Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations
Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul Bennett
ACL 2022 | May 2022
Paul Bennett
Partner Research Manager
Publications
Publications by Year
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Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators
Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul Bennett, Jiawei Han, Xia Song
ICLR 2022 | April 2022
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COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul Bennett, Jiawei Han, Xia Song
NeurIPS 2021 | December 2021
Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder
Shuqi Lu, Di He, Chenyan Xiong, Guolin Ke, Waleed Malik, Zhicheng Dou, Paul Bennett, Tieyan Liu, Arnold Overwijk
EMNLP 2021 | November 2021
Say `YES’ to Positivity: Detecting Toxic Language in Workplace Communications
Meghana Moorthy Bhat, Saghar Hosseini, Ahmed H. Awadallah, Paul Bennett, Weisheng Li
EMNLP 2021 | November 2021
Universal Search and Recommendation
October 2021
Local Factor Models for Large-Scale Inductive Recommendation
Longqi Yang, Tobias Schnabel, Paul Bennett, Susan Dumais
RecSys | September 2021
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text
Philippe Laban, Tobias Schnabel, Paul Bennett, Marti A. Hearst
ACL-IJCNLP 2021 | July 2021
Less is More: Pre-training a Strong Siamese Encoder Using a Weak Decoder
Shuqi Lu, Chenyan Xiong, Di He, Guolin Ke, Waleed Malik, Zhicheng Dou, Paul Bennett, Tieyan Liu, Arnold Overwijk
May 2021
Scraps: Enabling Mobile Capture, Contextualization, and Use of Document Resources
Amanda Swearngin, Shamsi Iqbal, Victor Poznanski, Mark Encarnación, Paul Bennett, Jaime Teevan
ACM CHI 2021 | May 2021
Honorable Mention
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
Lee Xiong, Chenyan Xiong, Ye Li, Kwok-Fung Tang, Jialin Liu, Paul Bennett, Junaid Ahmed, Arnold Overwijk
International Conference on Learning Representations (ICLR) | April 2021
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Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision
Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett
ACL-IJCNLP 2021 | December 2020
A Report on the First Workshop on Document Intelligence (DI) at NeurIPS 2019
Hamid Motahari, Nigel Duffy, Paul Bennett, Tania Bedrax-Weiss
SigKDD Explorations | December 2020, Vol 22(2)
Leveraging Structured Metadata for Improving Question Answering on the Web
Xinya Du, Adam Fourney, Robert Sim, Paul Bennett, Claire Cardie, Ahmed H. Awadallah
AACL 2020 | December 2020
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search
Chenyan Xiong, Zhenghao Liu, Si Sun, Zhuyun Dai, Kaitao Zhang, Shi Yu, Zhiyuan Liu, Hoifung Poon, Jianfeng Gao, Paul Bennett
MSR-TR-2020-49 | November 2020
Published by Microsoft
The participation report of our top non-manual entry in TREC COVID Round 2.
Debiasing Item-to-Item Recommendations With Small Annotated Datasets
RecSys | September 2020
The Impact of More Transparent Interfaces on Behavior in Personalized Recommendation
Tobias Schnabel, Saleema Amershi, Paul Bennett, Peter Bailey, Thorsten Joachims
Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Contextual Re-Ranking with Behavior Aware Transformers
Chenyan Xiong, Chen Qu, Yizhe Zhang, Corby Rosset, W. Bruce Croft, Paul Bennett
SIGIR 2020 | July 2020
Recent Advances in Conversational Information Retrieval
Jianfeng Gao, Chenyan Xiong, Paul Bennett
SIGIR 2020 | July 2020
Tutorial Slides
Few-Shot Generative Conversational Query Rewriting
Shi Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul Bennett, Jianfeng Gao, Zhiyuan Liu
SIGIR 2020 | June 2020
Best Short Paper Award
Analyzing and Learning from User Interactions for Search Clarification
Hamed Zamani, Bhaskar Mitra, Everest Chen, Gord Lueck, Fernando Diaz, Paul Bennett, Nick Craswell, Susan Dumais
Proceedings of the 43rd international ACM SIGIR conference on Research & development in information retrieval | May 2020
Transformer-XH: Multi-evidence Reasoning with Extra Hop Attention
Chen Zhao, Chenyan Xiong, Corby Rosset, Xia Song, Paul Bennett, Saurabh Tiwary
The Eighth International Conference on Learning Representations (ICLR 2020) | April 2020
Generating Clarifying Questions for Information Retrieval
Hamed Zamani, Susan Dumais, Nick Craswell, Paul Bennett, Gord Lueck
The Web Conference 2020 (formerly WWW conference) | April 2020
Improving Learning Outcomes with Gaze Tracking and Automatic Question Generation
Rohail Syed, Kevyn Collins-Thompson, Paul Bennett, Mengqiu Tang, Shane Williams, Shamsi Iqbal, Wendy Tay
The Web Conference 2020 (formerly WWW conference) | April 2020
Leading Conversational Search by Suggesting Useful Questions
Corby Rosset, Chenyan Xiong, Xia Song, Daniel Campos, Nick Craswell, Saurabh Tiwary, Paul Bennett
The Web Conference 2020 (formerly WWW conference) | April 2020
On How People Navigate Through Their Personal Web of Things
Dhivya Eswaran, Shamsi Iqbal, Adam Fourney, Shane Williams, Paul Bennett
CHI 2020 Workshop on Speculative Designs for Emergent Personal Data Trails | April 2020
Toward Activity Discovery in the Personal Web
Tara Safavi, Adam Fourney, Robert Sim, Marcin Juraszek, Shane Williams, Ned Friend, Danai Koutra, Paul Bennett
The 13th ACM International Conference on Web Search and Data Mining (WSDM) | February 2020
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On Domain Transfer When Predicting Intent in Text
Petar Stojanov, Ahmed H. Awadallah, Paul Bennett, Saghar Hosseini
NeurIPS Workshop on Document Intelligence | December 2019
Context-Aware Intent Identification in Email Conversations
Wei Wang, Saghar Hosseini, Ahmed H. Awadallah, Paul Bennett, Chris Quirk
Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Generic Intent Representation in Web Search
Hongfei Zhang, Xia Song, Chenyan Xiong, Corby Rosset, Paul Bennett, Nick Craswell, Saurabh Tiwary
The 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Multi-device digital assistance
Ryen W. White, Adam Fourney, Allen Herring, Paul Bennett, Nirupama Chandrasekaran, Robert Sim, Elnaz Nouri, Mark Encarnación
Communications of the ACM | July 2019
Guidelines for Human-AI Interaction
Saleema Amershi, Dan Weld, Mihaela Vorvoreanu, Adam Fourney, Besmira Nushi, Penny Collisson, Jina Suh, Shamsi Iqbal, Paul Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, Eric Horvitz
CHI 2019 | May 2019
CHI 2019 Honorable Mention Award
Will You Accept an Imperfect AI? Exploring Designs for Adjusting End-user Expectations of AI Systems
Rafal Kocielnik, Saleema Amershi, Paul Bennett
CHI 2019 | May 2019
Learning About Work Tasks to Inform Intelligent Assistant Design
Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed H. Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
Shaping Feedback Data in Recommender Systems with Interventions Based on Information Foraging Theory
Tobias Schnabel, Paul Bennett, Thorsten Joachims
The 12th ACM International Conference on Web Search and Data Mining (WSDM 2019) | March 2019
Understanding Context for Tasks and Activities
Jan Benetka, John Krumm, Paul Bennett
The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
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Representing and Recommending Shopping Baskets with Complementarity, Compatibility, and Loyalty
Mengting Wan, Di Wang, Jie Liu, Paul Bennett, Julian McAuley
27th ACM International Conference on Information and Knoweldge Management | October 2018
Calendar-Aware Proactive Email Recommendation
Qian Zhao, Paul Bennett, Adam Fourney, Anne Loomis Thompson, Shane Williams, Adam D. Troy, Susan Dumais
Proceedings of the 41st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
Short-Term Satisfaction and Long-Term Coverage: Understanding How Users Tolerate Algorithmic Exploration
Tobias Schnabel, Paul N. Bennett, Susan Dumais, Thorsten Joachims
Proceedings of the 11th ACM International Conference on Web Search and Data Mining (WSDM '18) | February 2018
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Characterizing and Predicting Enterprise Email Reply Behavior
Liu Yang, Susan Dumais, Paul Bennett, Ahmed H. Awadallah
Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed H. Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
Managing Uncertainty in Time Expressions for Virtual Assistants
Xin Rong, Adam Fourney, Robin N. Brewer, Meredith Ringel Morris, Paul N. Bennett
Proceedings of the 35th Annual CHI Conference on Human Factors in Computing Systems (CHI '17) | May 2017
Best Paper Honorable Mention
Algorithms for Active Classifier Selection: Maximizing Recall with Precision Constraints
Paul N. Bennett, David M. Chickering, Christopher Meek, Xiaojin Zhu
Proceedings of the 10th ACM International Conference on Web Search and Data Mining (WSDM '17) | February 2017
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Characterizing Cross-Domain Search Behavior
Rishabh Mehrotra, Paul N. Bennett, Susan Dumais, Jaime Teevan
Proceedings of the Second Workshop on Heterogeneous Information Access at SIGIR 2016 (HIA'16) | July 2016
Analyzing and Predicting Task Reminders
David Graus, Paul N. Bennett, Ryen W. White, Eric Horvitz
Proceedings of the 24th ACM Conference on User Modeling, Adaptation, and Personalization (UMAP '16) | July 2016
Best Student Paper
Analyzing and Predicting Task Reminders
David Graus, Paul Bennett, Ryen W. White, Eric Horvitz
May 2016
ISBN: 978-1-4503-4370-1/16/07
Using Shortlists to Support Decision Making and Improve Recommender System Performance
Tobias Schnabel, Paul N. Bennett, Susan T. Dumais, Thorsten Joachims
Proceedings of the 25th International World Wide Web Conference (WWW '16) | May 2016
Mining Tasks from the Web Anchor Text Graph: MSR Notebook Paper for the TREC 2015 Tasks Track
Paul N. Bennett, Ryen W. White
Proceedings of the 24th Text Retrieval Conference (TREC '15) | January 2016
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Building Effective Query Classifiers: A Case Study in Self-harm Intent Detection
Ashiqur R. KhudaBukhsh, Paul N. Bennett, Ryen W. White
Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM 2015), Melbourne, Australia | October 2015
Implicit Preference Labels for Learning Highly Selective Personalized Rankers
Paul N. Bennett, Milad Shokouhi, Rich Caruana
Proceedings of the 1st ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2015) | September 2015
Persona-ization: Searching on Behalf of Others
Paul N. Bennett, Alexander Fishkov, Emre Kiciman
Proceedings of the SIGIR 2015 International Workshop on Social Personalisation & Search (SPS'15) | August 2015
International Workshop on Social Personalisation & Search (SPS 2015)
Modeling Website Topic Cohesion at Scale to Improve Webpage Classification
Dhivya Eswaran, Paul N. Bennett, Joseph J. Pfeiffer
(Poster-Paper) Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015) | August 2015
Events and Controversies: Influences of a Shocking News Event on Information Seeking
Danai Koutra, Paul N. Bennett, Eric Horvitz
Proceedings of the 24th Annual International World Wide Web Conference (WWW '15) (This paper revises and extends work in TAIA Workshop at SIGIR 2014 and arXiv:1405.1486.) | May 2015
Overcoming Relational Learning Biases to Accurately Predict Preferences in Large Scale Networks
Joseph J. Pfeiffer III, Jennifer Neville, Paul N. Bennett
Proceedings of the 24th Annual International World Wide Web Conference (WWW '15) | May 2015
Query Suggestion and Data Fusion in Contextual Disambiguation
Milad Shokouhi, Marc Sloan, Paul N. Bennett, Kevyn Collins-Thompson, Siranush Sarkizova
Proceedings of the 24th International World Wide Web Conference (WWW 2015) | May 2015
Slides at: http://www.slideshare.net/shokouhi1/query-suggestion-and-data-fusion-in-contextual-disambiguation
Overview of the Special Issue on Contextual Search and Recommendation
Paul N. Bennett, Kevyn Collins-Thompson, Diane Kelly, Ryen W. White, Yi Zhang
ACM Transactions on Information Systems | March 2015
Special Issue of ACM TOIS on Contextual Search and Recommendation
Paul N. Bennett, Kevyn Collins-Thompson, Diane Kelly, Ryen White, Yi Zhang, (guest eds)
March 2015, Vol 33
Published by ACM | March 2015, Vol 33
Overview of the TREC 2014 Web Track
Kevyn Collins-Thompson, Craig Macdonald, Paul N. Bennett, Fernando Diaz, Ellen M. Voorhees
In Proceedings of the 23rd Text REtrieval Conference (TREC '14) | February 2015
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Composite Likelihood Data Augmentation for Within-Network Statistical Relational Learning
Joseph J. Pfeiffer III, Jennifer Neville, Paul N. Bennett
Proceedings of the 14th IEEE International Conference on Data Mining (ICDM 2014) | December 2014
Active Exploration in Networks: Using Probabilistic Relationships for Learning and Inference
Joseph John Pfeiffer, III, Jennifer Neville, Paul N. Bennett
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management (CIKM '14) | November 2014
Understanding Intrinsic Diversity in Web Search: Improving Whole-Session Relevance
Karthik Raman, Paul N. Bennett, Kevyn Collins-Thompson
