The ShareLM Collection and Plugin: Contributing Human-Model Chats for the Benefit of the Community

Shachar Don-Yehiya, Leshem Choshen, Omri Abend


Abstract
Human-model conversations provide a window into users’ real-world scenarios, behavior, and needs, and thus are a valuable resource for model development and research. While for-profit companies collect user data through the APIs of their models, using it internally to improve their own models, the open source and research community lags behind.We introduce the ShareLM collection, a unified set of human conversations with large language models, and its accompanying plugin, a Web extension for voluntarily contributing user-model conversations. Where few platforms share their chats, the ShareLM plugin adds this functionality, thus, allowing users to share conversations from most platforms. The plugin allows the user to rate their conversations, both at the conversation and the response levels, and delete conversations they prefer to keep private before they ever leave the user’s local storage.
Anthology ID:
2025.acl-demo.17
Volume:
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)
Month:
July
Year:
2025
Address:
Vienna, Austria
Editors:
Pushkar Mishra, Smaranda Muresan, Tao Yu
Venue:
ACL
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
167–177
Language:
URL:
https://preview.aclanthology.org/ingestion-acl-25/2025.acl-demo.17/
DOI:
Bibkey:
Cite (ACL):
Shachar Don-Yehiya, Leshem Choshen, and Omri Abend. 2025. The ShareLM Collection and Plugin: Contributing Human-Model Chats for the Benefit of the Community. In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), pages 167–177, Vienna, Austria. Association for Computational Linguistics.
Cite (Informal):
The ShareLM Collection and Plugin: Contributing Human-Model Chats for the Benefit of the Community (Don-Yehiya et al., ACL 2025)
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PDF:
https://preview.aclanthology.org/ingestion-acl-25/2025.acl-demo.17.pdf
Copyright agreement:
 2025.acl-demo.17.copyright_agreement.pdf