Amit Singh

18 papers A* 7A 5B 1Journal 2Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Graph Regularized Encoder Training for Extreme Classification.
WWW (Companion Volume)
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
2025 A* conf
MOGIC: Metadata-infused Oracle Guidance for Improved Extreme Classification.
ICML
Suchith Chidananda Prabhu, Bhavyajeet Singh, Anshul Mittal, Siddarth Asokan, Shikhar Mohan, Deepak Saini, Yashoteja Prabhu, Lakshya Kumar, Jian Jiao, Amit Singh, Niket Tandon, Manish Gupta, Sumeet Agarwal, Manik Varma
2025 — conf
Scaling the Vocabulary of Non-autoregressive Models for Fast Generative Retrieval.
KDD (1)
Ravisri Valluri, Akash Kumar Mohankumar, Kushal Dave, Amit Singh, Jian Jiao, Manik Varma, Gaurav Sinha
2025 A* conf
UniDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification.
WWW
Siddhant Kharbanda, Devaansh Gupta, Gururaj K, Pankaj Malhotra, Amit Singh, Cho-Jui Hsieh, Rohit Babbar
2024 J jnl
Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval.
CoRR
Ravisri Valluri, Akash Kumar Mohankumar, Kushal Dave, Amit Singh, Jian Jiao, Manik Varma, Gaurav Sinha
2023 A* conf
Filtered-DiskANN: Graph Algorithms for Approximate Nearest Neighbor Search with Filters.
WWW
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
2023 A conf
NGAME: Negative Mining-aware Mini-batching for Extreme Classification.
WSDM
Kunal Dahiya, Nilesh Gupta, Deepak Saini, Akshay Soni, Yajun Wang, Kushal Dave, Jian Jiao, Gururaj K, Prasenjit Dey, Amit Singh, Deepesh Hada, Vidit Jain, Bhawna Paliwal, Anshul Mittal, Sonu Mehta, Ramachandran Ramjee, Sumeet Agarwal, Purushottam Kar, Manik Varma
2023 A conf
Unified Generative & Dense Retrieval for Query Rewriting in Sponsored Search.
CIKM
Akash Kumar Mohankumar, Bhargav Dodla, Gururaj K, Amit Singh
2022 J jnl
NGAME: Negative Mining-aware Mini-batching for Extreme Classification.
CoRR
Kunal Dahiya, Nilesh Gupta, Deepak Saini, Akshay Soni, Yajun Wang, Kushal Dave, Jian Jiao, Gururaj K, Prasenjit Dey, Amit Singh, Deepesh Hada, Vidit Jain, Bhawna Paliwal, Anshul Mittal, Sonu Mehta, Ramachandran Ramjee, Sumeet Agarwal, Purushottam Kar, Manik Varma
2021 A* conf
GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification.
WWW
Deepak Saini, Arnav Kumar Jain, Kushal Dave, Jian Jiao, Amit Singh, Ruofei Zhang, Manik Varma
2021 A* conf
SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels.
ICML
Kunal Dahiya, Ananye Agarwal, Deepak Saini, Gururaj K, Jian Jiao, Amit Singh, Sumeet Agarwal, Purushottam Kar, Manik Varma
2013 B conf
Efficient multifaceted screening of job applicants.
EDBT
Sameep Mehta, Rakesh Pimplikar, Amit Singh, Lav R. Varshney, Karthik Visweswariah
2012 — conf
Does Similarity Matter? The Case of Answer Extraction from Technical Discussion Forums.
COLING (Posters)
Rose Catherine, Amit Singh, Rashmi Gangadharaiah, Dinesh Raghu, Karthik Visweswariah
2012 A conf
I want what i need!: analyzing subjectivity of online forum threads.
CIKM
Prakhar Biyani, Cornelia Caragea, Amit Singh, Prasenjit Mitra
2012 A* conf
Retrieving similar discussion forum threads: a structure based approach.
SIGIR
Amit Singh, Deepak P, Dinesh Raghu
2011 A conf
CQC: classifying questions in CQA websites.
CIKM
Amit Singh, Karthik Visweswariah
2010 A conf
PROSPECT: a system for screening candidates for recruitment.
CIKM
Amit Singh, Rose Catherine, Karthik Visweswariah, Vijil Chenthamarakshan, Nandakishore Kambhatla
2009 A* conf
Collective annotation of Wikipedia entities in web text.
KDD
Sayali Kulkarni, Amit Singh, Ganesh Ramakrishnan, Soumen Chakrabarti