Bridging the Gap: Generating a Comprehensive Biomedical Knowledge Graph Question Answering Dataset

Authors: Xi Yan 0001, Patrick Westphal, Jan Seliger, Ricardo Usbeck

Year: 2024

Conference: ECAI 2024

Abstract: generation (RAG) system that integrates graph reasoning and semantic search to improve the factuality and transparency of biomedical question answer on-demand dataset generation.

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@inproceedings{DBLP:conf/ecai/0001WSU24,
  author       = {Xi Yan and
                  Patrick Westphal and
                  Jan Seliger and
                  Ricardo Usbeck},
  editor       = {Ulle Endriss and
                  Francisco S. Melo and
                  Kerstin Bach and
                  Alberto Jos{\'{e}} Bugar{\'{\i}}n Diz and
                  Jose Maria Alonso{-}Moral and
                  Sen{\'{e}}n Barro and
                  Fredrik Heintz},
  title        = {Bridging the Gap: Generating a Comprehensive Biomedical Knowledge
                  Graph Question Answering Dataset},
  booktitle    = {{ECAI} 2024 - 27th European Conference on Artificial Intelligence,
                  19-24 October 2024, Santiago de Compostela, Spain - Including 13th
                  Conference on Prestigious Applications of Intelligent Systems {(PAIS}
                  2024)},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {392},
  pages        = {1198--1205},
  publisher    = {{IOS} Press},
  year         = {2024},
  url          = {https://doi.org/10.3233/FAIA240615},
  doi          = {10.3233/FAIA240615},
  timestamp    = {Mon, 03 Mar 2025 21:02:32 +0100},
  biburl       = {https://dblp.org/rec/conf/ecai/0001WSU24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}