ACM Transactions on Information Systems (TOIS) | October 2014, Vol 32
Influences of a Shocking News Event on Web Browsing
Danai Koutra, Paul N. Bennett, Eric Horvitz
Proceedings of the SIGIR 2014 Workshop on Temporal, Social and Spatially-aware Information Access (TAIA'14) (This paper also appers as arXiv:1405.1486 and was later revised and extended in WWW 2015 paper of similar name.) | July 2014
The Emergence of A Peer Relationship in E-mail: A Longitudinal Study of a Student-Advisor Relationship
Proceedings of JGC60: A Celebration of the Life and Work of Jaime G. Carbonell | April 2014
TREC 2013 Web Track Overview
Kevyn Collins-Thompson, Paul N. Bennett, Fernando Diaz, Charles L. A. Clarke, Ellen M. Vorhees
Proceedings of the 22nd Text REtrieval Conference (TREC 2013) | February 2014
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Personalization via Probabilistic Adaptation
David Sontag, Kevyn Collins-Thompson, Paul N. Bennett, Ryen W. White, Susan Dumais, Bodo von Billerbeck
NIPS 2013 Workshop on Personalization (An extended abstract of work that first appeared in WSDM 2012) | December 2013
Fighting Search Engine Amnesia: Reranking Repeated Results
Milad Shokouhi, Ryen W. White, Paul N. Bennett, Filip Radlinski
Proceedings of the 36th Annual ACM SIGIR Conference (SIGIR 2013) | July 2013
Toward Whole-Session Relevance: Exploring Intrinsic Diversity in Web Search
Karthik Raman, Paul N. Bennett, Kevyn Collins-Thompson
Proceedings of the 36th Annual ACM SIGIR Conference (SIGIR 2013) | July 2013
Best Student Paper
Combining Active Sampling with Parameter Estimation and Prediction in Single Networks
Joel J. Pfeiffer, Jennifer Neville, Paul N. Bennett
Proceedings of the ICML 2013 Workshop on Structured Learning: Inferring Graphs from Structured and Unstructured Inputs (SLG 2013) | June 2013
Proceedings of the ICML 2013 Workshop on Structured Learning: Inferring Graphs from Structured and Unstructured Inputs
Designing Human-Readable User Profiles for Search Evaluation
Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan Dumais
Short-paper in Proceedings of the 35th ACM European Conference on Information Retrieval (ECIR '13) | March 2013
Pairwise Ranking Aggregation in a Crowdsourced Setting
Xi Chen, Paul N. Bennett, Kevyn Collins-Thompson, Eric Horvitz
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13) | February 2013
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13)
Personalizing Atypical Web Search Sessions
Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan Dumais
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13) | February 2013
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13)
Predicting Content Change on the Web
Kira Radinsky, Paul N. Bennett
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13) | February 2013
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13)
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Active Query Selection for Learning Rankers
Mustafa Bilgic, Paul Bennett
Poster-Paper in Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012). | August 2012
Anticipatory Search: Using Context to Initiate Search
Dan Liebling, Paul Bennett, Ryen W. White
Proc. SIGIR 2012 | August 2012
Anticipatory Search: Using Context to Initiate Search
Dan Liebling, Ryen W. White, Paul Bennett
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
(to appear)
Modeling the Impact of Short- and Long-Term Behavior on Search Personalization
Paul Bennett, Ryen W. White, Wei Chu, Susan Dumais, Peter Bailey, Fedor Borisyuk, Xiaoyuan Cui
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
Robust Ranking Models via Risk-Sensitive Optimization
Lidan Wang, Paul Bennett, Kevyn Collins-Thompson
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
Best Paper Runner-Up
Search, Interrupted: Understanding and Predicting Search Task Continuation
Eugene Agichtein, Ryen W. White, Susan Dumais, Paul Bennett
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
Active Sampling of Networks
Joel J. Pfeiffer, Jennifer Neville, Paul Bennett
Proceedings of the ICML 2012 Workshop on Mining and Learning with Graphs | July 2012
Leveraging Interlingual Classification to Improve Web Search
MSR-TR-2012-11 | May 2012
Leveraging Interlingual Classification to Improve Web Search
Jagadeesh Jagarlamudi, Paul Bennett, Krysta M. Svore
Proceedings of the 21st International World Wide Web (WWW) Conference | April 2012
Characterizing Web Content, User Interests, and Search Behavior by Reading Level and Topic
Jinyoung Kim, Kevyn Collins-Thompson, Paul Bennett, Susan Dumais
WSDM 2012: Proceedings of the 5th ACM International Conference on Web Search and Data Mining | February 2012
WSDM 2012: Proceedings of the 5th ACM International Conference on Web Search and Data Mining
Probabilistic Models for Personalizing Web Search
David Sontag, Kevyn Collins-Thompson, Paul Bennett, Ryen W. White, Susan Dumais, Bodo von Billerbeck
WSDM 2012: Fifth International Conference on Web Search and Data Miniing | February 2012
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Enriching Information Retrieval
Paul Bennett, Khalid El-Arini, Thorsten Joachims, Krysta M. Svore
ACM Sigir Forum | December 2011
Personalizing Web Search Results by Reading Level
Kevyn Collins-Thompson, Paul Bennett, Ryen W. White, Sebastian de la Chica, David Sontag
Proceedings of the 20th ACM International Conference on Information and Knowledge Management (CIKM 2011) | October 2011
Modeling and Analyses of Multi-Session Search Tasks
Alexander Kotov, Paul Bennett, Ryen W. White, Susan Dumais, Jaime Teevan
SIGIR'11, Beijing, China | July 2011
Inferring and Using Location Metadata to Personalize Web Search
Paul Bennett, Filip Radlinski, Ryen W. White, Emine Yilmaz
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR) | July 2011
Modeling and Analysis of Cross-Session Search Tasks
Alexander Kotov, Paul Bennett, Ryen W. White, Susan Dumais, Jaime Teevan
Proceedings of SIGIR 2011 | July 2011
The Effects of Choice in Routing Relevance Judgments
Edith Law, Paul Bennett, Eric Horvitz
Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011) | July 2011
Fractional Similarity: Cross-lingual Feature Selection for Search
Jagadeesh Jagarlamudi, Paul Bennett
Proceedings of the 33rd Annual European Conference on Information Retrieval (ECIR 2011) | April 2011
Proceedings of the 33rd Annual European Conference on Information Retrieval (ECIR 2011)
Detecting Duplicate Web Documents using Clickthrough Data
Filip Radlinski, Paul Bennett, Emine Yilmaz
ACM International Conference on Web Search and Data Mining (WSDM) | February 2011
Learning to Rank using an Ensemble of Lambda-Gradient Models
Chris J.C. Burges, Krysta M. Svore, Paul Bennett, Andrzej Pastusiak, Qiang Wu
Journal of Machine Learning Research: Workshop and Conference Proceedings | February 2011, Vol 14: pp. 25-35
MSRC at TREC 2011 Crowdsourcing Track
Paul Bennett, Ece Kamar, Gabriella Kazai
In Proceedings of TREC 2011 | January 2011
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Online Stratified Sampling: Evaluating Classifiers at Web-Scale
Paul Bennett, Vitor Carvalho
Short-Paper in Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM '10) | October 2010
Short-Paper in Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM '10)
Predicting Short-term Interests Using Activity-Based Search Contexts
Ryen W. White, Paul Bennett, Susan Dumais
Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM '10) | October 2010
Classification-enhanced Ranking
Paul Bennett, Krysta M. Svore, Susan Dumais, Krysta M. Svore
Proceedings of World Wide Web | April 2010
Predicting Query Performance via Classification
Kevyn Collins-Thompson, Paul Bennett
Proceedings of the 32nd Annual European Conference on Information Retrieval (ECIR 2010) | March 2010
Proceedings of the 32nd Annual European Conference on Information Retrieval (ECIR 2010)
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A report on the Human Computation Workshop (HComp 2009)
Panos G. Ipeirotis, Ramen Chandrasekar, Paul Bennett, Edith Law, Max Chickering, Anton Mityagin, Foster Provost, Luis von Ahn
KDD Explorations | December 2009, Vol 11: pp. 80-83
Redundancy, Diversity, and Interdependent Document Relevance, a summary of the SIGIR 2009 workshop
Filip Radlinski, Paul Bennett, Ben Carterette
SIGIR Forum | December 2009
Refined Experts: Improving Classification in Large Taxonomies
Paul Bennett, Nam Nguyen
Proceedings of the 32nd Annual ACM SIGIR Conference | July 2009
Estimating Query Performance using Class Predictions
Kevyn Collins-Thompson, Paul Bennett
Poster-Paper in Proceedings of the 32nd Annual ACM SIGIR Conference (SIGIR 2009) | January 2009
Poster-Paper in Proceedings of the 32nd Annual ACM SIGIR Conference (SIGIR 2009)
Learning Consensus Opinion: Mining Data from a Labeling Game
Paul Bennett, Max Chickering, Anton Mityagin
Proceedings of the 18th Annual International World Wide Web Conference (WWW '09) | January 2009
Proceedings of the 18th Annual International World Wide Web Conference (WWW '09)
Picture This: Preferences for Image Search
Paul Bennett, Max Chickering, Anton Mityagin
Demo-paper in the Human Computation 2009 Workshop at KDD '09 | January 2009
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Beyond Binary Relevance: Preferences, Diversity, and Set-Level Judgments
Paul Bennett, Ben Carterette, Olivier Chapelle, Thorsten Joachims
December 2008
A Test Collection of Preference Judgments
Ben Carterette, Paul Bennett, Olivier Chapelle
In Proceedings of the SIGIR 2008 Beyond Binary Relevance: Preferences, Diversity, and Set-Level Judgments Workshop | July 2008
Evaluation Measures for Preference Judgments
Ben Carterette, Paul Bennett
Poster-Paper in Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval | January 2008
Poster-Paper in Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
Here or There: Preference Judgments for Relevance
Ben Carterette, Paul Bennett, Max Chickering, Susan Dumais
Proceedings of ECIR 2008 | January 2008
Proceedings of ECIR 2008
ECIR 2018 Test of Time Honorable Mention
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Combining Personalized Agents to Improve Content-Based Recommendations
Jason M. Adams, Paul N. Bennett, Anthony Tomasic
CMU-LTI-07-015 | December 2007
CMU-LTI-07-015, Language Technologies Institute, School of Computer Science, Carnegie Mellon University
Dual Strategy Active Learning
Pinar Donmez, Jaime G. Carbonell, Paul N. Bennett
Proceedings of ECML 2007 | September 2007
Neighborhood-Based Local Sensitivity
Proceedings of ECML 2007 | September 2007
Proceedings of ECML 2007
Combining Probability-Based Rankers for Action-Item Detection
Paul N. Bennett, Jaime Carbonell
Proceedings of HLT-NAACL 2007 | April 2007
Proceedings of HLT-NAACL 2007
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Building Reliable Metaclassifiers for Text Learning
May 2006
PhD Thesis: CMU-CS-06-121, Ph.D. Thesis, Computer Science Department, School of Computer Science, Carnegie Mellon University, (See errata at http://www.cs.cmu.edu/~pbennett/papers/errata-for-asymmetric.html) | May 2006
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Detecting Action-Items in E-mail
Paul N. Bennett, Jaime Carbonell
Poster-Paper Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2005) | August 2005
Feature Representation for Effective Action-Item Detection
Paul N. Bennett, Jaime Carbonell
Proceedings of the Beyond Bag-of-Words Workshop at the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2005), (This extends work presented as a SIGIR 2005 poster.) | August 2005
The Combination of Text Classifiers Using Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Informtion Retrieval (This paper revises and extends work originally presented in [Bennett, Dumais, & Horvitz; SIGIR 2002].) | March 2005, Vol 8: pp. 67-100
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Reducing Boundary Friction Using Translation-Fragment Overlap
Ralf D. Brown, Rebecca Hutchinson, Paul N. Bennett, Jaime G. Carbonell, Peter Jansen
Proceedings of the Machine Translation Summit IX (Shares significant overlap in content with publication listing for CMU-CS-03-138, 2003.) | September 2003
Inductive Transfer for Text Classification using Generalized Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the ICML Workshop on The Continuum from Labeled to Unlabeled Data | August 2003
Using Asymmetric Distributions to Improve Text Classifier Probability Estimates
Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2003) (See errata at http://www.cs.cmu.edu/~pbennett/papers/errata-for-asymmetric.html . This paper revises work that originally appeared as CMU-CS-02-126.) | July 2003
Maximal Lattice Overlap in Example-Based Machine Translation
Rebecca Hutchinson, Paul N. Bennett, Jaime Carbonell, Peter Jansen, Ralf Brown
CMU-LTI-03-174 | June 2003
CMU-CS-03-138, Computer Science Department, School of Computer Science, Carnegie Mellon University (Shares significant overlap in content with publication listing for MT Summit IX, 2003.)
