Repo of research projects to bridge causality and NLP. By Zhijing Jin (https://zhijing-jin.com) and many awesome collaborators.
cladder. We develop benchmarks and analysis tools to evaluate the causal reasoning abilities of LLMs.
147corr2cause. Data and code for the Corr2Cause paper (ICLR 2024)
115logical-fallacy. Repo for the paper "Detecting Logical Fallacies: From Quiz to Climate Change News" (2021)
90causal-agent. Causal AI Scientist (CAIS) is an LLM-powered tool for generating data-driven answers to natural language causal queries.
29MultiTP. Jupyter Notebook
24AI-Scholar.
23causal-cite. Codes for the paper "CausalCite: A Causal Formulation of Paper Citations" (2023)
16amr_llm. This repo explores how AMR to address tasks difficult for LLMs
13CauSciBench. Python
11AI-Scholar-Uncertainty-Prediction. Python
6amr. Codes for our paper "Revisiting Text-to-AMR Parsing in the Era of LLMs" (2023)
1causalnlp-toolbox. Python
1gt-harmbench.
1causal-tutor. TypeScript
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