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license: mit |
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# P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains |
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[WIP]: We are working on the release of the dataset. Feel free to send us an [email]([email protected]) to stay in touch! |
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[P-FOLIO](https://aclanthology.org/2024.findings-emnlp.966) is a human-annotated dataset consisting of diverse and complex reasoning chains for a set of realistic logical reasoning stories also written by humans. P-FOLIO is collected with an annotation protocol that facilitates humans to annotate well-structured natural language proofs for first-order logic reasoning problems in a step-by-step manner. |
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P-FOLIO is built upon [FOLIO](https://huggingface.co/datasets/yale-nlp/FOLIO). |
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## Citation |
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``` |
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@inproceedings{han-etal-2024-p, |
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title = "{P}-{FOLIO}: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains", |
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author = "Han, Simeng and Yu, Aaron and many other authors and Xiong, Caiming and Radev, Dragomir and Ying, Rex and Cohan, Arman", |
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editor = "Al-Onaizan, Yaser and Bansal, Mohit and Chen, Yun-Nung", |
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booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2024", |
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month = nov, |
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year = "2024", |
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address = "Miami, Florida, USA", |
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publisher = "Association for Computational Linguistics", |
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url = "https://aclanthology.org/2024.findings-emnlp.966", |
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pages = "16553--16565", |
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} |
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``` |