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Probabilistic Combination of Text Classifiers Using Reliability Indicators: Models and Results
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2002) (An extended and revised version of this work appears in Information Retrieval, 2005.) | August 2002
Using Asymmetric Distributions to Improve Classiï¬er Probabilities: A Comparison of New and Standard Parametric Methods
CMU-CS-02-126 | April 2002
Computer Science Department, School of Computer Science, Carnegie Mellon University (See errata at http://www.cs.cmu.edu/~pbennett/papers/errata-for-asymmetric.html . Also a revised version of this work appears in SIGIR 2003.)
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Assessing the Calibration of Naive Bayes’ Posterior Estimates
CMU-CS-00-155 | September 2000
Computer Science Department, School of Computer Science, Carnegie Mellon University
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Book Recommending Using Text Categorization with Extracted Information
Raymond J. Mooney, Paul N. Bennett, Loriene Roy
Proceedings of AAAI-98/ICML-98 Workshop on Learning for Text Categorization and the AAAI-98 Workshop on Recommender Systems | July 1998
Text Categorization Through Probabilistic Learning: Applications to Recommender Systems
May 1998
May 1998
Publications by Research Area
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Assessing the Calibration of Naive Bayes’ Posterior Estimates
CMU-CS-00-155 | September 2000
Computer Science Department, School of Computer Science, Carnegie Mellon University
Book Recommending Using Text Categorization with Extracted Information
Raymond J. Mooney, Paul N. Bennett, Loriene Roy
Proceedings of AAAI-98/ICML-98 Workshop on Learning for Text Categorization and the AAAI-98 Workshop on Recommender Systems | July 1998
Text Categorization Through Probabilistic Learning: Applications to Recommender Systems
May 1998
May 1998
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations
Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul Bennett
ACL 2022 | May 2022
Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators
Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul Bennett, Jiawei Han, Xia Song
ICLR 2022 | April 2022
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul Bennett, Jiawei Han, Xia Song
NeurIPS 2021 | December 2021
Universal Search and Recommendation
October 2021
Local Factor Models for Large-Scale Inductive Recommendation
Longqi Yang, Tobias Schnabel, Paul Bennett, Susan Dumais
RecSys | September 2021
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text
Philippe Laban, Tobias Schnabel, Paul Bennett, Marti A. Hearst
ACL-IJCNLP 2021 | July 2021
Less is More: Pre-training a Strong Siamese Encoder Using a Weak Decoder
Shuqi Lu, Chenyan Xiong, Di He, Guolin Ke, Waleed Malik, Zhicheng Dou, Paul Bennett, Tieyan Liu, Arnold Overwijk
May 2021
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision
Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett
ACL-IJCNLP 2021 | December 2020
A Report on the First Workshop on Document Intelligence (DI) at NeurIPS 2019
Hamid Motahari, Nigel Duffy, Paul Bennett, Tania Bedrax-Weiss
SigKDD Explorations | December 2020, Vol 22(2)
Leveraging Structured Metadata for Improving Question Answering on the Web
Xinya Du, Adam Fourney, Robert Sim, Paul Bennett, Claire Cardie, Ahmed H. Awadallah
AACL 2020 | December 2020
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search
Chenyan Xiong, Zhenghao Liu, Si Sun, Zhuyun Dai, Kaitao Zhang, Shi Yu, Zhiyuan Liu, Hoifung Poon, Jianfeng Gao, Paul Bennett
MSR-TR-2020-49 | November 2020
Published by Microsoft
The participation report of our top non-manual entry in TREC COVID Round 2.
Debiasing Item-to-Item Recommendations With Small Annotated Datasets
RecSys | September 2020
The Impact of More Transparent Interfaces on Behavior in Personalized Recommendation
Tobias Schnabel, Saleema Amershi, Paul Bennett, Peter Bailey, Thorsten Joachims
Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Few-Shot Generative Conversational Query Rewriting
Shi Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul Bennett, Jianfeng Gao, Zhiyuan Liu
SIGIR 2020 | June 2020
Best Short Paper Award
Analyzing and Learning from User Interactions for Search Clarification
Hamed Zamani, Bhaskar Mitra, Everest Chen, Gord Lueck, Fernando Diaz, Paul Bennett, Nick Craswell, Susan Dumais
Proceedings of the 43rd international ACM SIGIR conference on Research & development in information retrieval | May 2020
Transformer-XH: Multi-evidence Reasoning with Extra Hop Attention
Chen Zhao, Chenyan Xiong, Corby Rosset, Xia Song, Paul Bennett, Saurabh Tiwary
The Eighth International Conference on Learning Representations (ICLR 2020) | April 2020
Improving Learning Outcomes with Gaze Tracking and Automatic Question Generation
Rohail Syed, Kevyn Collins-Thompson, Paul Bennett, Mengqiu Tang, Shane Williams, Shamsi Iqbal, Wendy Tay
The Web Conference 2020 (formerly WWW conference) | April 2020
Leading Conversational Search by Suggesting Useful Questions
Corby Rosset, Chenyan Xiong, Xia Song, Daniel Campos, Nick Craswell, Saurabh Tiwary, Paul Bennett
The Web Conference 2020 (formerly WWW conference) | April 2020
Generating Clarifying Questions for Information Retrieval
Hamed Zamani, Susan Dumais, Nick Craswell, Paul Bennett, Gord Lueck
The Web Conference 2020 (formerly WWW conference) | April 2020
On How People Navigate Through Their Personal Web of Things
Dhivya Eswaran, Shamsi Iqbal, Adam Fourney, Shane Williams, Paul Bennett
CHI 2020 Workshop on Speculative Designs for Emergent Personal Data Trails | April 2020
Toward Activity Discovery in the Personal Web
Tara Safavi, Adam Fourney, Robert Sim, Marcin Juraszek, Shane Williams, Ned Friend, Danai Koutra, Paul Bennett
The 13th ACM International Conference on Web Search and Data Mining (WSDM) | February 2020
On Domain Transfer When Predicting Intent in Text
Petar Stojanov, Ahmed H. Awadallah, Paul Bennett, Saghar Hosseini
NeurIPS Workshop on Document Intelligence | December 2019
Generic Intent Representation in Web Search
Hongfei Zhang, Xia Song, Chenyan Xiong, Corby Rosset, Paul Bennett, Nick Craswell, Saurabh Tiwary
The 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Context-Aware Intent Identification in Email Conversations
Wei Wang, Saghar Hosseini, Ahmed H. Awadallah, Paul Bennett, Chris Quirk
Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Multi-device digital assistance
Ryen W. White, Adam Fourney, Allen Herring, Paul Bennett, Nirupama Chandrasekaran, Robert Sim, Elnaz Nouri, Mark Encarnación
Communications of the ACM | July 2019
Will You Accept an Imperfect AI? Exploring Designs for Adjusting End-user Expectations of AI Systems
Rafal Kocielnik, Saleema Amershi, Paul Bennett
CHI 2019 | May 2019
Guidelines for Human-AI Interaction
Saleema Amershi, Dan Weld, Mihaela Vorvoreanu, Adam Fourney, Besmira Nushi, Penny Collisson, Jina Suh, Shamsi Iqbal, Paul Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, Eric Horvitz
CHI 2019 | May 2019
CHI 2019 Honorable Mention Award
Shaping Feedback Data in Recommender Systems with Interventions Based on Information Foraging Theory
Tobias Schnabel, Paul Bennett, Thorsten Joachims
The 12th ACM International Conference on Web Search and Data Mining (WSDM 2019) | March 2019
Understanding Context for Tasks and Activities
Jan Benetka, John Krumm, Paul Bennett
The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
Learning About Work Tasks to Inform Intelligent Assistant Design
Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed H. Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
Representing and Recommending Shopping Baskets with Complementarity, Compatibility, and Loyalty
Mengting Wan, Di Wang, Jie Liu, Paul Bennett, Julian McAuley
27th ACM International Conference on Information and Knoweldge Management | October 2018
Short-Term Satisfaction and Long-Term Coverage: Understanding How Users Tolerate Algorithmic Exploration
Tobias Schnabel, Paul N. Bennett, Susan Dumais, Thorsten Joachims
Proceedings of the 11th ACM International Conference on Web Search and Data Mining (WSDM '18) | February 2018
Characterizing and Predicting Enterprise Email Reply Behavior
Liu Yang, Susan Dumais, Paul Bennett, Ahmed H. Awadallah
Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed H. Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
Managing Uncertainty in Time Expressions for Virtual Assistants
Xin Rong, Adam Fourney, Robin N. Brewer, Meredith Ringel Morris, Paul N. Bennett
Proceedings of the 35th Annual CHI Conference on Human Factors in Computing Systems (CHI '17) | May 2017
Best Paper Honorable Mention
Algorithms for Active Classifier Selection: Maximizing Recall with Precision Constraints
Paul N. Bennett, David M. Chickering, Christopher Meek, Xiaojin Zhu
Proceedings of the 10th ACM International Conference on Web Search and Data Mining (WSDM '17) | February 2017
Analyzing and Predicting Task Reminders
David Graus, Paul N. Bennett, Ryen W. White, Eric Horvitz
Proceedings of the 24th ACM Conference on User Modeling, Adaptation, and Personalization (UMAP '16) | July 2016
Best Student Paper
Analyzing and Predicting Task Reminders
David Graus, Paul Bennett, Ryen W. White, Eric Horvitz
May 2016
ISBN: 978-1-4503-4370-1/16/07
Using Shortlists to Support Decision Making and Improve Recommender System Performance
Tobias Schnabel, Paul N. Bennett, Susan T. Dumais, Thorsten Joachims
Proceedings of the 25th International World Wide Web Conference (WWW '16) | May 2016
Building Effective Query Classifiers: A Case Study in Self-harm Intent Detection
Ashiqur R. KhudaBukhsh, Paul N. Bennett, Ryen W. White
Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM 2015), Melbourne, Australia | October 2015
Events and Controversies: Influences of a Shocking News Event on Information Seeking
Danai Koutra, Paul N. Bennett, Eric Horvitz
Proceedings of the 24th Annual International World Wide Web Conference (WWW '15) (This paper revises and extends work in TAIA Workshop at SIGIR 2014 and arXiv:1405.1486.) | May 2015
Overcoming Relational Learning Biases to Accurately Predict Preferences in Large Scale Networks
Joseph J. Pfeiffer III, Jennifer Neville, Paul N. Bennett
Proceedings of the 24th Annual International World Wide Web Conference (WWW '15) | May 2015
Composite Likelihood Data Augmentation for Within-Network Statistical Relational Learning
Joseph J. Pfeiffer III, Jennifer Neville, Paul N. Bennett
Proceedings of the 14th IEEE International Conference on Data Mining (ICDM 2014) | December 2014
Active Exploration in Networks: Using Probabilistic Relationships for Learning and Inference
Joseph John Pfeiffer, III, Jennifer Neville, Paul N. Bennett
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management (CIKM '14) | November 2014
Influences of a Shocking News Event on Web Browsing
Danai Koutra, Paul N. Bennett, Eric Horvitz
Proceedings of the SIGIR 2014 Workshop on Temporal, Social and Spatially-aware Information Access (TAIA'14) (This paper also appers as arXiv:1405.1486 and was later revised and extended in WWW 2015 paper of similar name.) | July 2014
Combining Active Sampling with Parameter Estimation and Prediction in Single Networks
Joel J. Pfeiffer, Jennifer Neville, Paul N. Bennett
Proceedings of the ICML 2013 Workshop on Structured Learning: Inferring Graphs from Structured and Unstructured Inputs (SLG 2013) | June 2013
Proceedings of the ICML 2013 Workshop on Structured Learning: Inferring Graphs from Structured and Unstructured Inputs
Pairwise Ranking Aggregation in a Crowdsourced Setting
Xi Chen, Paul N. Bennett, Kevyn Collins-Thompson, Eric Horvitz
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13) | February 2013
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13)
Active Sampling of Networks
Joel J. Pfeiffer, Jennifer Neville, Paul Bennett
Proceedings of the ICML 2012 Workshop on Mining and Learning with Graphs | July 2012
Enriching Information Retrieval
Paul Bennett, Khalid El-Arini, Thorsten Joachims, Krysta M. Svore
ACM Sigir Forum | December 2011
MSRC at TREC 2011 Crowdsourcing Track
Paul Bennett, Ece Kamar, Gabriella Kazai
In Proceedings of TREC 2011 | January 2011
Classification-enhanced Ranking
Paul Bennett, Krysta M. Svore, Susan Dumais, Krysta M. Svore
Proceedings of World Wide Web | April 2010
A report on the Human Computation Workshop (HComp 2009)
Panos G. Ipeirotis, Ramen Chandrasekar, Paul Bennett, Edith Law, Max Chickering, Anton Mityagin, Foster Provost, Luis von Ahn
KDD Explorations | December 2009, Vol 11: pp. 80-83
Combining Personalized Agents to Improve Content-Based Recommendations
Jason M. Adams, Paul N. Bennett, Anthony Tomasic
CMU-LTI-07-015 | December 2007
CMU-LTI-07-015, Language Technologies Institute, School of Computer Science, Carnegie Mellon University
Neighborhood-Based Local Sensitivity
Proceedings of ECML 2007 | September 2007
Proceedings of ECML 2007
Dual Strategy Active Learning
Pinar Donmez, Jaime G. Carbonell, Paul N. Bennett
Proceedings of ECML 2007 | September 2007
Combining Probability-Based Rankers for Action-Item Detection
Paul N. Bennett, Jaime Carbonell
Proceedings of HLT-NAACL 2007 | April 2007
Proceedings of HLT-NAACL 2007
Building Reliable Metaclassifiers for Text Learning
May 2006
PhD Thesis: CMU-CS-06-121, Ph.D. Thesis, Computer Science Department, School of Computer Science, Carnegie Mellon University, (See errata at http://www.cs.cmu.edu/~pbennett/papers/errata-for-asymmetric.html) | May 2006
Feature Representation for Effective Action-Item Detection
Paul N. Bennett, Jaime Carbonell
Proceedings of the Beyond Bag-of-Words Workshop at the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2005), (This extends work presented as a SIGIR 2005 poster.) | August 2005
Detecting Action-Items in E-mail
Paul N. Bennett, Jaime Carbonell
Poster-Paper Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2005) | August 2005
The Combination of Text Classifiers Using Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Informtion Retrieval (This paper revises and extends work originally presented in [Bennett, Dumais, & Horvitz; SIGIR 2002].) | March 2005, Vol 8: pp. 67-100
Reducing Boundary Friction Using Translation-Fragment Overlap
Ralf D. Brown, Rebecca Hutchinson, Paul N. Bennett, Jaime G. Carbonell, Peter Jansen
Proceedings of the Machine Translation Summit IX (Shares significant overlap in content with publication listing for CMU-CS-03-138, 2003.) | September 2003
Inductive Transfer for Text Classification using Generalized Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the ICML Workshop on The Continuum from Labeled to Unlabeled Data | August 2003
Using Asymmetric Distributions to Improve Text Classifier Probability Estimates
Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2003) (See errata at http://www.cs.cmu.edu/~pbennett/papers/errata-for-asymmetric.html . This paper revises work that originally appeared as CMU-CS-02-126.) | July 2003
Maximal Lattice Overlap in Example-Based Machine Translation
Rebecca Hutchinson, Paul N. Bennett, Jaime Carbonell, Peter Jansen, Ralf Brown
CMU-LTI-03-174 | June 2003
CMU-CS-03-138, Computer Science Department, School of Computer Science, Carnegie Mellon University (Shares significant overlap in content with publication listing for MT Summit IX, 2003.)
