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Search and information retrieval

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On Overcoming Miscalibrated Conversational Priors in LLM-based Chatbots

Result Diversification in Search and Recommendation: A Survey

ICRA 2024 conference recap blog - RASCAL library

RASCAL: Novel robotics for scalable and highly available automated storage and retrieval

Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models

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Published Date

Publication

A Framework for Exploring the Consequences of AI-Mediated Enterprise Knowledge Access and Identifying Risks to Workers

Anna Gausen, Bhaskar Mitra, Siân Lindley

ACM Conference on Fairness, Accountability, and Transparency | March 2024

Project Project

Microsoft Research Blog

Learning from interaction with Microsoft Copilot (web)

March 27, 2024 | Scott Counts, Jennifer Neville, Mengting Wan, Ryen W. White, Longqi Yang

Microsoft researchers are taking a comprehensive and dynamic approach to help Copilot (web) continuously learn from interaction and feedback, improving the AI system and making it increasingly useful for consumers. Learn more.

flowchart showing how AI learns from user interactions

Publication

The Use of Generative Search Engines for Knowledge Work and Complex Tasks

Siddharth Suri, Scott Counts, Leijie Wang, Chacha Chen, Mengting Wan, Tara Safavi, Jennifer Neville, Chirag Shah, Ryen W. White, Reid Andersen, Georg Buscher, Sathish Manivannan, Nagu Rangan, Longqi Yang

March 2024

Project

Publication

The Search Futures Workshop

Leif Azzopardi, Charles L. A. Clarke, Paul B. Kantor, Bhaskar Mitra, Johanne R. Trippas, Zhaochun Ren

European Conference on Information Retrieval | March 2024

Publication

Result Diversification in Search and Recommendation: A Survey

Haolun Wu, Yansen Zhang, Chen Ma, Fuyuan Lyu, Bowei He, Bhaskar Mitra, Xue Liu

IEEE Transactions on Knowledge and Data Engineering | March 2024

Publication

TnT-LLM: Text Mining at Scale with Large Language Models

Mengting Wan, Tara Safavi, Sujay Kumar Jauhar, Yujin Kim, Scott Counts, Jennifer Neville, Siddharth Suri, Chirag Shah, Ryen W. White, Longqi Yang, Reid Andersen, Georg Buscher, Dhruv Joshi, Nagu Rangan

KDD | March 2024

Project

Publication

Decomposed Meta-Learning for Few-Shot Sequence Labeling

Tingting Ma, Qianhui Wu, Huiqiang Jiang, Jieru Lin, Börje F. Karlsson, Tiejun Zhao, Chin-Yew Lin

IEEE/ACM Transactions on Audio, Speech, and Language Processing | March 2024, pp. 1980-1993

Project

Publication

Discovering Communication Pattern Shifts in Large-Scale Labeled Networks Using Encoder Embedding and Vertex Dynamics

Cencheng Sheng, Jonathan Larson, Ha Trinh, Xihan Qin, Youngser Park, Carey E. Priebe

IEEE Transactions on Network Science and Engineering | March 2024

Publication

Enhancing human annotation: Leveraging large language models and efficient batch processing

Oleg Zendel, J Shane Culpepper, Falk Scholer, Paul Thomas

Conference on Human Information Interaction and Retrieval | March 2024

Publication

Overview of the TREC 2023 Deep Learning Track

Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Hossein A. Rahmani, Daniel Campos, Jimmy Lin, Ellen M. Voorhees, Ian Soboroff

Text REtrieval Conference (TREC) | February 2024

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Search and information retrieval

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