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Empirical Inference Conference Paper 2025

CauSciBench: Assessing LLM Causal Reasoning for Scientific Research

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Empirical Inference
Maximilian Mordig
  • Doctoral Researcher
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Empirical Inference
Bernhard Schölkopf
  • Director
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Empirical Inference
Zhijing Jin
Research Scientist

Author(s): Acharya, S. and Zhang, T. J. and Kim, A. and Haghighat, A. and Sun, X. and Shrestha, R. B. and Mordig, M. and Danisman, F. and Jose, C. and Qi, Y. and Cobben, P. and Schölkopf, B. and Sachan, M. and Jin, Z.
Year: 2025
Month: December
BibTeX Type: Conference Paper (conference)
Event Name: NeurIPS 2025: 5th Workshop on Mathematical Reasoning and AI (Math-AI) and CauScien Workshop
Event Place: San Diego Convention Center
State: Published
URL: https://openreview.net/pdf?id=EO8mTLqDuT

BibTeX 

@conference{Acharyaetal25,
  title = {CauSciBench: Assessing {LLM} Causal Reasoning for Scientific Research},
  month = dec,
  year = {2025},
  author = {Acharya, S. and Zhang, T. J. and Kim, A. and Haghighat, A. and Sun, X. and Shrestha, R. B. and Mordig, M. and Danisman, F. and Jose, C. and Qi, Y. and Cobben, P. and Sch{\"o}lkopf, B. and Sachan, M. and Jin, Z.},
  url = {https://openreview.net/pdf?id=EO8mTLqDuT},
  month_numeric = {12}
}