Probabilistic Combination of Text Classifiers Using Reliability Indicators: Models and Results
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2002) (An extended and revised version of this work appears in Information Retrieval, 2005.) | August 2002
Using Asymmetric Distributions to Improve Classiï¬er Probabilities: A Comparison of New and Standard Parametric Methods
CMU-CS-02-126 | April 2002
Computer Science Department, School of Computer Science, Carnegie Mellon University (See errata at http://www.cs.cmu.edu/~pbennett/papers/errata-for-asymmetric.html . Also a revised version of this work appears in SIGIR 2003.)
-
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations
Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul Bennett
ACL 2022 | May 2022
Say `YES’ to Positivity: Detecting Toxic Language in Workplace Communications
Meghana Moorthy Bhat, Saghar Hosseini, Ahmed H. Awadallah, Paul Bennett, Weisheng Li
EMNLP 2021 | November 2021
Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder
Shuqi Lu, Di He, Chenyan Xiong, Guolin Ke, Waleed Malik, Zhicheng Dou, Paul Bennett, Tieyan Liu, Arnold Overwijk
EMNLP 2021 | November 2021
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text
Philippe Laban, Tobias Schnabel, Paul Bennett, Marti A. Hearst
ACL-IJCNLP 2021 | July 2021
Leveraging Structured Metadata for Improving Question Answering on the Web
Xinya Du, Adam Fourney, Robert Sim, Paul Bennett, Claire Cardie, Ahmed H. Awadallah
AACL 2020 | December 2020
On Domain Transfer When Predicting Intent in Text
Petar Stojanov, Ahmed H. Awadallah, Paul Bennett, Saghar Hosseini
NeurIPS Workshop on Document Intelligence | December 2019
Context-Aware Intent Identification in Email Conversations
Wei Wang, Saghar Hosseini, Ahmed H. Awadallah, Paul Bennett, Chris Quirk
Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed H. Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
Managing Uncertainty in Time Expressions for Virtual Assistants
Xin Rong, Adam Fourney, Robin N. Brewer, Meredith Ringel Morris, Paul N. Bennett
Proceedings of the 35th Annual CHI Conference on Human Factors in Computing Systems (CHI '17) | May 2017
Best Paper Honorable Mention
Analyzing and Predicting Task Reminders
David Graus, Paul N. Bennett, Ryen W. White, Eric Horvitz
Proceedings of the 24th ACM Conference on User Modeling, Adaptation, and Personalization (UMAP '16) | July 2016
Best Student Paper
Mining Tasks from the Web Anchor Text Graph: MSR Notebook Paper for the TREC 2015 Tasks Track
Paul N. Bennett, Ryen W. White
Proceedings of the 24th Text Retrieval Conference (TREC '15) | January 2016
Building Effective Query Classifiers: A Case Study in Self-harm Intent Detection
Ashiqur R. KhudaBukhsh, Paul N. Bennett, Ryen W. White
Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM 2015), Melbourne, Australia | October 2015
Leveraging Interlingual Classification to Improve Web Search
Jagadeesh Jagarlamudi, Paul Bennett, Krysta M. Svore
Proceedings of the 21st International World Wide Web (WWW) Conference | April 2012
Combining Probability-Based Rankers for Action-Item Detection
Paul N. Bennett, Jaime Carbonell
Proceedings of HLT-NAACL 2007 | April 2007
Proceedings of HLT-NAACL 2007
Building Reliable Metaclassifiers for Text Learning
May 2006
PhD Thesis: CMU-CS-06-121, Ph.D. Thesis, Computer Science Department, School of Computer Science, Carnegie Mellon University, (See errata at http://www.cs.cmu.edu/~pbennett/papers/errata-for-asymmetric.html) | May 2006
Detecting Action-Items in E-mail
Paul N. Bennett, Jaime Carbonell
Poster-Paper Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2005) | August 2005
Feature Representation for Effective Action-Item Detection
Paul N. Bennett, Jaime Carbonell
Proceedings of the Beyond Bag-of-Words Workshop at the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2005), (This extends work presented as a SIGIR 2005 poster.) | August 2005
The Combination of Text Classifiers Using Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Informtion Retrieval (This paper revises and extends work originally presented in [Bennett, Dumais, & Horvitz; SIGIR 2002].) | March 2005, Vol 8: pp. 67-100
Reducing Boundary Friction Using Translation-Fragment Overlap
Ralf D. Brown, Rebecca Hutchinson, Paul N. Bennett, Jaime G. Carbonell, Peter Jansen
Proceedings of the Machine Translation Summit IX (Shares significant overlap in content with publication listing for CMU-CS-03-138, 2003.) | September 2003
Maximal Lattice Overlap in Example-Based Machine Translation
Rebecca Hutchinson, Paul N. Bennett, Jaime Carbonell, Peter Jansen, Ralf Brown
CMU-LTI-03-174 | June 2003
CMU-CS-03-138, Computer Science Department, School of Computer Science, Carnegie Mellon University (Shares significant overlap in content with publication listing for MT Summit IX, 2003.)
-
Book Recommending Using Text Categorization with Extracted Information
Raymond J. Mooney, Paul N. Bennett, Loriene Roy
Proceedings of AAAI-98/ICML-98 Workshop on Learning for Text Categorization and the AAAI-98 Workshop on Recommender Systems | July 1998
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations
Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul Bennett
ACL 2022 | May 2022
Universal Search and Recommendation
October 2021
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
Lee Xiong, Chenyan Xiong, Ye Li, Kwok-Fung Tang, Jialin Liu, Paul Bennett, Junaid Ahmed, Arnold Overwijk
International Conference on Learning Representations (ICLR) | April 2021
A Report on the First Workshop on Document Intelligence (DI) at NeurIPS 2019
Hamid Motahari, Nigel Duffy, Paul Bennett, Tania Bedrax-Weiss
SigKDD Explorations | December 2020, Vol 22(2)
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search
Chenyan Xiong, Zhenghao Liu, Si Sun, Zhuyun Dai, Kaitao Zhang, Shi Yu, Zhiyuan Liu, Hoifung Poon, Jianfeng Gao, Paul Bennett
MSR-TR-2020-49 | November 2020
Published by Microsoft
The participation report of our top non-manual entry in TREC COVID Round 2.
The Impact of More Transparent Interfaces on Behavior in Personalized Recommendation
Tobias Schnabel, Saleema Amershi, Paul Bennett, Peter Bailey, Thorsten Joachims
Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Recent Advances in Conversational Information Retrieval
Jianfeng Gao, Chenyan Xiong, Paul Bennett
SIGIR 2020 | July 2020
Tutorial Slides
Contextual Re-Ranking with Behavior Aware Transformers
Chenyan Xiong, Chen Qu, Yizhe Zhang, Corby Rosset, W. Bruce Croft, Paul Bennett
SIGIR 2020 | July 2020
Few-Shot Generative Conversational Query Rewriting
Shi Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul Bennett, Jianfeng Gao, Zhiyuan Liu
SIGIR 2020 | June 2020
Best Short Paper Award
Analyzing and Learning from User Interactions for Search Clarification
Hamed Zamani, Bhaskar Mitra, Everest Chen, Gord Lueck, Fernando Diaz, Paul Bennett, Nick Craswell, Susan Dumais
Proceedings of the 43rd international ACM SIGIR conference on Research & development in information retrieval | May 2020
Transformer-XH: Multi-evidence Reasoning with Extra Hop Attention
Chen Zhao, Chenyan Xiong, Corby Rosset, Xia Song, Paul Bennett, Saurabh Tiwary
The Eighth International Conference on Learning Representations (ICLR 2020) | April 2020
Improving Learning Outcomes with Gaze Tracking and Automatic Question Generation
Rohail Syed, Kevyn Collins-Thompson, Paul Bennett, Mengqiu Tang, Shane Williams, Shamsi Iqbal, Wendy Tay
The Web Conference 2020 (formerly WWW conference) | April 2020
Generating Clarifying Questions for Information Retrieval
Hamed Zamani, Susan Dumais, Nick Craswell, Paul Bennett, Gord Lueck
The Web Conference 2020 (formerly WWW conference) | April 2020
Leading Conversational Search by Suggesting Useful Questions
Corby Rosset, Chenyan Xiong, Xia Song, Daniel Campos, Nick Craswell, Saurabh Tiwary, Paul Bennett
The Web Conference 2020 (formerly WWW conference) | April 2020
On How People Navigate Through Their Personal Web of Things
Dhivya Eswaran, Shamsi Iqbal, Adam Fourney, Shane Williams, Paul Bennett
CHI 2020 Workshop on Speculative Designs for Emergent Personal Data Trails | April 2020
Toward Activity Discovery in the Personal Web
Tara Safavi, Adam Fourney, Robert Sim, Marcin Juraszek, Shane Williams, Ned Friend, Danai Koutra, Paul Bennett
The 13th ACM International Conference on Web Search and Data Mining (WSDM) | February 2020
Generic Intent Representation in Web Search
Hongfei Zhang, Xia Song, Chenyan Xiong, Corby Rosset, Paul Bennett, Nick Craswell, Saurabh Tiwary
The 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Will You Accept an Imperfect AI? Exploring Designs for Adjusting End-user Expectations of AI Systems
Rafal Kocielnik, Saleema Amershi, Paul Bennett
CHI 2019 | May 2019
Learning About Work Tasks to Inform Intelligent Assistant Design
Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed H. Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
Understanding Context for Tasks and Activities
Jan Benetka, John Krumm, Paul Bennett
The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
Shaping Feedback Data in Recommender Systems with Interventions Based on Information Foraging Theory
Tobias Schnabel, Paul Bennett, Thorsten Joachims
The 12th ACM International Conference on Web Search and Data Mining (WSDM 2019) | March 2019
Representing and Recommending Shopping Baskets with Complementarity, Compatibility, and Loyalty
Mengting Wan, Di Wang, Jie Liu, Paul Bennett, Julian McAuley
27th ACM International Conference on Information and Knoweldge Management | October 2018
Calendar-Aware Proactive Email Recommendation
Qian Zhao, Paul Bennett, Adam Fourney, Anne Loomis Thompson, Shane Williams, Adam D. Troy, Susan Dumais
Proceedings of the 41st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
Characterizing and Predicting Enterprise Email Reply Behavior
Liu Yang, Susan Dumais, Paul Bennett, Ahmed H. Awadallah
Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed H. Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
Algorithms for Active Classifier Selection: Maximizing Recall with Precision Constraints
Paul N. Bennett, David M. Chickering, Christopher Meek, Xiaojin Zhu
Proceedings of the 10th ACM International Conference on Web Search and Data Mining (WSDM '17) | February 2017
Characterizing Cross-Domain Search Behavior
Rishabh Mehrotra, Paul N. Bennett, Susan Dumais, Jaime Teevan
Proceedings of the Second Workshop on Heterogeneous Information Access at SIGIR 2016 (HIA'16) | July 2016
Analyzing and Predicting Task Reminders
David Graus, Paul N. Bennett, Ryen W. White, Eric Horvitz
Proceedings of the 24th ACM Conference on User Modeling, Adaptation, and Personalization (UMAP '16) | July 2016
Best Student Paper
Using Shortlists to Support Decision Making and Improve Recommender System Performance
Tobias Schnabel, Paul N. Bennett, Susan T. Dumais, Thorsten Joachims
Proceedings of the 25th International World Wide Web Conference (WWW '16) | May 2016
Mining Tasks from the Web Anchor Text Graph: MSR Notebook Paper for the TREC 2015 Tasks Track
Paul N. Bennett, Ryen W. White
Proceedings of the 24th Text Retrieval Conference (TREC '15) | January 2016
Building Effective Query Classifiers: A Case Study in Self-harm Intent Detection
Ashiqur R. KhudaBukhsh, Paul N. Bennett, Ryen W. White
Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM 2015), Melbourne, Australia | October 2015
Implicit Preference Labels for Learning Highly Selective Personalized Rankers
Paul N. Bennett, Milad Shokouhi, Rich Caruana
Proceedings of the 1st ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2015) | September 2015
Persona-ization: Searching on Behalf of Others
Paul N. Bennett, Alexander Fishkov, Emre Kiciman
Proceedings of the SIGIR 2015 International Workshop on Social Personalisation & Search (SPS'15) | August 2015
International Workshop on Social Personalisation & Search (SPS 2015)
Modeling Website Topic Cohesion at Scale to Improve Webpage Classification
Dhivya Eswaran, Paul N. Bennett, Joseph J. Pfeiffer
(Poster-Paper) Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015) | August 2015
Events and Controversies: Influences of a Shocking News Event on Information Seeking
Danai Koutra, Paul N. Bennett, Eric Horvitz
