Nishant Yadav

PhD student, Department of Computer Science, University of Massachusetts, Amherst

Joined

February 2019

Names

Nishant Yadav (Preferred)

Emails

****@cs.umass.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Department of Computer Science, University of Massachusetts, Amherst (cs.umass.edu)

2017 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders
Nishant Yadav, Nicholas Monath, Manzil Zaheer, Rob Fergus, Andrew McCallum
- ICLR 2024 poster
- Readers: Everyone
Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition
Nishant Yadav, Nicholas Monath, Manzil Zaheer, Andrew McCallum
- EMNLP 2023 Findings
- Readers: Everyone
Interactive Correlation Clustering with Existential Cluster Constraints
Rico Angell, Nicholas Monath, Nishant Yadav, Andrew McCallum
- 2022 (modified: 28 Oct 2022)
- ICML 2022
- Readers: Everyone
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization
Nishant Yadav, Nicholas Monath, Rico Angell, Manzil Zaheer, Andrew McCallum
- 2022 (modified: 28 Oct 2022)
- CoRR 2022
- Readers: Everyone
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization
Nishant Yadav, Nicholas Monath, Rico Angell, Manzil Zaheer, Andrew McCallum
- 2022 (modified: 24 Apr 2023)
- EMNLP 2022
- Readers: Everyone
Robustness of Explanation Methods for NLP Models
Shriya Atmakuri, Tejas Chheda, Dinesh Kandula, Nishant Yadav, Taesung Lee, Hessel Tuinhof
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone
Clustering-based Inference for Biomedical Entity Linking
Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav, Andrew McCallum
- 2021 (modified: 09 Mar 2022)
- NAACL-HLT 2021
- Readers: Everyone
Stochastic Package Queries in Probabilistic Databases
Matteo Brucato, Nishant Yadav, Azza Abouzied, Peter J. Haas, Alexandra Meliou
- 2021 (modified: 24 Apr 2023)
- CoRR 2021
- Readers: Everyone
Session-Aware Query Auto-completion using Extreme Multi-Label Ranking
Nishant Yadav, Rajat Sen, Daniel N. Hill, Arya Mazumdar, Inderjit S. Dhillon
- 2021 (modified: 24 Apr 2023)
- KDD 2021
- Readers: Everyone
Clustering-based Inference for Zero-Shot Biomedical Entity Linking
Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav, Andrew McCallum
- 2020 (modified: 05 Nov 2022)
- CoRR 2020
- Readers: Everyone

View all 16 publications

Co-Authors

View all 28 co-authors