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20232025
most citedFailure Modes of LLMs for Causal Reasoning on Narratives

1 citations · 1 across the 5 of their papers we have counts for

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cs.LG2023

Learned Causal Method Prediction

Shantanu Gupta, Cheng Zhang, Agrin Hilmkil

For a given causal question, it is important to efficiently decide which causal inference method to use for a given dataset. This is challenging because causal methods typically re…

stat.ML2023

Local Discovery by Partitioning: Polynomial-Time Causal Discovery Around Exposure-Outcome Pairs

Jacqueline Maasch, Weishen Pan, Shantanu Gupta +3

Causal discovery is crucial for causal inference in observational studies, as it can enable the identification of valid adjustment sets (VAS) for unbiased effect estimation. Howeve…