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Nilesh Gupta
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2020 – today
- 2024
- [c6]Atula Tejaswi, Nilesh Gupta, Eunsol Choi:
Exploring Design Choices for Building Language-Specific LLMs. EMNLP (Findings) 2024: 10485-10500 - [c5]Nilesh Gupta, Devvrit, Ankit Singh Rawat, Srinadh Bhojanapalli, Prateek Jain, Inderjit S. Dhillon:
Dual-Encoders for Extreme Multi-label Classification. ICLR 2024 - [i6]Atula Tejaswi, Nilesh Gupta, Eunsol Choi:
Exploring Design Choices for Building Language-Specific LLMs. CoRR abs/2406.14670 (2024) - 2023
- [c4]Kunal Dahiya
, Nilesh Gupta
NGAME: Negative Mining-aware Mini-batching for Extreme Classification. WSDM 2023: 258-266 - [i5]Ramnath Kumar, Anshul Mittal, Nilesh Gupta, Aditya Kusupati, Inderjit S. Dhillon, Prateek Jain:
EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval. CoRR abs/2310.08891 (2023) - [i4]Nilesh Gupta, Devvrit Khatri, Ankit Singh Rawat, Srinadh Bhojanapalli, Prateek Jain, Inderjit S. Dhillon:
Efficacy of Dual-Encoders for Extreme Multi-Label Classification. CoRR abs/2310.10636 (2023) - 2022
- [c3]Nilesh Gupta, Patrick H. Chen, Hsiang-Fu Yu, Cho-Jui Hsieh, Inderjit S. Dhillon:
ELIAS: End-to-End Learning to Index and Search in Large Output Spaces. NeurIPS 2022 - [i3]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:
NGAME: Negative Mining-aware Mini-batching for Extreme Classification. CoRR abs/2207.04452 (2022) - [i2]Nilesh Gupta, Patrick H. Chen, Hsiang-Fu Yu, Cho-Jui Hsieh, Inderjit S. Dhillon:
End-to-End Learning to Index and Search in Large Output Spaces. CoRR abs/2210.08410 (2022) - 2021
- [c2]Nilesh Gupta, Sakina Bohra, Yashoteja Prabhu, Saurabh Purohit, Manik Varma:
Generalized Zero-Shot Extreme Multi-label Learning. KDD 2021: 527-535 - 2020
- [c1]Yashoteja Prabhu, Aditya Kusupati, Nilesh Gupta, Manik Varma:
Extreme Regression for Dynamic Search Advertising. WSDM 2020: 456-464 - [i1]Yashoteja Prabhu, Aditya Kusupati, Nilesh Gupta, Manik Varma:
Extreme Regression for Dynamic Search Advertising. CoRR abs/2001.05228 (2020)
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