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Prateek Yadav

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ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization

Nov 22, 2023
Prateek Yadav, Leshem Choshen, Colin Raffel, Mohit Bansal

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D2 Pruning: Message Passing for Balancing Diversity and Difficulty in Data Pruning

Oct 11, 2023
Adyasha Maharana, Prateek Yadav, Mohit Bansal

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Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy

Oct 02, 2023
Pingzhi Li, Zhenyu Zhang, Prateek Yadav, Yi-Lin Sung, Yu Cheng, Mohit Bansal, Tianlong Chen

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Exploring Continual Learning for Code Generation Models

Jul 05, 2023
Prateek Yadav, Qing Sun, Hantian Ding, Xiaopeng Li, Dejiao Zhang, Ming Tan, Xiaofei Ma, Parminder Bhatia, Ramesh Nallapati, Murali Krishna Ramanathan, Mohit Bansal, Bing Xiang

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Resolving Interference When Merging Models

Jun 02, 2023
Prateek Yadav, Derek Tam, Leshem Choshen, Colin Raffel, Mohit Bansal

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Self-Chained Image-Language Model for Video Localization and Question Answering

May 11, 2023
Shoubin Yu, Jaemin Cho, Prateek Yadav, Mohit Bansal

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Exclusive Supermask Subnetwork Training for Continual Learning

Oct 18, 2022
Prateek Yadav, Mohit Bansal

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Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning

Apr 11, 2022
Swarnadeep Saha, Prateek Yadav, Mohit Bansal

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Low-Cost Algorithmic Recourse for Users With Uncertain Cost Functions

Nov 01, 2021
Prateek Yadav, Peter Hase, Mohit Bansal

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multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning

Jun 02, 2021
Swarnadeep Saha, Prateek Yadav, Mohit Bansal

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