Proceedings of the 24th Annual International World Wide Web Conference (WWW '15) (This paper revises and extends work in TAIA Workshop at SIGIR 2014 and arXiv:1405.1486.) | May 2015
Query Suggestion and Data Fusion in Contextual Disambiguation
Milad Shokouhi, Marc Sloan, Paul N. Bennett, Kevyn Collins-Thompson, Siranush Sarkizova
Proceedings of the 24th International World Wide Web Conference (WWW 2015) | May 2015
Slides at: http://www.slideshare.net/shokouhi1/query-suggestion-and-data-fusion-in-contextual-disambiguation
Overview of the Special Issue on Contextual Search and Recommendation
Paul N. Bennett, Kevyn Collins-Thompson, Diane Kelly, Ryen W. White, Yi Zhang
ACM Transactions on Information Systems | March 2015
Special Issue of ACM TOIS on Contextual Search and Recommendation
Paul N. Bennett, Kevyn Collins-Thompson, Diane Kelly, Ryen White, Yi Zhang, (guest eds)
March 2015, Vol 33
Published by ACM | March 2015, Vol 33
Overview of the TREC 2014 Web Track
Kevyn Collins-Thompson, Craig Macdonald, Paul N. Bennett, Fernando Diaz, Ellen M. Voorhees
In Proceedings of the 23rd Text REtrieval Conference (TREC '14) | February 2015
Understanding Intrinsic Diversity in Web Search: Improving Whole-Session Relevance
Karthik Raman, Paul N. Bennett, Kevyn Collins-Thompson
ACM Transactions on Information Systems (TOIS) | October 2014, Vol 32
Influences of a Shocking News Event on Web Browsing
Danai Koutra, Paul N. Bennett, Eric Horvitz
Proceedings of the SIGIR 2014 Workshop on Temporal, Social and Spatially-aware Information Access (TAIA'14) (This paper also appers as arXiv:1405.1486 and was later revised and extended in WWW 2015 paper of similar name.) | July 2014
The Emergence of A Peer Relationship in E-mail: A Longitudinal Study of a Student-Advisor Relationship
Proceedings of JGC60: A Celebration of the Life and Work of Jaime G. Carbonell | April 2014
TREC 2013 Web Track Overview
Kevyn Collins-Thompson, Paul N. Bennett, Fernando Diaz, Charles L. A. Clarke, Ellen M. Vorhees
Proceedings of the 22nd Text REtrieval Conference (TREC 2013) | February 2014
Personalization via Probabilistic Adaptation
David Sontag, Kevyn Collins-Thompson, Paul N. Bennett, Ryen W. White, Susan Dumais, Bodo von Billerbeck
NIPS 2013 Workshop on Personalization (An extended abstract of work that first appeared in WSDM 2012) | December 2013
Toward Whole-Session Relevance: Exploring Intrinsic Diversity in Web Search
Karthik Raman, Paul N. Bennett, Kevyn Collins-Thompson
Proceedings of the 36th Annual ACM SIGIR Conference (SIGIR 2013) | July 2013
Best Student Paper
Fighting Search Engine Amnesia: Reranking Repeated Results
Milad Shokouhi, Ryen W. White, Paul N. Bennett, Filip Radlinski
Proceedings of the 36th Annual ACM SIGIR Conference (SIGIR 2013) | July 2013
Designing Human-Readable User Profiles for Search Evaluation
Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan Dumais
Short-paper in Proceedings of the 35th ACM European Conference on Information Retrieval (ECIR '13) | March 2013
Pairwise Ranking Aggregation in a Crowdsourced Setting
Xi Chen, Paul N. Bennett, Kevyn Collins-Thompson, Eric Horvitz
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13) | February 2013
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13)
Predicting Content Change on the Web
Kira Radinsky, Paul N. Bennett
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13) | February 2013
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13)
Personalizing Atypical Web Search Sessions
Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan Dumais
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13) | February 2013
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13)
Anticipatory Search: Using Context to Initiate Search
Dan Liebling, Paul Bennett, Ryen W. White
Proc. SIGIR 2012 | August 2012
Active Query Selection for Learning Rankers
Mustafa Bilgic, Paul Bennett
Poster-Paper in Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012). | August 2012
Robust Ranking Models via Risk-Sensitive Optimization
Lidan Wang, Paul Bennett, Kevyn Collins-Thompson
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
Best Paper Runner-Up
Modeling the Impact of Short- and Long-Term Behavior on Search Personalization
Paul Bennett, Ryen W. White, Wei Chu, Susan Dumais, Peter Bailey, Fedor Borisyuk, Xiaoyuan Cui
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
Search, Interrupted: Understanding and Predicting Search Task Continuation
Eugene Agichtein, Ryen W. White, Susan Dumais, Paul Bennett
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
Anticipatory Search: Using Context to Initiate Search
Dan Liebling, Ryen W. White, Paul Bennett
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
(to appear)
Active Sampling of Networks
Joel J. Pfeiffer, Jennifer Neville, Paul Bennett
Proceedings of the ICML 2012 Workshop on Mining and Learning with Graphs | July 2012
Leveraging Interlingual Classification to Improve Web Search
Jagadeesh Jagarlamudi, Paul Bennett, Krysta M. Svore
Proceedings of the 21st International World Wide Web (WWW) Conference | April 2012
Characterizing Web Content, User Interests, and Search Behavior by Reading Level and Topic
Jinyoung Kim, Kevyn Collins-Thompson, Paul Bennett, Susan Dumais
WSDM 2012: Proceedings of the 5th ACM International Conference on Web Search and Data Mining | February 2012
WSDM 2012: Proceedings of the 5th ACM International Conference on Web Search and Data Mining
Probabilistic Models for Personalizing Web Search
David Sontag, Kevyn Collins-Thompson, Paul Bennett, Ryen W. White, Susan Dumais, Bodo von Billerbeck
WSDM 2012: Fifth International Conference on Web Search and Data Miniing | February 2012
Enriching Information Retrieval
Paul Bennett, Khalid El-Arini, Thorsten Joachims, Krysta M. Svore
ACM Sigir Forum | December 2011
Personalizing Web Search Results by Reading Level
Kevyn Collins-Thompson, Paul Bennett, Ryen W. White, Sebastian de la Chica, David Sontag
Proceedings of the 20th ACM International Conference on Information and Knowledge Management (CIKM 2011) | October 2011
Modeling and Analyses of Multi-Session Search Tasks
Alexander Kotov, Paul Bennett, Ryen W. White, Susan Dumais, Jaime Teevan
SIGIR'11, Beijing, China | July 2011
Inferring and Using Location Metadata to Personalize Web Search
Paul Bennett, Filip Radlinski, Ryen W. White, Emine Yilmaz
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR) | July 2011
The Effects of Choice in Routing Relevance Judgments
Edith Law, Paul Bennett, Eric Horvitz
Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011) | July 2011
Modeling and Analysis of Cross-Session Search Tasks
Alexander Kotov, Paul Bennett, Ryen W. White, Susan Dumais, Jaime Teevan
Proceedings of SIGIR 2011 | July 2011
Fractional Similarity: Cross-lingual Feature Selection for Search
Jagadeesh Jagarlamudi, Paul Bennett
Proceedings of the 33rd Annual European Conference on Information Retrieval (ECIR 2011) | April 2011
Proceedings of the 33rd Annual European Conference on Information Retrieval (ECIR 2011)
Detecting Duplicate Web Documents using Clickthrough Data
Filip Radlinski, Paul Bennett, Emine Yilmaz
ACM International Conference on Web Search and Data Mining (WSDM) | February 2011
Predicting Short-term Interests Using Activity-Based Search Contexts
Ryen W. White, Paul Bennett, Susan Dumais
Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM '10) | October 2010
Online Stratified Sampling: Evaluating Classifiers at Web-Scale
Paul Bennett, Vitor Carvalho
Short-Paper in Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM '10) | October 2010
Short-Paper in Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM '10)
Classification-enhanced Ranking
Paul Bennett, Krysta M. Svore, Susan Dumais, Krysta M. Svore
Proceedings of World Wide Web | April 2010
Predicting Query Performance via Classification
Kevyn Collins-Thompson, Paul Bennett
Proceedings of the 32nd Annual European Conference on Information Retrieval (ECIR 2010) | March 2010
Proceedings of the 32nd Annual European Conference on Information Retrieval (ECIR 2010)
Redundancy, Diversity, and Interdependent Document Relevance, a summary of the SIGIR 2009 workshop
Filip Radlinski, Paul Bennett, Ben Carterette
SIGIR Forum | December 2009
Refined Experts: Improving Classification in Large Taxonomies
Paul Bennett, Nam Nguyen
Proceedings of the 32nd Annual ACM SIGIR Conference | July 2009
Estimating Query Performance using Class Predictions
Kevyn Collins-Thompson, Paul Bennett
Poster-Paper in Proceedings of the 32nd Annual ACM SIGIR Conference (SIGIR 2009) | January 2009
Poster-Paper in Proceedings of the 32nd Annual ACM SIGIR Conference (SIGIR 2009)
Picture This: Preferences for Image Search
Paul Bennett, Max Chickering, Anton Mityagin
Demo-paper in the Human Computation 2009 Workshop at KDD '09 | January 2009
Learning Consensus Opinion: Mining Data from a Labeling Game
Paul Bennett, Max Chickering, Anton Mityagin
Proceedings of the 18th Annual International World Wide Web Conference (WWW '09) | January 2009
Proceedings of the 18th Annual International World Wide Web Conference (WWW '09)
Beyond Binary Relevance: Preferences, Diversity, and Set-Level Judgments
Paul Bennett, Ben Carterette, Olivier Chapelle, Thorsten Joachims
December 2008
A Test Collection of Preference Judgments
Ben Carterette, Paul Bennett, Olivier Chapelle
In Proceedings of the SIGIR 2008 Beyond Binary Relevance: Preferences, Diversity, and Set-Level Judgments Workshop | July 2008
Evaluation Measures for Preference Judgments
Ben Carterette, Paul Bennett
Poster-Paper in Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval | January 2008
Poster-Paper in Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
Here or There: Preference Judgments for Relevance
Ben Carterette, Paul Bennett, Max Chickering, Susan Dumais
Proceedings of ECIR 2008 | January 2008
Proceedings of ECIR 2008
ECIR 2018 Test of Time Honorable Mention
Neighborhood-Based Local Sensitivity
Proceedings of ECML 2007 | September 2007
Proceedings of ECML 2007
Combining Probability-Based Rankers for Action-Item Detection
Paul N. Bennett, Jaime Carbonell
Proceedings of HLT-NAACL 2007 | April 2007
Proceedings of HLT-NAACL 2007
Building Reliable Metaclassifiers for Text Learning
May 2006
PhD Thesis: CMU-CS-06-121, Ph.D. Thesis, Computer Science Department, School of Computer Science, Carnegie Mellon University, (See errata at http://www.cs.cmu.edu/~pbennett/papers/errata-for-asymmetric.html) | May 2006
Feature Representation for Effective Action-Item Detection
Paul N. Bennett, Jaime Carbonell
Proceedings of the Beyond Bag-of-Words Workshop at the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2005), (This extends work presented as a SIGIR 2005 poster.) | August 2005
Detecting Action-Items in E-mail
Paul N. Bennett, Jaime Carbonell
Poster-Paper Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2005) | August 2005
The Combination of Text Classifiers Using Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Informtion Retrieval (This paper revises and extends work originally presented in [Bennett, Dumais, & Horvitz; SIGIR 2002].) | March 2005, Vol 8: pp. 67-100
Inductive Transfer for Text Classification using Generalized Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the ICML Workshop on The Continuum from Labeled to Unlabeled Data | August 2003
Using Asymmetric Distributions to Improve Text Classifier Probability Estimates
Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2003) (See errata at http://www.cs.cmu.edu/~pbennett/papers/errata-for-asymmetric.html . This paper revises work that originally appeared as CMU-CS-02-126.) | July 2003
Probabilistic Combination of Text Classifiers Using Reliability Indicators: Models and Results
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2002) (An extended and revised version of this work appears in Information Retrieval, 2005.) | August 2002
Using Asymmetric Distributions to Improve Classiï¬er Probabilities: A Comparison of New and Standard Parametric Methods
CMU-CS-02-126 | April 2002
Computer Science Department, School of Computer Science, Carnegie Mellon University (See errata at http://www.cs.cmu.edu/~pbennett/papers/errata-for-asymmetric.html . Also a revised version of this work appears in SIGIR 2003.)
