Mary, the Cheeseburger-Eating Vegetarian: Do LLMs Recognize Incoherence in Narratives?

Karin de Langis, Püren Öncel, Ryan Peters, Andrew Elfenbein, Laura Kristen Allen, Andreas Schramm, Dongyeop Kang. Mary, the Cheeseburger-Eating Vegetarian: Do LLMs Recognize Incoherence in Narratives?. In Vera Demberg, Kentaro Inui, Lluís Marquez, editors, Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2026 - Volume 1: Long Papers, Rabat, Morocco, March 24-29, 2026. pages 5958-5970, Association for Computational Linguistics, 2026. [doi]

@inproceedings{LangisOPEASK26,
  title = {Mary, the Cheeseburger-Eating Vegetarian: Do LLMs Recognize Incoherence in Narratives?},
  author = {Karin de Langis and Püren Öncel and Ryan Peters and Andrew Elfenbein and Laura Kristen Allen and Andreas Schramm and Dongyeop Kang},
  year = {2026},
  url = {https://aclanthology.org/2026.eacl-long.280/},
  researchr = {https://researchr.org/publication/LangisOPEASK26},
  cites = {0},
  citedby = {0},
  pages = {5958-5970},
  booktitle = {Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2026 - Volume 1: Long Papers, Rabat, Morocco, March 24-29, 2026},
  editor = {Vera Demberg and Kentaro Inui and Lluís Marquez},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-380-7},
}