What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression
Mengnan Du, Subhabrata (Subho) Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Awadallah
EACL | April 2023
Publications
Publications by Year
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Knowledge Infused Decoding
Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah
ICLR 2022 | April 2022
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A Conditional Generative Matching Approach for Multi-lingual Reply Suggestion
Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
EMNLP 2021 (Findings) | November 2021
A Dataset and Baselines for Multilingual Reply Suggestion
Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
ACL-IJCNLP 2021 | July 2021
Language Scaling for Universal Suggested Replies Model
Qianlan Ying, Payal Bajaj, Budhaditya Deb, Yu Yang, Wei Wang, Bojia Lin, Milad Shokouhi, Xia Song, Yang Yang, Daxin Jiang (姜大昕)
NAACL 2021 Industrial Track | June 2021
When does text prediction benefit from additional context? An exploration of contextual signals for chat and email messages
Stojan Trajanovski, Chad Atalla, Kunho Kim, Vipul Agarwal, Milad Shokouhi, Chris Quirk
NAACL 2021 | June 2021
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
NAACL 2021 | May 2021
“I Can’t Reply with That”: Characterizing Problematic Email Reply Suggestions
Ronald Robertson, Alexandra Olteanu, Fernando Diaz, Milad Shokouhi, Peter Bailey
CHI Conference on Human Factors in Computing Systems (CHI ’21) | May 2021
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Differentially Private Set Union
Sivakanth Gopi, Pankaj Gulhane, Janardhan (Jana) Kulkarni, Judy Hanwen Shen, Milad Shokouhi, Sergey Yekhanin
International Conference on Machine Learning 2020 | July 2020
Contributed talk at TPDP 2020. Also appeared in the Journal of Privacy and Confidentiality (JPC).
Learning with Weak Supervision for Email Intent Detection
Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
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Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder
Budhaditya Deb, Peter Bailey, Milad Shokouhi
NAACL-HLT 2019 | June 2019
Evaluating User Actions as a Proxy for Email Significance
Tarfah Alrashed, Chia-Jung Lee, Peter Bailey, Christopher Lin, Milad Shokouhi, Susan Dumais
The World Wide Web Conference | May 2019
Exploring User Behavior in Email Re-Finding Tasks
Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Awadallah, Milad Shokouhi
The 28th International Web Conference (WWW 2019) | May 2019
Email Triage: Challenges and Opportunities
Bahar Sarrafzadeh, Ahmed Awadallah, Milad Shokouhi
ACM SIGIR Conference on Human Information Interaction and Retrievak (CHIIR) | March 2019
Characterizing and Predicting Email Deferral Behaviour
Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
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Identifying Task Boundaries in Digital Assistants
Madian Khabsa, Ahmed El Kholy, Ahmed Awadallah, Imed Zitouni, Milad Shokouhi
The 27th International Web Conference (WWW 2018) | April 2018
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Deep Sequential Models for Task Satisfaction Prediction
Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz, Milad Shokouhi, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
The 26th ACM Conference on Information and Knowledge Management (CIKM 2017) | November 2017
Identifying User Sessions in Interactions with Intelligent Assistants
Rishabh Mehrota, Ahmed El Kholy, Imed Zitouni, Milad Shokouhi, Ahmed Awadallah
The 26th International World Wide Web Conference (WWW 2017) | April 2017
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Finding Email in a Multi-Account, Multi-Device World
Marta E. Cecchinato, Abigail Sellen, Milad Shokouhi, Gavin Smyth
2016 Human Factors in Computing Systems | May 2016
Did You Say U2 or Youtube? Inferring Implicit Transcripts from Voice Search Logs
Nick Craswell, Umut Ozertem, Milad Shokouhi
Proceedings of the 25th International World Wide Web Conference (WWW2016) | April 2016
Modelling User Interest for Zero-query Ranking
Liu Yang, Qi Guo, Yang Song, Sha Meng, Milad Shokouhi, Kieran McDonald, W. Bruce Croft
