@inproceedings{ghosal-etal-2025-overview,
    title = "Overview of the Fifth Workshop on Scholarly Document Processing",
    author = "Ghosal, Tirthankar  and
      Mayr, Philipp  and
      De Waard, Anita  and
      Naik, Aakanksha  and
      Singh, Amanpreet  and
      Freitag, Dayne  and
      Rehm, Georg  and
      Schimmler, Sonja  and
      Li, Dan",
    editor = "Ghosal, Tirthankar  and
      Mayr, Philipp  and
      Singh, Amanpreet  and
      Naik, Aakanksha  and
      Rehm, Georg  and
      Freitag, Dayne  and
      Li, Dan  and
      Schimmler, Sonja  and
      De Waard, Anita",
    booktitle = "Proceedings of the Fifth Workshop on Scholarly Document Processing (SDP 2025)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/landing_page/2025.sdp-1.1/",
    doi = "10.18653/v1/2025.sdp-1.1",
    pages = "1--6",
    ISBN = "979-8-89176-265-7",
    abstract = "The workshop on Scholarly Document Processing (SDP) started in 2020 to accelerate research, inform policy, and educate the public on natural language processing for scientific text. The fifth iteration of the workshop, SDP 2025 was held at the 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025) in Vienna as a hybrid event. The workshop saw a great increase in interest, with 26 submissions, of which 11 were accepted for the research track. The program consisted of a research track, invited talks and four shared tasks: (1) SciHal25: Hallucination Detection for Scientific Content, (2) SciVQA: Scientific Visual Question Answering, (3) ClimateCheck: Scientific Factchecking of Social Media Posts on Climate Change, and (4) Software Mention Detection in Scholarly Publications (SOMD 25). In addition to the four shared task overview papers, 18 shared task reports were accepted. The program was geared towards NLP, information extraction, information retrieval, and data mining for scholarly documents, with an emphasis on identifying and providing solutions to open challenges."
}