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Muhao Chen

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On-the-fly Denoising for Data Augmentation in Natural Language Understanding

Dec 20, 2022
Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen

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PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales

Nov 03, 2022
Peifeng Wang, Aaron Chan, Filip Ilievski, Muhao Chen, Xiang Ren

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Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction

Oct 12, 2022
Haoyu Wang, Hongming Zhang, Yuqian Deng, Jacob R. Gardner, Dan Roth, Muhao Chen

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Are All Steps Equally Important? Benchmarking Essentiality Detection of Events

Oct 12, 2022
Hongming Zhang, Yueguan Wang, Yuqian Deng, Haoyu Wang, Muhao Chen, Dan Roth

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Parameter-Efficient Tuning with Special Token Adaptation

Oct 10, 2022
Xiaoocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen

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VIPHY: Probing "Visible" Physical Commonsense Knowledge

Sep 15, 2022
Shikhar Singh, Ehsan Qasemi, Muhao Chen

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Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces

Sep 12, 2022
Jihoon Sohn, Mingyu Derek Ma, Muhao Chen

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PInKS: Preconditioned Commonsense Inference with Minimal Supervision

Jun 16, 2022
Ehsan Qasemi, Piyush Khanna, Qiang Ning, Muhao Chen

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Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing

May 25, 2022
Nan Xu, Fei Wang, Bangzheng Li, Mingtao Dong, Muhao Chen

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Summarization as Indirect Supervision for Relation Extraction

May 19, 2022
Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen

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