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Dataset Summary
This Dataset contains the tasks used in the paper "Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark" link.
Supported Tasks and Leaderboards
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Languages
English
Dataset Structure
Data Instances
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Data Fields
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Data Splits
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Dataset Creation
This benchmark is created by aggregating several existing NLP datasets that measure different aspects of social information.
Curation Rationale
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Source Data
Initial Data Collection and Normalization
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Who are the source language producers?
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Considerations for Using the Data
Social Impact of Dataset
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Discussion of Biases
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Other Known Limitations
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Additional Information
Dataset Curators
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Licensing Information
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Citation Information
@misc{choi2023llms, title={Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark}, author={Minje Choi and Jiaxin Pei and Sagar Kumar and Chang Shu and David Jurgens}, year={2023}, eprint={2305.14938}, archivePrefix={arXiv}, primaryClass={cs.CL} }
Contributions
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