European Conference on Information Retrieval (ECIR 2016) | March 2016
European Conference on Information Retrieval (ECIR 2016)
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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
Learning Asymmetric Co-Relevance
Fiana Raiber, Oren Kurland, Filip Radlinski, Milad Shokouhi
Proceedings of the ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR) | September 2015
From Queries to Cards: Re-ranking Proactive Card Recommendations Based on Reactive Search History
Milad Shokouhi, Qi Guo
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR2015) | 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
Anchoring and Adjustment in Relevance Estimation
Milad Shokouhi, Ryen W. White, Emine Yilmaz
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR2015) | April 2015
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR2015)
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An Eye-tracking Study of User Interactions with Query Auto Completion
Katja Hofmann, Bhaskar Mitra, Filip Radlinski, Milad Shokouhi
Proceedings of the 23rd ACM International Conference on Information and Knowledge Management (CIKM) | November 2014
Mobile Query Reformulations
Milad Shokouhi, Rosie Jones, Umut Ozertem, Karthik Raghunathan, Fernando Diaz
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR2014) | July 2014
On Correlation of Absence Time and Search Effectiveness
Sunandan Chakraborty, Filip Radlinski, Milad Shokouhi, Paul Baecke
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR) | July 2014
On User Interactions with Query Auto-Completion
Bhaskar Mitra, Milad Shokouhi, Filip Radlinski, Katja Hofmann
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR) | July 2014
Community-Based Bayesian Aggregation Models for Crowdsourcing
Matteo Venanzi, John Guiver, Gabriella Kazai, Pushmeet Kohli, Milad Shokouhi
WWW '14 Proceedings of the 23rd international conference on World wide web | April 2014
ISBN: 978-1-4503-2744-2
Best paper runner up
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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
Inferring the Demographics of Search Users
Bin Bi, Milad Shokouhi, Michal Kosinski, Thore Graepel
22nd International World Wide Web Conference | January 2013
Learning to Personalize Query Auto-Completion
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR) | January 2013
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LambdaMerge: Merging the Results of Query Reformulations
Daniel Sheldon, Milad Shokouhi, Martin Szummer, Nick Craswell
Conf. Web search and data mining (WSDM) | February 2011
Detecting Seasonal Queries by Time-Series Analysis
Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval | January 2011
Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
Federated Search
Milad Shokouhi, Luo Si
January 2011 | Federated Search edition
Learning to Rank for Freshness and Relevance
Na Dai, Milad Shokouhi, Brian D. Davison
Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval | January 2011
Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
Publications by Research Area
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Knowledge Infused Decoding
Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah
ICLR 2022 | April 2022
Language Scaling for Universal Suggested Replies Model
Qianlan Ying, Payal Bajaj, Budhaditya Deb, Yu Yang, Wei Wang, Bojia Lin, Milad Shokouhi, Xia Song, Yang Yang, Daxin Jiang (姜大昕)
NAACL 2021 Industrial Track | June 2021
When does text prediction benefit from additional context? An exploration of contextual signals for chat and email messages
Stojan Trajanovski, Chad Atalla, Kunho Kim, Vipul Agarwal, Milad Shokouhi, Chris Quirk
NAACL 2021 | June 2021
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
NAACL 2021 | May 2021
Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder
Budhaditya Deb, Peter Bailey, Milad Shokouhi
NAACL-HLT 2019 | June 2019
Exploring User Behavior in Email Re-Finding Tasks
Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Awadallah, Milad Shokouhi
The 28th International Web Conference (WWW 2019) | May 2019
Email Triage: Challenges and Opportunities
Bahar Sarrafzadeh, Ahmed Awadallah, Milad Shokouhi
