Amit Singh

2025

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UniDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification.

Siddhant Kharbanda|Devaansh Gupta|Gururaj K|Pankaj Malhotra|Amit Singh|Cho-Jui Hsieh|Rohit Babbar

Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

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Graph Regularized Encoder Training for Extreme Classification.

Anshul Mittal|Shikhar Mohan|Deepak Saini|Siddarth Asokan|Suchith Chidananda Prabhu|Lakshya Kumar|Pankaj Malhotra|Jian Jiao|Amit Singh|Sumeet Agarwal|Soumen Chakrabarti|Purushottam Kar|Manik Varma

Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2023

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Unified Generative & Dense Retrieval for Query Rewriting in Sponsored Search.

Akash Kumar Mohankumar|Bhargav Dodla|Gururaj K|Amit Singh

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

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Filtered-DiskANN: Graph Algorithms for Approximate Nearest Neighbor Search with Filters.

Siddharth Gollapudi|Neel Karia|Varun Sivashankar|Ravishankar Krishnaswamy|Nikit Begwani|Swapnil Raz|Yiyong Lin|Yin Zhang|Neelam Mahapatro|Premkumar Srinivasan|Amit Singh|Harsha Vardhan Simhadri

Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2021

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GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification.

Deepak Saini|Arnav Kumar Jain|Kushal Dave|Jian Jiao|Amit Singh|Ruofei Zhang|Manik Varma

WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2012

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I want what i need!: analyzing subjectivity of online forum threads.

Prasenjit Mitra|Aparna S. Varde|Prakhar Biyani|Cornelia Caragea|Amit Singh|Prasenjit Mitra|Aparna S. Varde

21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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Retrieving similar discussion forum threads: a structure based approach.

Amit Singh|Deepak P|Dinesh Raghu

The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

2011

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CQC: classifying questions in CQA websites.

Amit Singh|Karthik Visweswariah

Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

2010

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PROSPECT: a system for screening candidates for recruitment.

Amit Singh|Rose Catherine|Karthik Visweswariah|Vijil Chenthamarakshan|Nandakishore Kambhatla

Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010