Beyond LLMs A Linguistic Approach to Causal Graph Generation from Narrative Texts

Zehan Li, Ruhua Pan, Xinyu Pi


Anthology ID:
2025.wnu-1.10
Volume:
Proceedings of the The 7th Workshop on Narrative Understanding
Month:
May
Year:
2025
Address:
Albuquerque, New Mexico
Editors:
Elizabeth Clark, Yash Kumar Lal, Snigdha Chaturvedi, Mohit Iyyer, Anneliese Brei, Ashutosh Modi, Khyathi Raghavi Chandu
Venues:
WNU | WS
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
36–51
Language:
URL:
https://preview.aclanthology.org/Ingest-2025-COMPUTEL/2025.wnu-1.10/
DOI:
Bibkey:
Cite (ACL):
Zehan Li, Ruhua Pan, and Xinyu Pi. 2025. Beyond LLMs A Linguistic Approach to Causal Graph Generation from Narrative Texts. In Proceedings of the The 7th Workshop on Narrative Understanding, pages 36–51, Albuquerque, New Mexico. Association for Computational Linguistics.
Cite (Informal):
Beyond LLMs A Linguistic Approach to Causal Graph Generation from Narrative Texts (Li et al., WNU 2025)
Copy Citation:
PDF:
https://preview.aclanthology.org/Ingest-2025-COMPUTEL/2025.wnu-1.10.pdf