ACM SIGIR Conference on Human Information Interaction and Retrievak (CHIIR) | March 2019
Characterizing and Predicting Email Deferral Behaviour
Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
Identifying Task Boundaries in Digital Assistants
Madian Khabsa, Ahmed El Kholy, Ahmed Awadallah, Imed Zitouni, Milad Shokouhi
The 27th International Web Conference (WWW 2018) | April 2018
Deep Sequential Models for Task Satisfaction Prediction
Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz, Milad Shokouhi, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
The 26th ACM Conference on Information and Knowledge Management (CIKM 2017) | November 2017
An Eye-tracking Study of User Interactions with Query Auto Completion
Katja Hofmann, Bhaskar Mitra, Filip Radlinski, Milad Shokouhi
Proceedings of the 23rd ACM International Conference on Information and Knowledge Management (CIKM) | November 2014
Community-Based Bayesian Aggregation Models for Crowdsourcing
Matteo Venanzi, John Guiver, Gabriella Kazai, Pushmeet Kohli, Milad Shokouhi
WWW '14 Proceedings of the 23rd international conference on World wide web | April 2014
ISBN: 978-1-4503-2744-2
Best paper runner up
LambdaMerge: Merging the Results of Query Reformulations
Daniel Sheldon, Milad Shokouhi, Martin Szummer, Nick Craswell
Conf. Web search and data mining (WSDM) | February 2011
-
What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression
Mengnan Du, Subhabrata (Subho) Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Awadallah
EACL | April 2023
Knowledge Infused Decoding
Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah
ICLR 2022 | April 2022
A Conditional Generative Matching Approach for Multi-lingual Reply Suggestion
Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
EMNLP 2021 (Findings) | November 2021
A Dataset and Baselines for Multilingual Reply Suggestion
Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
ACL-IJCNLP 2021 | July 2021
When does text prediction benefit from additional context? An exploration of contextual signals for chat and email messages
Stojan Trajanovski, Chad Atalla, Kunho Kim, Vipul Agarwal, Milad Shokouhi, Chris Quirk
NAACL 2021 | June 2021
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
NAACL 2021 | May 2021
“I Can’t Reply with That”: Characterizing Problematic Email Reply Suggestions
Ronald Robertson, Alexandra Olteanu, Fernando Diaz, Milad Shokouhi, Peter Bailey
CHI Conference on Human Factors in Computing Systems (CHI ’21) | May 2021
Learning with Weak Supervision for Email Intent Detection
Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder
Budhaditya Deb, Peter Bailey, Milad Shokouhi
NAACL-HLT 2019 | June 2019
-
“I Can’t Reply with That”: Characterizing Problematic Email Reply Suggestions
Ronald Robertson, Alexandra Olteanu, Fernando Diaz, Milad Shokouhi, Peter Bailey
CHI Conference on Human Factors in Computing Systems (CHI ’21) | May 2021
Finding Email in a Multi-Account, Multi-Device World
Marta E. Cecchinato, Abigail Sellen, Milad Shokouhi, Gavin Smyth
2016 Human Factors in Computing Systems | May 2016
An Eye-tracking Study of User Interactions with Query Auto Completion
Katja Hofmann, Bhaskar Mitra, Filip Radlinski, Milad Shokouhi
Proceedings of the 23rd ACM International Conference on Information and Knowledge Management (CIKM) | November 2014
Inferring the Demographics of Search Users
Bin Bi, Milad Shokouhi, Michal Kosinski, Thore Graepel
22nd International World Wide Web Conference | January 2013
Detecting Seasonal Queries by Time-Series Analysis
Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval | January 2011
Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
-
Learning with Weak Supervision for Email Intent Detection
Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Evaluating User Actions as a Proxy for Email Significance
Tarfah Alrashed, Chia-Jung Lee, Peter Bailey, Christopher Lin, Milad Shokouhi, Susan Dumais
The World Wide Web Conference | May 2019
Exploring User Behavior in Email Re-Finding Tasks
Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Awadallah, Milad Shokouhi
The 28th International Web Conference (WWW 2019) | May 2019
Email Triage: Challenges and Opportunities
