3 entries

Publications

Papers and preprints on language model behavior, evaluation, and earlier work in scientific computing. Google Scholar ↗

  1. That's Deprecated! Understanding, Detecting, and Steering Knowledge Conflicts in Language Models for Code Generation

    Jaesung Bae, Cameron Churchwell, Mitchell Hermon, Tsun-An Hsieh, Jocelyn Xu, Yekaterina Yegorova, Mark Hasegawa-Johnson, Heng Ji

    A study of how language models handle conflicts between learned programming knowledge and prompt-provided updates, with probes and activation steering for code generation.

    LLM BehaviorCode GenerationKnowledge Conflicts
    Project page Paper