Publications

You can also find my articles on my Semantic Scholar Profile or my Google Scholar profile.

2022

  • E-VALUE: Understanding Dialect Disparity in NLU
    Caleb Ziems*, Jiaao Chen*, Camille Harris, Jessica Anderson, and Diyi Yang
    ACL Findings, 2022 pdf, code

  • Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization
    Kexun Zhang, Jiaao Chen, and Diyi Yang
    ACL Findings, 2022 pdf, code

  • Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition
    Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang, and Diyi Yang
    ACL Findings, 2022 pdf, code

2021

  • Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization
    Jiaao Chen, and Diyi Yang
    EMNLP, 2021 pdf, code

  • HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization
    Jiaao Chen, Dinghan Shen, Weizhu Chen, and Diyi Yang
    ACL, 2021 pdf, code

  • Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs
    Jiaao Chen, and Diyi Yang
    NAACL, 2021 pdf, code

  • Continual Learning for Text Classification with Information Disentanglement Based Regularization
    Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang and Diyi Yang
    NAACL, 2021 pdf, code

  • Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests
    Jiaao Chen, and Diyi Yang
    AAAI, 2021 pdf, code

2020

  • Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization
    Jiaao Chen, and Diyi Yang
    EMNLP, 2020 pdf, code

  • Local Additivity Based Data Augmentation for Semi-supervised NER
    Jiaao Chen*, Zhenghui Wang*, Ran Tian, Zichao Yang and Diyi Yang
    EMNLP, 2020 pdf, code

  • Examining the Ordering of Rhetorical Strategies in Persuasive Requests
    Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Polo Chau and Diyi Yang
    EMNLP Findings, 2020 pdf, code

  • MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
    Jiaao Chen, Zichao Yang, and Diyi Yang
    ACL, 2020 pdf, code

  • Semi-supervised Models via Data Augmentation for Classifying Interactive Affective Responses
    Jiaao Chen*, Yuwei Wu*, and Diyi Yang
    AAAI Workshop on Affective Content Analysis, 2020 pdf, code

2019

  • Let’s Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi Supervised Neural Nets on Crowdfunding Platforms
    Diyi Yang*, Jiaao Chen*, Zichao Yang, Dan Jurafsky, and Eduard Hovy
    NAACL, 2019, oral pdf

  • Incorporating Structured Commonsense Knowledge in Story Completion
    Jiaao Chen, Jianshu Chen and Zhou Yu
    AAAI, 2019 pdf