MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-Generated Synthetic Dialogues

Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler

AAAI 2025 pp. 23496-23504

doi:10.1609/AAAI.V39I22.34518 /aaai/2025/binici2025aaai-medsage/

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Cite

Text

Binici et al. "MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-Generated Synthetic Dialogues." AAAI Conference on Artificial Intelligence, 2025. doi:10.1609/AAAI.V39I22.34518

Markdown

[Binici et al. "MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-Generated Synthetic Dialogues." AAAI Conference on Artificial Intelligence, 2025.](https://mlanthology.org/aaai/2025/binici2025aaai-medsage/) doi:10.1609/AAAI.V39I22.34518

BibTeX

@inproceedings{binici2025aaai-medsage,
  title     = {{MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-Generated Synthetic Dialogues}},
  author    = {Binici, Kuluhan and Kashyap, Abhinav Ramesh and Schlegel, Viktor and Liu, Andy T. and Dwivedi, Vijay Prakash and Nguyen, Thanh-Tung and Gao, Xiaoxue and Chen, Nancy F. and Winkler, Stefan},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2025},
  pages     = {23496-23504},
  doi       = {10.1609/AAAI.V39I22.34518},
  url       = {https://mlanthology.org/aaai/2025/binici2025aaai-medsage/}
}