publications

2024

  1. NeurIPS 2024 208
    PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action
    Yijia Shao, Tianshi Li, Weiyan Shi, Yanchen Liu, and Diyi Yang

2023

  1. EMNLP 2024 12
    Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach
    Yanchen Liu, Mingyu Derek Ma, Wenna Qin, Azure Zhou, Jiaao Chen, Weiyan Shi, Wei Wang, and Diyi Yang
  2. NAACL 2024 58
    Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classification
    Yanchen Liu, Srishti Gautam, Jiaqi Ma, and Himabindu Lakkaraju
  3. EMNLP 2023 23
    DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules
    Yanchen Liu, William Held, and Diyi Yang
  4. EMNLP 2023 26
    Task-Agnostic Low-Rank Adapters for Unseen English Dialects
    Zedian Xiao, William Held, Yanchen Liu, and Diyi Yang
  5. AAAI 2024 Demonstrations 6
    MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways
    Mingyu Derek Ma, Alexander K. Taylor, Nuan Wen, Yanchen Liu, Po-Nien Kung, Wenna Qin, Shicheng Wen, Azure Zhou, Diyi Yang, Xuezhe Ma, Nanyun Peng, and Wei Wang

2022

  1. ACLW 2023 5
    SMoA: Sparse Mixture of Adapters to Mitigate Multiple Dataset Biases
    Yanchen Liu, Jing Yan, Yan Chen, Jing Liu, and Hua Wu
  2. ACLW 2023 17
    Semantic-Oriented Unlabeled Priming for Large-Scale Language Models
    Yanchen Liu, Timo Schick, and Hinrich Schütze
  3. ICMA 2022 Finalists of Best Paper Award in Mechatronics 15
    Custom Sine Waves Are Enough for Imitation Learning of Bipedal Gaits with Different Styles
    Qi Wu*, Chong Zhang*, and Yanchen Liu