Amit Singh

According to our database, Amit Singh authored at least 16 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

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, 2025

Scaling the Vocabulary of Non-autoregressive Models for Fast Generative Retrieval.

Ravisri Valluri, Akash Kumar Mohankumar, Kushal Dave, Amit Singh, Jian Jiao, Manik Varma, Gaurav Sinha

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

2024

Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval.

Ravisri Valluri, Akash Kumar Mohankumar, Kushal Dave, Amit Singh, Jian Jiao, Manik Varma, Gaurav Sinha

CoRR, 2024

2023

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, 2023

NGAME: Negative Mining-aware Mini-batching for Extreme Classification.

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

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

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, 2023

2021

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

Proceedings of the WWW '21: The Web Conference 2021, 2021

SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels.

Kunal Dahiya, Ananye Agarwal, Deepak Saini, Gururaj K, Jian Jiao, Amit Singh, Sumeet Agarwal, Purushottam Kar, Manik Varma

Proceedings of the 38th International Conference on Machine Learning, 2021

2013

Efficient multifaceted screening of job applicants.

Sameep Mehta, Rakesh Pimplikar, Amit Singh, Lav R. Varshney, Karthik Visweswariah

Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

2012

Retrieving similar discussion forum threads: a structure based approach.

Amit Singh, Deepak P, Dinesh Raghu

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Does Similarity Matter? The Case of Answer Extraction from Technical Discussion Forums.

Rose Catherine, Amit Singh, Rashmi Gangadharaiah, Dinesh Raghu, Karthik Visweswariah

Proceedings of the COLING 2012, 2012

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

Prakhar Biyani, Cornelia Caragea, Amit Singh, Prasenjit Mitra

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

CQC: classifying questions in CQA websites.

Amit Singh, Karthik Visweswariah

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

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, 2010

2009

Collective annotation of Wikipedia entities in web text.

Sayali Kulkarni, Amit Singh, Ganesh Ramakrishnan, Soumen Chakrabarti

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009