by causalNLP · Agent Tool · ★ 137
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CLadder: Assessing Causal Reasoning in Language Models 🚀 Get the dataset now! cladder-v1.zip zip file size: 6.5MB Version: v1 Date: 2023-05-25 Huggingface dataset: https://huggingface.co/datasets/causalnlp/CLadder This repo contains the full CLadder dataset (and code) for evaluating (formal) causal reasoning in language models. The dataset asks yes/no questions in natural language that generally require statistical and causal inference to answer. Although there are several different variants, the main dataset (including questions from all variants) is , so that is the recommended file to use for most purposes. Our NeurIPS 2023 paper: "CLadder: Assessing Causal Reasoning in Language Models" by Zhijing Jin\, Yuen Chen\, Felix Leeb\, Luigi Gresele\, Ojasv Kamal, Zhiheng Lyu, Kevin Blin, Fernando Gonzalez, Max Kleiman-Weiner, Mrinmaya Sachan, Bernhard Schölkopf.
| Stars | 137 |
| Forks | 23 |
| Language | Python |
| Category | Agent Tool |
| License | MIT |
| Quality Score | 58.2736087742971/100 |
| Open Issues | 10 |
| Last Updated | 2024-05-29 |
| Created | 2023-05-25 |
| Platforms | python |
| Est. Tokens | ~1131k |
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cladder is We develop benchmarks and analysis tools to evaluate the causal reasoning abilities of LLMs.. It is categorized as a Agent Tool with 137 GitHub stars.
cladder is primarily written in Python.
You can find installation instructions and usage details in the cladder GitHub repository at github.com/causalNLP/cladder. The project has 137 stars and 23 forks, indicating an active community.
cladder is released under the MIT license, making it free to use and modify according to the license terms.
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