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Wenxuan Zhou

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Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis

May 08, 2022
Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Dayiheng Liu, Baosong Yang, Juncheng Liu, Bryan Hooi

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Answer Consolidation: Formulation and Benchmarking

Apr 29, 2022
Wenxuan Zhou, Qiang Ning, Heba Elfardy, Kevin Small, Muhao Chen

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Offline Distillation for Robot Lifelong Learning with Imbalanced Experience

Apr 12, 2022
Wenxuan Zhou, Steven Bohez, Jan Humplik, Abbas Abdolmaleki, Dushyant Rao, Markus Wulfmeier, Tuomas Haarnoja, Nicolas Heess

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δ-SAM: Sharpness-Aware Minimization with Dynamic Reweighting

Dec 16, 2021
Wenxuan Zhou, Muhao Chen

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Prix-LM: Pretraining for Multilingual Knowledge Base Construction

Oct 16, 2021
Wenxuan Zhou, Fangyu Liu, Ivan Vulić, Nigel Collier, Muhao Chen

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Contrastive Out-of-Distribution Detection for Pretrained Transformers

Apr 18, 2021
Wenxuan Zhou, Muhao Chen

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Learning from Noisy Labels for Entity-Centric Information Extraction

Apr 17, 2021
Wenxuan Zhou, Muhao Chen

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Lyapunov Barrier Policy Optimization

Mar 16, 2021
Harshit Sikchi, Wenxuan Zhou, David Held

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An Improved Baseline for Sentence-level Relation Extraction

Feb 02, 2021
Wenxuan Zhou, Muhao Chen

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PLAS: Latent Action Space for Offline Reinforcement Learning

Nov 14, 2020
Wenxuan Zhou, Sujay Bajracharya, David Held

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