Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors. Chochlakis, G., Potamianos, A., Lerman, K., & Narayanan, S. In Chiruzzo, L., Ritter, A., & Wang, L., editors, Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2025 - Volume 1: Long Papers, Albuquerque, New Mexico, USA, April 29 - May 4, 2025, pages 5513–5528, 2025. Association for Computational Linguistics.
Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors [link]Paper  doi  bibtex   
@inproceedings{DBLP:conf/naacl/ChochlakisPLN25,
  author       = {Georgios Chochlakis and
                  Alexandros Potamianos and
                  Kristina Lerman and
                  Shrikanth Narayanan},
  editor       = {Luis Chiruzzo and
                  Alan Ritter and
                  Lu Wang},
  title        = {Aggregation Artifacts in Subjective Tasks Collapse Large Language
                  Models' Posteriors},
  booktitle    = {Proceedings of the 2025 Conference of the Nations of the Americas
                  Chapter of the Association for Computational Linguistics: Human Language
                  Technologies, {NAACL} 2025 - Volume 1: Long Papers, Albuquerque, New
                  Mexico, USA, April 29 - May 4, 2025},
  pages        = {5513--5528},
  publisher    = {Association for Computational Linguistics},
  year         = {2025},
  url          = {https://doi.org/10.18653/v1/2025.naacl-long.284},
  doi          = {10.18653/V1/2025.NAACL-LONG.284},
  timestamp    = {Fri, 13 Jun 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/ChochlakisPLN25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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