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You can't pick your neighbors, or can you? When and how to rely on retrieval in the $k$NN-LM


Oct 28, 2022
Andrew Drozdov, Shufan Wang, Razieh Rahimi, Andrew McCallum, Hamed Zamani, Mohit Iyyer

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Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding


Oct 07, 2022
Zhichao Yang, Shufan Wang, Bhanu Pratap Singh Rawat, Avijit Mitra, Hong Yu

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* Accepted by Findings of EMNLP 2022, code will be available here: https://github.com/whaleloops/KEPT 

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Modeling Exemplification in Long-form Question Answering via Retrieval


May 19, 2022
Shufan Wang, Fangyuan Xu, Laure Thompson, Eunsol Choi, Mohit Iyyer

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* 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics 

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Model-free Reinforcement Learning for Content Caching at the Wireless Edge via Restless Bandits


Feb 26, 2022
Guojun Xiong, Shufan Wang, Jian Li, Rahul Singh

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Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration


Sep 13, 2021
Shufan Wang, Laure Thompson, Mohit Iyyer

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* EMNLP 2021 Conference Camera Ready 

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STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation


Oct 04, 2020
Nader Akoury, Shufan Wang, Josh Whiting, Stephen Hood, Nanyun Peng, Mohit Iyyer

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* Accepted as a long paper to EMNLP 2020 

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Achieving Adversarial Robustness via Sparsity


Sep 11, 2020
Shufan Wang, Ningyi Liao, Liyao Xiang, Nanyang Ye, Quanshi Zhang

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General-Purpose Differentially-Private Confidence Intervals


Jun 14, 2020
Cecilia Ferrando, Shufan Wang, Daniel Sheldon

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Online Algorithms for Multi-shop Ski Rental with Machine Learned Predictions


Feb 13, 2020
Shufan Wang, Jian Li, Shiqiang Wang

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Casting Light on Invisible Cities: Computationally Engaging with Literary Criticism


Apr 17, 2019
Shufan Wang, Mohit Iyyer

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