Nishant Yadav

发表

Stochastic PackageQueries in Probabilistic Databases

P. Haas, A. Meliou, Matteo Brucato, 2020 .

Event and Entity Coreference using Trees to Encode Uncertainty in Joint Decisions

A. McCallum, Nishant Yadav, Nicholas Monath, 2021, CRAC.

Robustness of Explanation Methods for NLP Models

Nishant Yadav, Taesung Lee, Shriya Atmakuri, 2022, ArXiv.

What you see is what you breathe? Estimating air pollution spatial variation using street level imagery

M. Brauer, N. Oza, M. Ezzati, 2022, Remote. Sens..

Interactive Correlation Clustering with Existential Cluster Constraints

Andrew McCallum, Nishant Yadav, Nicholas Monath, 2022, ICML.

Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization

M. Zaheer, A. McCallum, Nishant Yadav, 2022, EMNLP.

SUBSUME: A Dataset for Subjective Summary Extraction from Wikipedia Documents

A. Meliou, Anna Fariha, Matteo Brucato, 2021, NEWSUM.

Stochastic Package Queries in Probabilistic Databases

Peter J. Haas, Alexandra Meliou, Matteo Brucato, 2020, SIGMOD Conference.

Clustering-based Inference for Biomedical Entity Linking

Andrew McCallum, Rico Angell, Nicholas Monath, 2020, NAACL.

Adaptive Selection of Anchor Items for CUR-based k-NN search with Cross-Encoders

M. Zaheer, A. McCallum, Nishant Yadav, 2023, arXiv.org.

Clustering-based Inference for Zero-Shot Biomedical Entity Linking pdf

Rico Angell, Nicholas Monath, Andrew McCallum, 2020, ArXiv.

Robustness of Explanation Methods for NLP Models

Nishant Yadav, Taesung Lee, Shriya Atmakuri, 2022, ArXiv.

Supervised Hierarchical Clustering with Exponential Linkage

Andrew McCallum, Ari Kobren, Nicholas Monath, 2019, ICML.

Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition

M. Zaheer, Andrew McCallum, Nishant Yadav, 2023, EMNLP.

Adaptive Selection of Anchor Items for CUR-based k-NN search with Cross-Encoders

M. Zaheer, A. McCallum, Nishant Yadav, 2023, ArXiv.

Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders

M. Zaheer, Andrew McCallum, Nishant Yadav, 2024, ICLR.

Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization

M. Zaheer, A. McCallum, Nishant Yadav, 2022, EMNLP.