Combining Large Language Model Classifications and Active Learning for Improved Technology-Assisted Review

Michiel P. Bron, Berend Greijn, Bruno Messina Coimbra, Rens van de Schoot, Ayoub Bagheri. Combining Large Language Model Classifications and Active Learning for Improved Technology-Assisted Review. In Mirko Bunse, Marek Herde, Georg Krempl, Vincent Lemaire 0001, Alaa Tharwat, Minh Tuan Pham, Amal Saadallah, editors, Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), Vilnius, Lithuania, September 9th, 2024. Volume 3770 of CEUR Workshop Proceedings, pages 77-95, CEUR-WS.org, 2024. [doi]

@inproceedings{BronGCSB24,
  title = {Combining Large Language Model Classifications and Active Learning for Improved Technology-Assisted Review},
  author = {Michiel P. Bron and Berend Greijn and Bruno Messina Coimbra and Rens van de Schoot and Ayoub Bagheri},
  year = {2024},
  url = {https://ceur-ws.org/Vol-3770/paper8.pdf},
  researchr = {https://researchr.org/publication/BronGCSB24},
  cites = {0},
  citedby = {0},
  pages = {77-95},
  booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), Vilnius, Lithuania, September 9th, 2024},
  editor = {Mirko Bunse and Marek Herde and Georg Krempl and Vincent Lemaire 0001 and Alaa Tharwat and Minh Tuan Pham and Amal Saadallah},
  volume = {3770},
  series = {CEUR Workshop Proceedings},
  publisher = {CEUR-WS.org},
}