|
--- |
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configs: |
|
- config_name: experiment1 |
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data_files: |
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- split: test |
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path: |
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- data/eval/experiment1.jsonl |
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default: true |
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- config_name: experiment2 |
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data_files: |
|
- split: test |
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path: |
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- data/eval/experiment2.jsonl |
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- config_name: experiment3 |
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data_files: |
|
- split: test |
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path: |
|
- data/eval/experiment3.jsonl |
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- config_name: experiment4 |
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data_files: |
|
- split: test |
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path: |
|
- data/eval/experiment4.jsonl |
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license: cc-by-4.0 |
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extra_gated_prompt: You agree to not upload this data publicly without the author's consent. |
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extra_gated_fields: |
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Company: text |
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Country: country |
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I want to use this dataset for: |
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type: select |
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options: |
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- Research |
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- Education |
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- Product |
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- label: Other |
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value: other |
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task_categories: |
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- question-answering |
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language: |
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- en |
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tags: |
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- Logical Reasoning |
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- Propositional Logic |
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- Deductive Reasoning |
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size_categories: |
|
- n<1K |
|
--- |
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<p align="center"><h1>Strategies in Sentential Reasoning</h1></p> |
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|
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This dataset repository synthesizes the problems of propositional logic introduced in *Strategies in Sentential Reasoning* by [Van der Henst et al. (2002)](https://www.sciencedirect.com/science/article/pii/S0364021302000745). |
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|
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The repository contains data for four different experiments, each designed to analyze the different strategies individuals employ in propositional logic. |
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The data for each experiment is given as a distinct subset of the data repository. For additional details about the data, we refer to the original study by [Van der Henst et al. (2002)](https://www.sciencedirect.com/science/article/pii/S0364021302000745). |
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### Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning |
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In our recent [paper]((https://www.sciencedirect.com/science/article/pii/S0364021302000745)) we replicate the first experiment of [Van der Henst et al. (2002)](https://www.sciencedirect.com/science/article/pii/S0364021302000745) to examine inferential strategies employed by large language models (LLMs). Our findings indicate that LLMs display reasoning patterns akin to those observed in humans. |
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## Cite |
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``` |
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@misc{mondorf2024comparing, |
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title={Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning}, |
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author={Philipp Mondorf and Barbara Plank}, |
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year={2024}, |
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eprint={2402.14856}, |
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archivePrefix={arXiv}, |
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primaryClass={cs.CL} |
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} |
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``` |
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|
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## References |
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[1] Jean-Baptiste Van der Henst, Yingrui Yang, and P.n. Johnson-Laird. 2002. [Strategies in sentential reasoning](https://www.sciencedirect.com/science/article/pii/S0364021302000745). Cognitive Science, 26(4):425–468. |