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VALUE: Understanding Dialect Disparity in NLU



Caleb Ziems , Jiaao Chen , Camille Harris , Jessica Anderson , Diyi Yang

* ACL 2022 main conference 

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Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition



Aaron Reich , Jiaao Chen , Aastha Agrawal , Yanzhe Zhang , Diyi Yang

* ACL 2022 (Findings) 

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An Empirical Survey of Data Augmentation for Limited Data Learning in NLP



Jiaao Chen , Derek Tam , Colin Raffel , Mohit Bansal , Diyi Yang


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HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization



Jiaao Chen , Dinghan Shen , Weizhu Chen , Diyi Yang

* ACL 2021 

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Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs



Jiaao Chen , Diyi Yang

* NAACL 2021 

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Continual Learning for Text Classification with Information Disentanglement Based Regularization



Yufan Huang , Yanzhe Zhang , Jiaao Chen , Xuezhi Wang , Diyi Yang

* NAACL 2021 

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Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests



Jiaao Chen , Diyi Yang

* AAAI 2021 

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Examining the Ordering of Rhetorical Strategies in Persuasive Requests



Omar Shaikh , Jiaao Chen , Jon Saad-Falcon , Duen Horng Chau , Diyi Yang

* Findings of EMNLP 2020 

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Local Additivity Based Data Augmentation for Semi-supervised NER



Jiaao Chen , Zhenghui Wang , Ran Tian , Zichao Yang , Diyi Yang

* EMNLP 2020 

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Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization



Jiaao Chen , Diyi Yang

* EMNLP 2020 

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