PoSum-Bench: Benchmarking Position Bias in LLM-based Conversational Summarization

Xu Sun, Lionel Delphin-Poulat, Christèle Tarnec, Anastasia Shimorina. PoSum-Bench: Benchmarking Position Bias in LLM-based Conversational Summarization. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 7985-8009, Association for Computational Linguistics, 2025. [doi]

@inproceedings{SunDTS25,
  title = {PoSum-Bench: Benchmarking Position Bias in LLM-based Conversational Summarization},
  author = {Xu Sun and Lionel Delphin-Poulat and Christèle Tarnec and Anastasia Shimorina},
  year = {2025},
  doi = {10.18653/v1/2025.emnlp-main.404},
  url = {https://doi.org/10.18653/v1/2025.emnlp-main.404},
  researchr = {https://researchr.org/publication/SunDTS25},
  cites = {0},
  citedby = {0},
  pages = {7985-8009},
  booktitle = {Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025},
  editor = {Christos Christodoulopoulos 0001 and Tanmoy Chakraborty 0002 and Carolyn Rose and Violet Peng},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-332-6},
}