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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

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

Download

Publication

Overview of the TREC 2023 Tip-of-the-Tongue Track

Jaime Arguello, Samarth Bhargav, Fernando Diaz, Evangelos Kanoulas, Bhaskar Mitra

Text REtrieval Conference (TREC) | February 2024

Download

Publication

Generative Representational Instruction Tuning

Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao Yu, Amanpreet Singh, Douwe Kiela

ICLR 2025 | February 2024

Publication

Learning to Extract Structured Entities Using Language Models

Haolun Wu, Ye Yuan, Liana Mikaelyan, Alexander Meulemans, Xue Liu, James Hensman, Bhaskar Mitra

2024 Empirical Methods in Natural Language Processing | February 2024

Github Project

Microsoft Research Blog

Research Focus: Week of January 22, 2024

January 24, 2024

Welcome to Research Focus, a series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. Join Microsoft Research Forum (opens in new tab)…

Search and information retrieval

Highlights