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.
Estimating Causal Effects of Text Interventions Leveraging LLMs [link]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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