Estimating Causal Effects of Text Interventions Leveraging LLMs. Guo, S., Marmarelis, M. G., Morstatter, F., & Lerman, K. In Inui, K., Sakti, S., Wang, H., Wong, D. F., Bhattacharyya, P., Banerjee, B., Ekbal, A., Chakraborty, T., & Singh, D. P., editors, Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, IJCNLP-AACL 2025, Mumbai, India, December 20-24, 2025, pages 170–190, 2025. The Asian Federation of Natural Language Processing and The Association for Computational Linguistics.
Paper bibtex @inproceedings{DBLP:conf/ijcnlp/GuoMML25,
author = {Siyi Guo and
Myrl G. Marmarelis and
Fred Morstatter and
Kristina Lerman},
editor = {Kentaro Inui and
Sakriani Sakti and
Haofen Wang and
Derek F. Wong and
Pushpak Bhattacharyya and
Biplab Banerjee and
Asif Ekbal and
Tanmoy Chakraborty and
Dhirendra Pratap Singh},
title = {Estimating Causal Effects of Text Interventions Leveraging LLMs},
booktitle = {Proceedings of the 14th International Joint Conference on Natural
Language Processing and the 4th Conference of the Asia-Pacific Chapter
of the Association for Computational Linguistics, {IJCNLP-AACL} 2025,
Mumbai, India, December 20-24, 2025},
pages = {170--190},
publisher = {The Asian Federation of Natural Language Processing and The Association
for Computational Linguistics},
year = {2025},
url = {https://aclanthology.org/2025.findings-ijcnlp.10/},
timestamp = {Sun, 22 Feb 2026 12:34:06 +0100},
biburl = {https://dblp.org/rec/conf/ijcnlp/GuoMML25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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