Publications

2024

  • Model-based Preference Optimization in Abstractive Summarization without Human Feedback
    Jaepill Choi*, Kyubyung Chae*, Jiwoo Song, Yohan Jo, Taesup Kim
    [EMNLP] Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP, 2024
    Paper    Code

  • Mitigating Hallucination in Abstractive Summarization with Domain-Conditional Mutual Information
    Kyubyung Chae*, Jaepill Choi*, Yohan Jo, Taesup Kim
    [NAACL] Findings of the Association for Computational Linguistics: NAACL, 2024
    Paper    Code    Video

  • Fine-tuning Language Models to Alleviate Hallucinations in Abstractive Summarization
    Jaepill Choi, Kyubyung Chae, Jiwoo Song, Taesup Kim
    [KIISE] Korean Institute of Information Scientists and Engineers: KIISE, 2024
    Paper

* Equal Contribution