Bahar Sarrafzadeh, Ahmed Awadallah, Milad Shokouhi
ACM SIGIR Conference on Human Information Interaction and Retrievak (CHIIR) | March 2019
Characterizing and Predicting Email Deferral Behaviour
Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
Identifying Task Boundaries in Digital Assistants
Madian Khabsa, Ahmed El Kholy, Ahmed Awadallah, Imed Zitouni, Milad Shokouhi
The 27th International Web Conference (WWW 2018) | April 2018
Deep Sequential Models for Task Satisfaction Prediction
Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz, Milad Shokouhi, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
The 26th ACM Conference on Information and Knowledge Management (CIKM 2017) | November 2017
Identifying User Sessions in Interactions with Intelligent Assistants
Rishabh Mehrota, Ahmed El Kholy, Imed Zitouni, Milad Shokouhi, Ahmed Awadallah
The 26th International World Wide Web Conference (WWW 2017) | April 2017
Finding Email in a Multi-Account, Multi-Device World
Marta E. Cecchinato, Abigail Sellen, Milad Shokouhi, Gavin Smyth
2016 Human Factors in Computing Systems | May 2016
Did You Say U2 or Youtube? Inferring Implicit Transcripts from Voice Search Logs
Nick Craswell, Umut Ozertem, Milad Shokouhi
Proceedings of the 25th International World Wide Web Conference (WWW2016) | April 2016
Modelling User Interest for Zero-query Ranking
Liu Yang, Qi Guo, Yang Song, Sha Meng, Milad Shokouhi, Kieran McDonald, W. Bruce Croft
European Conference on Information Retrieval (ECIR 2016) | March 2016
European Conference on Information Retrieval (ECIR 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
Learning Asymmetric Co-Relevance
Fiana Raiber, Oren Kurland, Filip Radlinski, Milad Shokouhi
Proceedings of the ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR) | September 2015
From Queries to Cards: Re-ranking Proactive Card Recommendations Based on Reactive Search History
Milad Shokouhi, Qi Guo
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR2015) | 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
Anchoring and Adjustment in Relevance Estimation
Milad Shokouhi, Ryen W. White, Emine Yilmaz
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR2015) | April 2015
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR2015)
An Eye-tracking Study of User Interactions with Query Auto Completion
Katja Hofmann, Bhaskar Mitra, Filip Radlinski, Milad Shokouhi
Proceedings of the 23rd ACM International Conference on Information and Knowledge Management (CIKM) | November 2014
On User Interactions with Query Auto-Completion
Bhaskar Mitra, Milad Shokouhi, Filip Radlinski, Katja Hofmann
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR) | July 2014
On Correlation of Absence Time and Search Effectiveness
Sunandan Chakraborty, Filip Radlinski, Milad Shokouhi, Paul Baecke
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR) | July 2014
Mobile Query Reformulations
Milad Shokouhi, Rosie Jones, Umut Ozertem, Karthik Raghunathan, Fernando Diaz
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR2014) | July 2014
Community-Based Bayesian Aggregation Models for Crowdsourcing
Matteo Venanzi, John Guiver, Gabriella Kazai, Pushmeet Kohli, Milad Shokouhi
WWW '14 Proceedings of the 23rd international conference on World wide web | April 2014
ISBN: 978-1-4503-2744-2
Best paper runner up
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
LambdaMerge: Merging the Results of Query Reformulations
Daniel Sheldon, Milad Shokouhi, Martin Szummer, Nick Craswell
Conf. Web search and data mining (WSDM) | February 2011
Learning to Rank for Freshness and Relevance
Na Dai, Milad Shokouhi, Brian D. Davison
Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval | January 2011
Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
Federated Search
Milad Shokouhi, Luo Si
January 2011 | Federated Search edition
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Differentially Private Set Union
Sivakanth Gopi, Pankaj Gulhane, Janardhan (Jana) Kulkarni, Judy Hanwen Shen, Milad Shokouhi, Sergey Yekhanin
International Conference on Machine Learning 2020 | July 2020
Contributed talk at TPDP 2020. Also appeared in the Journal of Privacy and Confidentiality (JPC).
