Search Results for author: Yuen Chen

Found 2 papers, 2 papers with code

CLadder: Assessing Causal Reasoning in Language Models

1 code implementation • NeurIPS 2023 • Zhijing Jin, Yuen Chen, Felix Leeb, Luigi Gresele, Ojasv Kamal, Zhiheng Lyu, Kevin Blin, Fernando Gonzalez Adauto, Max Kleiman-Weiner, Mrinmaya Sachan, Bernhard Schölkopf

Much of the existing work in natural language processing (NLP) focuses on evaluating commonsense causal reasoning in LLMs, thus failing to assess whether a model can perform causal inference in accordance with a set of well-defined formal rules.

Causal Inference Commonsense Causal Reasoning +1

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CausalCite: A Causal Formulation of Paper Citations

1 code implementation • 5 Nov 2023 • Ishan Kumar, Zhijing Jin, Ehsan Mokhtarian, Siyuan Guo, Yuen Chen, Mrinmaya Sachan, Bernhard Schölkopf

Evaluating the significance of a paper is pivotal yet challenging for the scientific community.

Causal Inference counterfactual

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Code

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