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Scraps: Enabling Mobile Capture, Contextualization, and Use of Document Resources
Amanda Swearngin, Shamsi Iqbal, Victor Poznanski, Mark Encarnación, Paul Bennett, Jaime Teevan
ACM CHI 2021 | May 2021
Honorable Mention
The Impact of More Transparent Interfaces on Behavior in Personalized Recommendation
Tobias Schnabel, Saleema Amershi, Paul Bennett, Peter Bailey, Thorsten Joachims
Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Improving Learning Outcomes with Gaze Tracking and Automatic Question Generation
Rohail Syed, Kevyn Collins-Thompson, Paul Bennett, Mengqiu Tang, Shane Williams, Shamsi Iqbal, Wendy Tay
The Web Conference 2020 (formerly WWW conference) | April 2020
On How People Navigate Through Their Personal Web of Things
Dhivya Eswaran, Shamsi Iqbal, Adam Fourney, Shane Williams, Paul Bennett
CHI 2020 Workshop on Speculative Designs for Emergent Personal Data Trails | April 2020
Multi-device digital assistance
Ryen W. White, Adam Fourney, Allen Herring, Paul Bennett, Nirupama Chandrasekaran, Robert Sim, Elnaz Nouri, Mark Encarnación
Communications of the ACM | July 2019
Will You Accept an Imperfect AI? Exploring Designs for Adjusting End-user Expectations of AI Systems
Rafal Kocielnik, Saleema Amershi, Paul Bennett
CHI 2019 | May 2019
Guidelines for Human-AI Interaction
Saleema Amershi, Dan Weld, Mihaela Vorvoreanu, Adam Fourney, Besmira Nushi, Penny Collisson, Jina Suh, Shamsi Iqbal, Paul Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, Eric Horvitz
CHI 2019 | May 2019
CHI 2019 Honorable Mention Award
Learning About Work Tasks to Inform Intelligent Assistant Design
Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed H. Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed H. Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
Managing Uncertainty in Time Expressions for Virtual Assistants
Xin Rong, Adam Fourney, Robin N. Brewer, Meredith Ringel Morris, Paul N. Bennett
Proceedings of the 35th Annual CHI Conference on Human Factors in Computing Systems (CHI '17) | May 2017
Best Paper Honorable Mention
Using Shortlists to Support Decision Making and Improve Recommender System Performance
Tobias Schnabel, Paul N. Bennett, Susan T. Dumais, Thorsten Joachims
Proceedings of the 25th International World Wide Web Conference (WWW '16) | May 2016
Designing Human-Readable User Profiles for Search Evaluation
Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan Dumais
Short-paper in Proceedings of the 35th ACM European Conference on Information Retrieval (ECIR '13) | March 2013
A report on the Human Computation Workshop (HComp 2009)
Panos G. Ipeirotis, Ramen Chandrasekar, Paul Bennett, Edith Law, Max Chickering, Anton Mityagin, Foster Provost, Luis von Ahn
KDD Explorations | December 2009, Vol 11: pp. 80-83
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Book Recommending Using Text Categorization with Extracted Information
Raymond J. Mooney, Paul N. Bennett, Loriene Roy
Proceedings of AAAI-98/ICML-98 Workshop on Learning for Text Categorization and the AAAI-98 Workshop on Recommender Systems | July 1998
Text Categorization Through Probabilistic Learning: Applications to Recommender Systems
May 1998
May 1998
Algorithms for Active Classifier Selection: Maximizing Recall with Precision Constraints
Paul N. Bennett, David M. Chickering, Christopher Meek, Xiaojin Zhu
Proceedings of the 10th ACM International Conference on Web Search and Data Mining (WSDM '17) | February 2017
Mining Tasks from the Web Anchor Text Graph: MSR Notebook Paper for the TREC 2015 Tasks Track
Paul N. Bennett, Ryen W. White
Proceedings of the 24th Text Retrieval Conference (TREC '15) | January 2016
Implicit Preference Labels for Learning Highly Selective Personalized Rankers
Paul N. Bennett, Milad Shokouhi, Rich Caruana
Proceedings of the 1st ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2015) | September 2015
Modeling Website Topic Cohesion at Scale to Improve Webpage Classification
Dhivya Eswaran, Paul N. Bennett, Joseph J. Pfeiffer
(Poster-Paper) Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015) | August 2015
Overcoming Relational Learning Biases to Accurately Predict Preferences in Large Scale Networks
Joseph J. Pfeiffer III, Jennifer Neville, Paul N. Bennett
Proceedings of the 24th Annual International World Wide Web Conference (WWW '15) | May 2015
Query Suggestion and Data Fusion in Contextual Disambiguation
Milad Shokouhi, Marc Sloan, Paul N. Bennett, Kevyn Collins-Thompson, Siranush Sarkizova
Proceedings of the 24th International World Wide Web Conference (WWW 2015) | May 2015
Slides at: http://www.slideshare.net/shokouhi1/query-suggestion-and-data-fusion-in-contextual-disambiguation
Composite Likelihood Data Augmentation for Within-Network Statistical Relational Learning
Joseph J. Pfeiffer III, Jennifer Neville, Paul N. Bennett
Proceedings of the 14th IEEE International Conference on Data Mining (ICDM 2014) | December 2014
Active Exploration in Networks: Using Probabilistic Relationships for Learning and Inference
Joseph John Pfeiffer, III, Jennifer Neville, Paul N. Bennett
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management (CIKM '14) | November 2014
Understanding Intrinsic Diversity in Web Search: Improving Whole-Session Relevance
Karthik Raman, Paul N. Bennett, Kevyn Collins-Thompson
ACM Transactions on Information Systems (TOIS) | October 2014, Vol 32
Toward Whole-Session Relevance: Exploring Intrinsic Diversity in Web Search
Karthik Raman, Paul N. Bennett, Kevyn Collins-Thompson
Proceedings of the 36th Annual ACM SIGIR Conference (SIGIR 2013) | July 2013
Best Student Paper
Fighting Search Engine Amnesia: Reranking Repeated Results
Milad Shokouhi, Ryen W. White, Paul N. Bennett, Filip Radlinski
Proceedings of the 36th Annual ACM SIGIR Conference (SIGIR 2013) | July 2013
Combining Active Sampling with Parameter Estimation and Prediction in Single Networks
Joel J. Pfeiffer, Jennifer Neville, Paul N. Bennett
Proceedings of the ICML 2013 Workshop on Structured Learning: Inferring Graphs from Structured and Unstructured Inputs (SLG 2013) | June 2013
Proceedings of the ICML 2013 Workshop on Structured Learning: Inferring Graphs from Structured and Unstructured Inputs
Predicting Content Change on the Web
Kira Radinsky, Paul N. Bennett
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13) | February 2013
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13)
Pairwise Ranking Aggregation in a Crowdsourced Setting
Xi Chen, Paul N. Bennett, Kevyn Collins-Thompson, Eric Horvitz
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13) | February 2013
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13)
Active Sampling of Networks
Joel J. Pfeiffer, Jennifer Neville, Paul Bennett
Proceedings of the ICML 2012 Workshop on Mining and Learning with Graphs | July 2012
Leveraging Interlingual Classification to Improve Web Search
MSR-TR-2012-11 | May 2012
Learning to Rank using an Ensemble of Lambda-Gradient Models
Chris J.C. Burges, Krysta M. Svore, Paul Bennett, Andrzej Pastusiak, Qiang Wu
Journal of Machine Learning Research: Workshop and Conference Proceedings | February 2011, Vol 14: pp. 25-35
Redundancy, Diversity, and Interdependent Document Relevance, a summary of the SIGIR 2009 workshop
Filip Radlinski, Paul Bennett, Ben Carterette
SIGIR Forum | December 2009
Evaluation Measures for Preference Judgments
Ben Carterette, Paul Bennett
Poster-Paper in Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval | January 2008
Poster-Paper in Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
Combining Personalized Agents to Improve Content-Based Recommendations
Jason M. Adams, Paul N. Bennett, Anthony Tomasic
CMU-LTI-07-015 | December 2007
CMU-LTI-07-015, Language Technologies Institute, School of Computer Science, Carnegie Mellon University
Building Reliable Metaclassifiers for Text Learning
May 2006
PhD Thesis: CMU-CS-06-121, Ph.D. Thesis, Computer Science Department, School of Computer Science, Carnegie Mellon University, (See errata at http://www.cs.cmu.edu/~pbennett/papers/errata-for-asymmetric.html) | May 2006
Reducing Boundary Friction Using Translation-Fragment Overlap
Ralf D. Brown, Rebecca Hutchinson, Paul N. Bennett, Jaime G. Carbonell, Peter Jansen
Proceedings of the Machine Translation Summit IX (Shares significant overlap in content with publication listing for CMU-CS-03-138, 2003.) | September 2003
Using Asymmetric Distributions to Improve Text Classifier Probability Estimates
Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2003) (See errata at http://www.cs.cmu.edu/~pbennett/papers/errata-for-asymmetric.html . This paper revises work that originally appeared as CMU-CS-02-126.) | July 2003
Maximal Lattice Overlap in Example-Based Machine Translation
Rebecca Hutchinson, Paul N. Bennett, Jaime Carbonell, Peter Jansen, Ralf Brown
CMU-LTI-03-174 | June 2003
CMU-CS-03-138, Computer Science Department, School of Computer Science, Carnegie Mellon University (Shares significant overlap in content with publication listing for MT Summit IX, 2003.)