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
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
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
Learning to Personalize Query Auto-Completion
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR) | January 2013
-
Differentially Private Set Union
Sivakanth Gopi, Pankaj Gulhane, Janardhan (Jana) Kulkarni, Judy Hanwen Shen, Milad Shokouhi, Sergey Yekhanin
International Conference on Machine Learning 2020 | July 2020
Contributed talk at TPDP 2020. Also appeared in the Journal of Privacy and Confidentiality (JPC).
-
Differentially Private Set Union
Sivakanth Gopi, Pankaj Gulhane, Janardhan (Jana) Kulkarni, Judy Hanwen Shen, Milad Shokouhi, Sergey Yekhanin
International Conference on Machine Learning 2020 | July 2020
Contributed talk at TPDP 2020. Also appeared in the Journal of Privacy and Confidentiality (JPC).
-
Community-Based Bayesian Aggregation Models for Crowdsourcing
Matteo Venanzi, John Guiver, Gabriella Kazai, Pushmeet Kohli, Milad Shokouhi
WWW '14 Proceedings of the 23rd international conference on World wide web | April 2014
ISBN: 978-1-4503-2744-2
Best paper runner up
Publications by Type
-
What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression
Mengnan Du, Subhabrata (Subho) Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Awadallah
EACL | April 2023
Knowledge Infused Decoding
Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah
ICLR 2022 | April 2022
A Conditional Generative Matching Approach for Multi-lingual Reply Suggestion
Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
EMNLP 2021 (Findings) | November 2021
A Dataset and Baselines for Multilingual Reply Suggestion
Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
ACL-IJCNLP 2021 | July 2021
Language Scaling for Universal Suggested Replies Model
Qianlan Ying, Payal Bajaj, Budhaditya Deb, Yu Yang, Wei Wang, Bojia Lin, Milad Shokouhi, Xia Song, Yang Yang, Daxin Jiang (姜大昕)
NAACL 2021 Industrial Track | June 2021
When does text prediction benefit from additional context? An exploration of contextual signals for chat and email messages
Stojan Trajanovski, Chad Atalla, Kunho Kim, Vipul Agarwal, Milad Shokouhi, Chris Quirk
NAACL 2021 | June 2021
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
NAACL 2021 | May 2021
“I Can’t Reply with That”: Characterizing Problematic Email Reply Suggestions
Ronald Robertson, Alexandra Olteanu, Fernando Diaz, Milad Shokouhi, Peter Bailey
CHI Conference on Human Factors in Computing Systems (CHI ’21) | May 2021
Learning with Weak Supervision for Email Intent Detection
Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
Differentially Private Set Union
Sivakanth Gopi, Pankaj Gulhane, Janardhan (Jana) Kulkarni, Judy Hanwen Shen, Milad Shokouhi, Sergey Yekhanin
International Conference on Machine Learning 2020 | July 2020
Contributed talk at TPDP 2020. Also appeared in the Journal of Privacy and Confidentiality (JPC).
Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder
Budhaditya Deb, Peter Bailey, Milad Shokouhi
NAACL-HLT 2019 | June 2019
Evaluating User Actions as a Proxy for Email Significance
Tarfah Alrashed, Chia-Jung Lee, Peter Bailey, Christopher Lin, Milad Shokouhi, Susan Dumais
The World Wide Web Conference | May 2019
Exploring User Behavior in Email Re-Finding Tasks
Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Awadallah, Milad Shokouhi
The 28th International Web Conference (WWW 2019) | May 2019
Email Triage: Challenges and Opportunities
Bahar Sarrafzadeh, Ahmed Awadallah, Milad Shokouhi
ACM SIGIR Conference on Human Information Interaction and Retrievak (CHIIR) | March 2019
Characterizing and Predicting Email Deferral Behaviour
Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
Identifying Task Boundaries in Digital Assistants
Madian Khabsa, Ahmed El Kholy, Ahmed Awadallah, Imed Zitouni, Milad Shokouhi
The 27th International Web Conference (WWW 2018) | April 2018
Deep Sequential Models for Task Satisfaction Prediction
Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz, Milad Shokouhi, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
The 26th ACM Conference on Information and Knowledge Management (CIKM 2017) | November 2017
Identifying User Sessions in Interactions with Intelligent Assistants
Rishabh Mehrota, Ahmed El Kholy, Imed Zitouni, Milad Shokouhi, Ahmed Awadallah
The 26th International World Wide Web Conference (WWW 2017) | April 2017
Finding Email in a Multi-Account, Multi-Device World
Marta E. Cecchinato, Abigail Sellen, Milad Shokouhi, Gavin Smyth
2016 Human Factors in Computing Systems | May 2016
Did You Say U2 or Youtube? Inferring Implicit Transcripts from Voice Search Logs
Nick Craswell, Umut Ozertem, Milad Shokouhi
Proceedings of the 25th International World Wide Web Conference (WWW2016) | April 2016
Modelling User Interest for Zero-query Ranking
Liu Yang, Qi Guo, Yang Song, Sha Meng, Milad Shokouhi, Kieran McDonald, W. Bruce Croft
European Conference on Information Retrieval (ECIR 2016) | March 2016
European Conference on Information Retrieval (ECIR 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
Learning Asymmetric Co-Relevance
Fiana Raiber, Oren Kurland, Filip Radlinski, Milad Shokouhi
Proceedings of the ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR) | September 2015
From Queries to Cards: Re-ranking Proactive Card Recommendations Based on Reactive Search History
Milad Shokouhi, Qi Guo
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR2015) | 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
Anchoring and Adjustment in Relevance Estimation
Milad Shokouhi, Ryen W. White, Emine Yilmaz
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR2015) | April 2015
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR2015)
An Eye-tracking Study of User Interactions with Query Auto Completion
Katja Hofmann, Bhaskar Mitra, Filip Radlinski, Milad Shokouhi
Proceedings of the 23rd ACM International Conference on Information and Knowledge Management (CIKM) | November 2014
On User Interactions with Query Auto-Completion
Bhaskar Mitra, Milad Shokouhi, Filip Radlinski, Katja Hofmann
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR) | July 2014
On Correlation of Absence Time and Search Effectiveness
Sunandan Chakraborty, Filip Radlinski, Milad Shokouhi, Paul Baecke
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR) | July 2014
Mobile Query Reformulations
Milad Shokouhi, Rosie Jones, Umut Ozertem, Karthik Raghunathan, Fernando Diaz
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR2014) | July 2014
Community-Based Bayesian Aggregation Models for Crowdsourcing
Matteo Venanzi, John Guiver, Gabriella Kazai, Pushmeet Kohli, Milad Shokouhi
WWW '14 Proceedings of the 23rd international conference on World wide web | April 2014
ISBN: 978-1-4503-2744-2
Best paper runner up
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
Learning to Personalize Query Auto-Completion
Proceedings of the ACM International Conference on Research and Development in Information Retrieval (SIGIR) | January 2013
Inferring the Demographics of Search Users
Bin Bi, Milad Shokouhi, Michal Kosinski, Thore Graepel
22nd International World Wide Web Conference | January 2013
LambdaMerge: Merging the Results of Query Reformulations
Daniel Sheldon, Milad Shokouhi, Martin Szummer, Nick Craswell
Conf. Web search and data mining (WSDM) | February 2011
Learning to Rank for Freshness and Relevance
Na Dai, Milad Shokouhi, Brian D. Davison
Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval | January 2011
Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
Detecting Seasonal Queries by Time-Series Analysis
Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval | January 2011
Proceedings of the 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
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Federated Search
Milad Shokouhi, Luo Si
January 2011 | Federated Search edition