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Shufan Wang

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Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints

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Dec 22, 2023
Shufan Wang, Guojun Xiong, Jian Li

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Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing

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May 24, 2023
Shufan Wang, Sebastien Jean, Sailik Sengupta, James Gung, Nikolaos Pappas, Yi Zhang

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KNN-LM Does Not Improve Open-ended Text Generation

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May 24, 2023
Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, Mohit Iyyer

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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

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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

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

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Modeling Exemplification in Long-form Question Answering via Retrieval

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

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

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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

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

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

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

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Achieving Adversarial Robustness via Sparsity

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

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