Search & information retrieval - Microsoft Research

Publication

Augmented Embeddings for Custom Retrievals

Anirudh Khatry, Yasharth Bajpai, Priyanshu Gupta, Sumit Gulwani, Ashish Tiwari

arXiv | October 2023

Publication

Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network

Peiyan Zhang, Jiayan Guo, Chaozhuo Li, Yueqi Xie, Jaeboum Kim, Yan Zhang, Xing Xie, Haohan Wang, Sunghun Kim

WSDM 2023 | October 2023

Best Paper Runner Up

Publication

Calibrating LLM-Based Evaluator

Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang

the 2024 joint international conference on computational linguistics, language resources and evaluation | September 2023

Publication

Using Large Language Models to Generate, Validate, and Apply User Intent Taxonomies

Chirag Shah, Ryen W. White, Reid Andersen, Georg Buscher, Scott Counts, Sarathi Das, Ali Montazer, Sathish Manivannan, Jennifer Neville, Xiaochuan Ni, Nagu Rangan, Tara Safavi, Siddharth Suri, Mengting Wan, Longqi Yang

MSR-TR-2023-32 | September 2023

Published by Microsoft

This article is distributed under Creative Commons Attribution- NonCommercial- NoDerivatives License 4.0 (CC BY-NC-ND). https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode.

Project Project

Video

Microsoft Research India – who we are.

September 15, 2023 | Kalika Bali, Sriram Rajamani, Venkat Padmanabhan, Tanuja Ganu

Employees from Microsoft Research India talk about their work, their aspirations to change the world and what makes MSR India such a great place to work in.

03:33

Publication

Partial Matrix Completion

Varun Kanade, Elad Hazan, Adam Tauman Kalai

NeurIPS 2023 | August 2023

Publication

OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs

Fotis Psallidas, Ashvin Agrawal, Chandru Sugunan, Khaled Ibrahim, Konstantinos Karanasos, Jesus Camacho-Rodriguez, A. Floratou, C. Curino, R. Ramakrishnan

Proc. VLDB Endow. | August 2023, Vol 16: pp. 3662-3675

Publication

Deep encoders with auxiliary parameters for extreme classification

Kunal Dahiya, Sachin Yadav, Sushant Sondhi, Deepak Saini, Sonu Mehta, Jian Jiao, Sumeet Agarwal, Purushottam Kar, Manik Varma

KDD 2023 | August 2023

Group

The Data Systems group at Microsoft Research works on problems in data management. Our current areas of focus include infrastructure for large-scale cloud database systems, storage and indexing in key-value stores and vector databases, leveraging modern…

Publication

Patterns of gender-specializing query reformulation

Amifa Raj, Bhaskar Mitra, Nick Craswell, Michael D. Ekstrand

International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2023