Probabilistic Combination of Text Classifiers Using Reliability Indicators: Models and Results
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2002) (An extended and revised version of this work appears in Information Retrieval, 2005.) | August 2002
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Building Effective Query Classifiers: A Case Study in Self-harm Intent Detection
Ashiqur R. KhudaBukhsh, Paul N. Bennett, Ryen W. White
Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM 2015), Melbourne, Australia | October 2015
Persona-ization: Searching on Behalf of Others
Paul N. Bennett, Alexander Fishkov, Emre Kiciman
Proceedings of the SIGIR 2015 International Workshop on Social Personalisation & Search (SPS'15) | August 2015
International Workshop on Social Personalisation & Search (SPS 2015)
Events and Controversies: Influences of a Shocking News Event on Information Seeking
Danai Koutra, Paul N. Bennett, Eric Horvitz
Proceedings of the 24th Annual International World Wide Web Conference (WWW '15) (This paper revises and extends work in TAIA Workshop at SIGIR 2014 and arXiv:1405.1486.) | May 2015
Influences of a Shocking News Event on Web Browsing
Danai Koutra, Paul N. Bennett, Eric Horvitz
Proceedings of the SIGIR 2014 Workshop on Temporal, Social and Spatially-aware Information Access (TAIA'14) (This paper also appers as arXiv:1405.1486 and was later revised and extended in WWW 2015 paper of similar name.) | July 2014
Publications by Type
-
Book Recommending Using Text Categorization with Extracted Information
Raymond J. Mooney, Paul N. Bennett, Loriene Roy
Proceedings of AAAI-98/ICML-98 Workshop on Learning for Text Categorization and the AAAI-98 Workshop on Recommender Systems | July 1998
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations
Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul Bennett
ACL 2022 | May 2022
Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators
Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul Bennett, Jiawei Han, Xia Song
ICLR 2022 | April 2022
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul Bennett, Jiawei Han, Xia Song
NeurIPS 2021 | December 2021
Say `YES’ to Positivity: Detecting Toxic Language in Workplace Communications
Meghana Moorthy Bhat, Saghar Hosseini, Ahmed H. Awadallah, Paul Bennett, Weisheng Li
EMNLP 2021 | November 2021
Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder
Shuqi Lu, Di He, Chenyan Xiong, Guolin Ke, Waleed Malik, Zhicheng Dou, Paul Bennett, Tieyan Liu, Arnold Overwijk
EMNLP 2021 | November 2021
Local Factor Models for Large-Scale Inductive Recommendation
Longqi Yang, Tobias Schnabel, Paul Bennett, Susan Dumais
RecSys | September 2021
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text
Philippe Laban, Tobias Schnabel, Paul Bennett, Marti A. Hearst
ACL-IJCNLP 2021 | July 2021
Scraps: Enabling Mobile Capture, Contextualization, and Use of Document Resources
Amanda Swearngin, Shamsi Iqbal, Victor Poznanski, Mark Encarnación, Paul Bennett, Jaime Teevan
ACM CHI 2021 | May 2021
Honorable Mention
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
Lee Xiong, Chenyan Xiong, Ye Li, Kwok-Fung Tang, Jialin Liu, Paul Bennett, Junaid Ahmed, Arnold Overwijk
International Conference on Learning Representations (ICLR) | April 2021
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision
Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett
ACL-IJCNLP 2021 | December 2020
Leveraging Structured Metadata for Improving Question Answering on the Web
Xinya Du, Adam Fourney, Robert Sim, Paul Bennett, Claire Cardie, Ahmed H. Awadallah
AACL 2020 | December 2020
Debiasing Item-to-Item Recommendations With Small Annotated Datasets
RecSys | September 2020
The Impact of More Transparent Interfaces on Behavior in Personalized Recommendation
Tobias Schnabel, Saleema Amershi, Paul Bennett, Peter Bailey, Thorsten Joachims
Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Contextual Re-Ranking with Behavior Aware Transformers
Chenyan Xiong, Chen Qu, Yizhe Zhang, Corby Rosset, W. Bruce Croft, Paul Bennett
SIGIR 2020 | July 2020
Recent Advances in Conversational Information Retrieval
Jianfeng Gao, Chenyan Xiong, Paul Bennett
SIGIR 2020 | July 2020
Tutorial Slides
Few-Shot Generative Conversational Query Rewriting
Shi Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul Bennett, Jianfeng Gao, Zhiyuan Liu
SIGIR 2020 | June 2020
Best Short Paper Award
Analyzing and Learning from User Interactions for Search Clarification
Hamed Zamani, Bhaskar Mitra, Everest Chen, Gord Lueck, Fernando Diaz, Paul Bennett, Nick Craswell, Susan Dumais
Proceedings of the 43rd international ACM SIGIR conference on Research & development in information retrieval | May 2020
Transformer-XH: Multi-evidence Reasoning with Extra Hop Attention
Chen Zhao, Chenyan Xiong, Corby Rosset, Xia Song, Paul Bennett, Saurabh Tiwary
The Eighth International Conference on Learning Representations (ICLR 2020) | April 2020
Leading Conversational Search by Suggesting Useful Questions
Corby Rosset, Chenyan Xiong, Xia Song, Daniel Campos, Nick Craswell, Saurabh Tiwary, Paul Bennett
The Web Conference 2020 (formerly WWW conference) | April 2020
Improving Learning Outcomes with Gaze Tracking and Automatic Question Generation
Rohail Syed, Kevyn Collins-Thompson, Paul Bennett, Mengqiu Tang, Shane Williams, Shamsi Iqbal, Wendy Tay
The Web Conference 2020 (formerly WWW conference) | April 2020
Generating Clarifying Questions for Information Retrieval
Hamed Zamani, Susan Dumais, Nick Craswell, Paul Bennett, Gord Lueck
The Web Conference 2020 (formerly WWW conference) | April 2020
On How People Navigate Through Their Personal Web of Things
Dhivya Eswaran, Shamsi Iqbal, Adam Fourney, Shane Williams, Paul Bennett
CHI 2020 Workshop on Speculative Designs for Emergent Personal Data Trails | April 2020
Toward Activity Discovery in the Personal Web
Tara Safavi, Adam Fourney, Robert Sim, Marcin Juraszek, Shane Williams, Ned Friend, Danai Koutra, Paul Bennett
The 13th ACM International Conference on Web Search and Data Mining (WSDM) | February 2020
On Domain Transfer When Predicting Intent in Text
Petar Stojanov, Ahmed H. Awadallah, Paul Bennett, Saghar Hosseini
NeurIPS Workshop on Document Intelligence | December 2019
Generic Intent Representation in Web Search
Hongfei Zhang, Xia Song, Chenyan Xiong, Corby Rosset, Paul Bennett, Nick Craswell, Saurabh Tiwary
The 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Context-Aware Intent Identification in Email Conversations
Wei Wang, Saghar Hosseini, Ahmed H. Awadallah, Paul Bennett, Chris Quirk
Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
Guidelines for Human-AI Interaction
Saleema Amershi, Dan Weld, Mihaela Vorvoreanu, Adam Fourney, Besmira Nushi, Penny Collisson, Jina Suh, Shamsi Iqbal, Paul Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, Eric Horvitz
CHI 2019 | May 2019
CHI 2019 Honorable Mention Award
Will You Accept an Imperfect AI? Exploring Designs for Adjusting End-user Expectations of AI Systems
Rafal Kocielnik, Saleema Amershi, Paul Bennett
CHI 2019 | May 2019
Shaping Feedback Data in Recommender Systems with Interventions Based on Information Foraging Theory
Tobias Schnabel, Paul Bennett, Thorsten Joachims
The 12th ACM International Conference on Web Search and Data Mining (WSDM 2019) | March 2019
Learning About Work Tasks to Inform Intelligent Assistant Design
Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed H. Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
Understanding Context for Tasks and Activities
Jan Benetka, John Krumm, Paul Bennett
The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
Representing and Recommending Shopping Baskets with Complementarity, Compatibility, and Loyalty
Mengting Wan, Di Wang, Jie Liu, Paul Bennett, Julian McAuley
27th ACM International Conference on Information and Knoweldge Management | October 2018
Calendar-Aware Proactive Email Recommendation
Qian Zhao, Paul Bennett, Adam Fourney, Anne Loomis Thompson, Shane Williams, Adam D. Troy, Susan Dumais
Proceedings of the 41st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
Short-Term Satisfaction and Long-Term Coverage: Understanding How Users Tolerate Algorithmic Exploration
Tobias Schnabel, Paul N. Bennett, Susan Dumais, Thorsten Joachims
Proceedings of the 11th ACM International Conference on Web Search and Data Mining (WSDM '18) | February 2018
Characterizing and Predicting Enterprise Email Reply Behavior
Liu Yang, Susan Dumais, Paul Bennett, Ahmed H. Awadallah
Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
Self-Es: The Role of Emails-to-Self in Personal Information Management
Horatiu Bota, Paul N. Bennett, Ahmed H. Awadallah, Susan T. Dumais
Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
Managing Uncertainty in Time Expressions for Virtual Assistants
Xin Rong, Adam Fourney, Robin N. Brewer, Meredith Ringel Morris, Paul N. Bennett
Proceedings of the 35th Annual CHI Conference on Human Factors in Computing Systems (CHI '17) | May 2017
Best Paper Honorable Mention
Algorithms for Active Classifier Selection: Maximizing Recall with Precision Constraints
Paul N. Bennett, David M. Chickering, Christopher Meek, Xiaojin Zhu
Proceedings of the 10th ACM International Conference on Web Search and Data Mining (WSDM '17) | February 2017
Characterizing Cross-Domain Search Behavior
Rishabh Mehrotra, Paul N. Bennett, Susan Dumais, Jaime Teevan
Proceedings of the Second Workshop on Heterogeneous Information Access at SIGIR 2016 (HIA'16) | July 2016
Analyzing and Predicting Task Reminders
David Graus, Paul N. Bennett, Ryen W. White, Eric Horvitz
Proceedings of the 24th ACM Conference on User Modeling, Adaptation, and Personalization (UMAP '16) | July 2016
Best Student Paper
Analyzing and Predicting Task Reminders
David Graus, Paul Bennett, Ryen W. White, Eric Horvitz
May 2016
ISBN: 978-1-4503-4370-1/16/07
Using Shortlists to Support Decision Making and Improve Recommender System Performance
Tobias Schnabel, Paul N. Bennett, Susan T. Dumais, Thorsten Joachims
Proceedings of the 25th International World Wide Web Conference (WWW '16) | May 2016
Mining Tasks from the Web Anchor Text Graph: MSR Notebook Paper for the TREC 2015 Tasks Track
Paul N. Bennett, Ryen W. White
Proceedings of the 24th Text Retrieval Conference (TREC '15) | January 2016
Building Effective Query Classifiers: A Case Study in Self-harm Intent Detection
Ashiqur R. KhudaBukhsh, Paul N. Bennett, Ryen W. White
Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM 2015), Melbourne, Australia | October 2015
Implicit Preference Labels for Learning Highly Selective Personalized Rankers
Paul N. Bennett, Milad Shokouhi, Rich Caruana
Proceedings of the 1st ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2015) | September 2015
Persona-ization: Searching on Behalf of Others
Paul N. Bennett, Alexander Fishkov, Emre Kiciman
Proceedings of the SIGIR 2015 International Workshop on Social Personalisation & Search (SPS'15) | August 2015
International Workshop on Social Personalisation & Search (SPS 2015)
Modeling Website Topic Cohesion at Scale to Improve Webpage Classification
Dhivya Eswaran, Paul N. Bennett, Joseph J. Pfeiffer
(Poster-Paper) Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015) | August 2015
Events and Controversies: Influences of a Shocking News Event on Information Seeking
Danai Koutra, Paul N. Bennett, Eric Horvitz
Proceedings of the 24th Annual International World Wide Web Conference (WWW '15) (This paper revises and extends work in TAIA Workshop at SIGIR 2014 and arXiv:1405.1486.) | May 2015
Query Suggestion and Data Fusion in Contextual Disambiguation
Milad Shokouhi, Marc Sloan, Paul N. Bennett, Kevyn Collins-Thompson, Siranush Sarkizova
Proceedings of the 24th International World Wide Web Conference (WWW 2015) | May 2015
Slides at: http://www.slideshare.net/shokouhi1/query-suggestion-and-data-fusion-in-contextual-disambiguation
Overcoming Relational Learning Biases to Accurately Predict Preferences in Large Scale Networks
Joseph J. Pfeiffer III, Jennifer Neville, Paul N. Bennett
Proceedings of the 24th Annual International World Wide Web Conference (WWW '15) | May 2015
Overview of the Special Issue on Contextual Search and Recommendation
Paul N. Bennett, Kevyn Collins-Thompson, Diane Kelly, Ryen W. White, Yi Zhang
ACM Transactions on Information Systems | March 2015
Overview of the TREC 2014 Web Track
Kevyn Collins-Thompson, Craig Macdonald, Paul N. Bennett, Fernando Diaz, Ellen M. Voorhees
In Proceedings of the 23rd Text REtrieval Conference (TREC '14) | February 2015
Composite Likelihood Data Augmentation for Within-Network Statistical Relational Learning
Joseph J. Pfeiffer III, Jennifer Neville, Paul N. Bennett
Proceedings of the 14th IEEE International Conference on Data Mining (ICDM 2014) | December 2014
Active Exploration in Networks: Using Probabilistic Relationships for Learning and Inference
Joseph John Pfeiffer, III, Jennifer Neville, Paul N. Bennett
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management (CIKM '14) | November 2014
Influences of a Shocking News Event on Web Browsing
Danai Koutra, Paul N. Bennett, Eric Horvitz
Proceedings of the SIGIR 2014 Workshop on Temporal, Social and Spatially-aware Information Access (TAIA'14) (This paper also appers as arXiv:1405.1486 and was later revised and extended in WWW 2015 paper of similar name.) | July 2014
The Emergence of A Peer Relationship in E-mail: A Longitudinal Study of a Student-Advisor Relationship
Proceedings of JGC60: A Celebration of the Life and Work of Jaime G. Carbonell | April 2014
TREC 2013 Web Track Overview
Kevyn Collins-Thompson, Paul N. Bennett, Fernando Diaz, Charles L. A. Clarke, Ellen M. Vorhees
Proceedings of the 22nd Text REtrieval Conference (TREC 2013) | February 2014
Personalization via Probabilistic Adaptation
David Sontag, Kevyn Collins-Thompson, Paul N. Bennett, Ryen W. White, Susan Dumais, Bodo von Billerbeck
NIPS 2013 Workshop on Personalization (An extended abstract of work that first appeared in WSDM 2012) | December 2013
