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


May 04, 2023
Nishant Yadav, Nicholas Monath, Manzil Zaheer, Andrew McCallum

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CDA: Contrastive-adversarial Domain Adaptation


Jan 10, 2023
Nishant Yadav, Mahbubul Alam, Ahmed Farahat, Dipanjan Ghosh, Chetan Gupta, Auroop R. Ganguly

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


Oct 23, 2022
Nishant Yadav, Nicholas Monath, Rico Angell, Manzil Zaheer, Andrew McCallum

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* EMNLP 2022. Code for all experiments and model checkpoints are available at https://github.com/iesl/anncur 

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Robustness of Explanation Methods for NLP Models


Jun 24, 2022
Shriya Atmakuri, Tejas Chheda, Dinesh Kandula, Nishant Yadav, Taesung Lee, Hessel Tuinhof

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Deep Transfer Learning on Satellite Imagery Improves Air Quality Estimates in Developing Nations


Feb 17, 2022
Nishant Yadav, Meytar Sorek-Hamer, Michael Von Pohle, Ata Akbari Asanjan, Adwait Sahasrabhojanee, Esra Suel, Raphael Arku, Violet Lingenfelter, Michael Brauer, Majid Ezzati, Nikunj Oza, Auroop R. Ganguly

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* Under review 

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Session-Aware Query Auto-completion using Extreme Multi-label Ranking


Dec 09, 2020
Nishant Yadav, Rajat Sen, Daniel N. Hill, Arya Mazumdar, Inderjit S. Dhillon

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Clustering-based Inference for Zero-Shot Biomedical Entity Linking


Oct 21, 2020
Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav, Andrew McCallum

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Machine Learning for Robust Identification of Complex Nonlinear Dynamical Systems: Applications to Earth Systems Modeling


Aug 12, 2020
Nishant Yadav, Sai Ravela, Auroop R. Ganguly

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* 10 pages 

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Supervised Hierarchical Clustering with Exponential Linkage


Jun 19, 2019
Nishant Yadav, Ari Kobren, Nicholas Monath, Andrew McCallum

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* Appears in ICML 2019 

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