学术相关
Large language models and causal inference in collaboration: a survey 1
- Treatment Effet Estimation
- counterfactual data generation
- Causal Relationships Discovery
- prompt sensitive; quadratic scalability cost; hallucination
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Liu, X., Xu, P., Wu, J., Yuan, J., Yang, Y., Zhou, Y., Liu, F., Guan, T., Wang, H., Yu, T., McAuley, J., Ai, W., & Huang, F. (2024). Large language models and causal inference in collaboration: A survey (Version 3). arXiv. https://doi.org/10.48550/ARXIV.2403.09606 ↩