Toward Whole-Session Relevance: Exploring Intrinsic Diversity in Web Search
Karthik Raman, Paul N. Bennett, Kevyn Collins-Thompson
Proceedings of the 36th Annual ACM SIGIR Conference (SIGIR 2013) | July 2013
Best Student Paper
Fighting Search Engine Amnesia: Reranking Repeated Results
Milad Shokouhi, Ryen W. White, Paul N. Bennett, Filip Radlinski
Proceedings of the 36th Annual ACM SIGIR Conference (SIGIR 2013) | July 2013
Combining Active Sampling with Parameter Estimation and Prediction in Single Networks
Joel J. Pfeiffer, Jennifer Neville, Paul N. Bennett
Proceedings of the ICML 2013 Workshop on Structured Learning: Inferring Graphs from Structured and Unstructured Inputs (SLG 2013) | June 2013
Proceedings of the ICML 2013 Workshop on Structured Learning: Inferring Graphs from Structured and Unstructured Inputs
Designing Human-Readable User Profiles for Search Evaluation
Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan Dumais
Short-paper in Proceedings of the 35th ACM European Conference on Information Retrieval (ECIR '13) | March 2013
Predicting Content Change on the Web
Kira Radinsky, Paul N. Bennett
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13) | February 2013
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13)
Personalizing Atypical Web Search Sessions
Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan Dumais
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13) | February 2013
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13)
Pairwise Ranking Aggregation in a Crowdsourced Setting
Xi Chen, Paul N. Bennett, Kevyn Collins-Thompson, Eric Horvitz
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13) | February 2013
Proceedings of the 6th ACM International Conference on Web Search and Data Mining (WSDM '13)
Active Query Selection for Learning Rankers
Mustafa Bilgic, Paul Bennett
Poster-Paper in Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012). | August 2012
Anticipatory Search: Using Context to Initiate Search
Dan Liebling, Paul Bennett, Ryen W. White
Proc. SIGIR 2012 | August 2012
Anticipatory Search: Using Context to Initiate Search
Dan Liebling, Ryen W. White, Paul Bennett
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
(to appear)
Search, Interrupted: Understanding and Predicting Search Task Continuation
Eugene Agichtein, Ryen W. White, Susan Dumais, Paul Bennett
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
Robust Ranking Models via Risk-Sensitive Optimization
Lidan Wang, Paul Bennett, Kevyn Collins-Thompson
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
Best Paper Runner-Up
Modeling the Impact of Short- and Long-Term Behavior on Search Personalization
Paul Bennett, Ryen W. White, Wei Chu, Susan Dumais, Peter Bailey, Fedor Borisyuk, Xiaoyuan Cui
Proceedings of the 35th Annual ACM SIGIR Conference (SIGIR 2012) | August 2012
Active Sampling of Networks
Joel J. Pfeiffer, Jennifer Neville, Paul Bennett
Proceedings of the ICML 2012 Workshop on Mining and Learning with Graphs | July 2012
Leveraging Interlingual Classification to Improve Web Search
Jagadeesh Jagarlamudi, Paul Bennett, Krysta M. Svore
Proceedings of the 21st International World Wide Web (WWW) Conference | April 2012
Probabilistic Models for Personalizing Web Search
David Sontag, Kevyn Collins-Thompson, Paul Bennett, Ryen W. White, Susan Dumais, Bodo von Billerbeck
WSDM 2012: Fifth International Conference on Web Search and Data Miniing | February 2012
Characterizing Web Content, User Interests, and Search Behavior by Reading Level and Topic
Jinyoung Kim, Kevyn Collins-Thompson, Paul Bennett, Susan Dumais
WSDM 2012: Proceedings of the 5th ACM International Conference on Web Search and Data Mining | February 2012
WSDM 2012: Proceedings of the 5th ACM International Conference on Web Search and Data Mining
Enriching Information Retrieval
Paul Bennett, Khalid El-Arini, Thorsten Joachims, Krysta M. Svore
ACM Sigir Forum | December 2011
Personalizing Web Search Results by Reading Level
Kevyn Collins-Thompson, Paul Bennett, Ryen W. White, Sebastian de la Chica, David Sontag
Proceedings of the 20th ACM International Conference on Information and Knowledge Management (CIKM 2011) | October 2011
Modeling and Analyses of Multi-Session Search Tasks
Alexander Kotov, Paul Bennett, Ryen W. White, Susan Dumais, Jaime Teevan
SIGIR'11, Beijing, China | July 2011
Modeling and Analysis of Cross-Session Search Tasks
Alexander Kotov, Paul Bennett, Ryen W. White, Susan Dumais, Jaime Teevan
Proceedings of SIGIR 2011 | July 2011
Inferring and Using Location Metadata to Personalize Web Search
Paul Bennett, Filip Radlinski, Ryen W. White, Emine Yilmaz
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR) | July 2011
The Effects of Choice in Routing Relevance Judgments
Edith Law, Paul Bennett, Eric Horvitz
Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011) | July 2011
Fractional Similarity: Cross-lingual Feature Selection for Search
Jagadeesh Jagarlamudi, Paul Bennett
Proceedings of the 33rd Annual European Conference on Information Retrieval (ECIR 2011) | April 2011
Proceedings of the 33rd Annual European Conference on Information Retrieval (ECIR 2011)
Detecting Duplicate Web Documents using Clickthrough Data
Filip Radlinski, Paul Bennett, Emine Yilmaz
ACM International Conference on Web Search and Data Mining (WSDM) | February 2011
MSRC at TREC 2011 Crowdsourcing Track
Paul Bennett, Ece Kamar, Gabriella Kazai
In Proceedings of TREC 2011 | January 2011
Online Stratified Sampling: Evaluating Classifiers at Web-Scale
Paul Bennett, Vitor Carvalho
Short-Paper in Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM '10) | October 2010
Short-Paper in Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM '10)
Predicting Short-term Interests Using Activity-Based Search Contexts
Ryen W. White, Paul Bennett, Susan Dumais
Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM '10) | October 2010
Classification-enhanced Ranking
Paul Bennett, Krysta M. Svore, Susan Dumais, Krysta M. Svore
Proceedings of World Wide Web | April 2010
Predicting Query Performance via Classification
Kevyn Collins-Thompson, Paul Bennett
Proceedings of the 32nd Annual European Conference on Information Retrieval (ECIR 2010) | March 2010
Proceedings of the 32nd Annual European Conference on Information Retrieval (ECIR 2010)
Redundancy, Diversity, and Interdependent Document Relevance, a summary of the SIGIR 2009 workshop
Filip Radlinski, Paul Bennett, Ben Carterette
SIGIR Forum | December 2009
Refined Experts: Improving Classification in Large Taxonomies
Paul Bennett, Nam Nguyen
Proceedings of the 32nd Annual ACM SIGIR Conference | July 2009
Picture This: Preferences for Image Search
Paul Bennett, Max Chickering, Anton Mityagin
Demo-paper in the Human Computation 2009 Workshop at KDD '09 | January 2009
Learning Consensus Opinion: Mining Data from a Labeling Game
Paul Bennett, Max Chickering, Anton Mityagin
Proceedings of the 18th Annual International World Wide Web Conference (WWW '09) | January 2009
Proceedings of the 18th Annual International World Wide Web Conference (WWW '09)
Estimating Query Performance using Class Predictions
Kevyn Collins-Thompson, Paul Bennett
Poster-Paper in Proceedings of the 32nd Annual ACM SIGIR Conference (SIGIR 2009) | January 2009
Poster-Paper in Proceedings of the 32nd Annual ACM SIGIR Conference (SIGIR 2009)
A Test Collection of Preference Judgments
Ben Carterette, Paul Bennett, Olivier Chapelle
In Proceedings of the SIGIR 2008 Beyond Binary Relevance: Preferences, Diversity, and Set-Level Judgments Workshop | July 2008
Here or There: Preference Judgments for Relevance
Ben Carterette, Paul Bennett, Max Chickering, Susan Dumais
Proceedings of ECIR 2008 | January 2008
Proceedings of ECIR 2008
ECIR 2018 Test of Time Honorable Mention
Evaluation Measures for Preference Judgments
Ben Carterette, Paul Bennett
Poster-Paper in Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval | January 2008
Poster-Paper in Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
Neighborhood-Based Local Sensitivity
Proceedings of ECML 2007 | September 2007
Proceedings of ECML 2007
Dual Strategy Active Learning
Pinar Donmez, Jaime G. Carbonell, Paul N. Bennett
Proceedings of ECML 2007 | September 2007
Combining Probability-Based Rankers for Action-Item Detection
Paul N. Bennett, Jaime Carbonell
Proceedings of HLT-NAACL 2007 | April 2007
Proceedings of HLT-NAACL 2007
Feature Representation for Effective Action-Item Detection
Paul N. Bennett, Jaime Carbonell
Proceedings of the Beyond Bag-of-Words Workshop at the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2005), (This extends work presented as a SIGIR 2005 poster.) | August 2005
Detecting Action-Items in E-mail
Paul N. Bennett, Jaime Carbonell
Poster-Paper Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2005) | August 2005
Reducing Boundary Friction Using Translation-Fragment Overlap
Ralf D. Brown, Rebecca Hutchinson, Paul N. Bennett, Jaime G. Carbonell, Peter Jansen
Proceedings of the Machine Translation Summit IX (Shares significant overlap in content with publication listing for CMU-CS-03-138, 2003.) | September 2003
Inductive Transfer for Text Classification using Generalized Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the ICML Workshop on The Continuum from Labeled to Unlabeled Data | August 2003
Using Asymmetric Distributions to Improve Text Classifier Probability Estimates
Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2003) (See errata at http://www.cs.cmu.edu/~pbennett/papers/errata-for-asymmetric.html . This paper revises work that originally appeared as CMU-CS-02-126.) | July 2003
Probabilistic Combination of Text Classifiers Using Reliability Indicators: Models and Results
Paul N. Bennett, Susan Dumais, Eric Horvitz
Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2002) (An extended and revised version of this work appears in Information Retrieval, 2005.) | August 2002
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Less is More: Pre-training a Strong Siamese Encoder Using a Weak Decoder
Shuqi Lu, Chenyan Xiong, Di He, Guolin Ke, Waleed Malik, Zhicheng Dou, Paul Bennett, Tieyan Liu, Arnold Overwijk
May 2021
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Assessing the Calibration of Naive Bayes’ Posterior Estimates
CMU-CS-00-155 | September 2000
Computer Science Department, School of Computer Science, Carnegie Mellon University
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search
Chenyan Xiong, Zhenghao Liu, Si Sun, Zhuyun Dai, Kaitao Zhang, Shi Yu, Zhiyuan Liu, Hoifung Poon, Jianfeng Gao, Paul Bennett
MSR-TR-2020-49 | November 2020
Published by Microsoft
The participation report of our top non-manual entry in TREC COVID Round 2.
Leveraging Interlingual Classification to Improve Web Search
MSR-TR-2012-11 | May 2012
Combining Personalized Agents to Improve Content-Based Recommendations
Jason M. Adams, Paul N. Bennett, Anthony Tomasic
CMU-LTI-07-015 | December 2007
CMU-LTI-07-015, Language Technologies Institute, School of Computer Science, Carnegie Mellon University
Maximal Lattice Overlap in Example-Based Machine Translation
Rebecca Hutchinson, Paul N. Bennett, Jaime Carbonell, Peter Jansen, Ralf Brown
CMU-LTI-03-174 | June 2003
CMU-CS-03-138, Computer Science Department, School of Computer Science, Carnegie Mellon University (Shares significant overlap in content with publication listing for MT Summit IX, 2003.)
Using Asymmetric Distributions to Improve Classiï¬er Probabilities: A Comparison of New and Standard Parametric Methods
CMU-CS-02-126 | April 2002
Computer Science Department, School of Computer Science, Carnegie Mellon University (See errata at http://www.cs.cmu.edu/~pbennett/papers/errata-for-asymmetric.html . Also a revised version of this work appears in SIGIR 2003.)
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A Report on the First Workshop on Document Intelligence (DI) at NeurIPS 2019
Hamid Motahari, Nigel Duffy, Paul Bennett, Tania Bedrax-Weiss
SigKDD Explorations | December 2020, Vol 22(2)
Multi-device digital assistance
Ryen W. White, Adam Fourney, Allen Herring, Paul Bennett, Nirupama Chandrasekaran, Robert Sim, Elnaz Nouri, Mark Encarnación
Communications of the ACM | July 2019
Understanding Intrinsic Diversity in Web Search: Improving Whole-Session Relevance
Karthik Raman, Paul N. Bennett, Kevyn Collins-Thompson
ACM Transactions on Information Systems (TOIS) | October 2014, Vol 32
Learning to Rank using an Ensemble of Lambda-Gradient Models
Chris J.C. Burges, Krysta M. Svore, Paul Bennett, Andrzej Pastusiak, Qiang Wu
Journal of Machine Learning Research: Workshop and Conference Proceedings | February 2011, Vol 14: pp. 25-35
A report on the Human Computation Workshop (HComp 2009)
Panos G. Ipeirotis, Ramen Chandrasekar, Paul Bennett, Edith Law, Max Chickering, Anton Mityagin, Foster Provost, Luis von Ahn
KDD Explorations | December 2009, Vol 11: pp. 80-83
Beyond Binary Relevance: Preferences, Diversity, and Set-Level Judgments
Paul Bennett, Ben Carterette, Olivier Chapelle, Thorsten Joachims
December 2008
The Combination of Text Classifiers Using Reliability Indicators
Paul N. Bennett, Susan Dumais, Eric Horvitz
Informtion Retrieval (This paper revises and extends work originally presented in [Bennett, Dumais, & Horvitz; SIGIR 2002].) | March 2005, Vol 8: pp. 67-100
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Special Issue of ACM TOIS on Contextual Search and Recommendation
Paul N. Bennett, Kevyn Collins-Thompson, Diane Kelly, Ryen White, Yi Zhang, (guest eds)
March 2015, Vol 33
Published by ACM | March 2015, Vol 33
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Text Categorization Through Probabilistic Learning: Applications to Recommender Systems
May 1998
May 1998
Building Reliable Metaclassifiers for Text Learning
May 2006
PhD Thesis: CMU-CS-06-121, Ph.D. Thesis, Computer Science Department, School of Computer Science, Carnegie Mellon University, (See errata at http://www.cs.cmu.edu/~pbennett/papers/errata-for-asymmetric.html) | May 2006