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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

COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning

Yue Yu, Chenyan Xiong, Si Sun, Chao Zhang, Arnold Overwijk

EMNLP 2022 | October 2022

Publication

SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval

Kun Zhou, Yeyun Gong, Xiao Liu, Wayne Xin Zhao, Yelong Shen, Anlei Dong, Jingwen Lu, Rangan Majumder, Ji-Rong Wen, Nan Duan, Weizhu Chen

EMNLP 2022 | October 2022

Publication

Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder

Zhenghao Liu, Han Zhang, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Xiaohua Li

EMNLP 2022 | October 2022

Publication

Information decay and enzymatic information recovery for DNA data storage

Linda C. Meiser, Andreas L. Gimpel, Tejas Deshpande, Gabriela Libort, Weida D. Chen, Reinhard Heckel, Bichlien Nguyen, Karin Strauss, Wendelin J. Stark, Robert N. Grass

Communications Biology | October 2022

Project

Event

Research Summit 2022

October 18, 2022 – October 20, 2022 | Virtual

Microsoft Research Summit 2022, held October 18-20, 2022, explores what’s next for technology and humanity.

Microsoft Research Summit 2022 background tile pattern

Publication

Tiger: Transferable Interest Graph Embedding for Domain-Level Zero-Shot Recommendation

Jianhuan Zhuo, Jianxun Lian, Lanling Xu, Ming Gong (YIMING), Linjun Shou (寿林钧), Xing Xie, Yinliang Yue

CIKM 2022 | October 2022

Publication

Distance-based Positive and Unlabeled Learning for Ranking

Hayden S. Helm, Amitabh Basu, Carey E. Priebe, Jonathan Larson, Marah I Abdin, Piali Choudhury, Weiwei Yang, Chris White

Pattern Recognition | October 2022

Video

Project Alexandria: Using AI to build a knowledge base fit for humans

September 13, 2022

Imagine a technology that can automatically discover every single project, team, event, product and process inside an organization – and keep these up to date as the organisation evolves and changes. This is what we…