Artificial Intelligence · Computer Science
On the Eligibility of LLMs for Counterfactual Reasoning: A Decompositional Study
Shuai Yang, Qi Yang, Luoxi Tang, Yuqiao Meng +3
2026-02-17
Machine Learning · Computer Science
When Counterfactual Reasoning Fails: Chaos and Real-World Complexity
Yahya Aalaila, Gerrit Großmann, Sumantrak Mukherjee, Jonas Wahl +1
2025-04-11
Machine Learning · Computer Science
The Effect of Data Poisoning on Counterfactual Explanations
André Artelt, Shubham Sharma, Freddy Lecué, Barbara Hammer
2025-07-29
Human-Computer Interaction · Computer Science
Generative Framework for Personalized Persuasion: Inferring Causal, Counterfactual, and Latent Knowledge
Donghuo Zeng, Roberto Legaspi, Yuewen Sun, Xinshuai Dong +3
2025-05-29
Computation and Language · Computer Science
Reasoning Elicitation in Language Models via Counterfactual Feedback
Alihan Hüyük, Xinnuo Xu, Jacqueline Maasch, Aditya V. Nori +1
2025-03-18
Artificial Intelligence · Computer Science
Counterfactuals and Causability in Explainable Artificial Intelligence: Theory, Algorithms, and Applications
Yu-Liang Chou, Catarina Moreira, Peter Bruza, Chun Ouyang +1
2021-06-09
Information Retrieval · Computer Science
Counterfactual Collaborative Reasoning
Jianchao Ji, Zelong Li, Shuyuan Xu, Max Xiong +4
2023-07-06
Computation and Language · Computer Science
From Plausible to Causal: Counterfactual Semantics for Policy Evaluation in Simulated Online Communities
Agam Goyal, Yian Wang, Eshwar Chandrasekharan, Hari Sundaram
2026-04-17
Artificial Intelligence · Computer Science
Causal Cartographer: From Mapping to Reasoning Over Counterfactual Worlds
Gaël Gendron, Jože M. Rožanec, Michael Witbrock, Gillian Dobbie
2025-05-21
Computation and Language · Computer Science
CausaLM: Causal Model Explanation Through Counterfactual Language Models
Amir Feder, Nadav Oved, Uri Shalit, Roi Reichart
2022-11-15
Artificial Intelligence · Computer Science
P2C: Path to Counterfactuals
Sopam Dasgupta, Sadaf MD Halim, Joaquín Arias, Elmer Salazar +1
2025-08-29