{"id":"wildvis","title":"WildVis: Open Source Visualizer for Million-Scale Chat Logs in the Wild","authors":[{"given":"Yuntian","family":"Deng"},{"given":"Wenting","family":"Zhao"},{"given":"Jack","family":"Hessel"},{"given":"Xiang","family":"Ren"},{"given":"Claire","family":"Cardie"},{"given":"Yejin","family":"Choi"}],"first_public":"2024-09-05","date_note":"First arXiv version.","date_source":"https://arxiv.org/abs/2409.03753","year":2024,"venue":"EMNLP 2024 System Demonstrations","paper_url":"https://aclanthology.org/2024.emnlp-demo.50/","arxiv":"2409.03753","doi":"10.18653/v1/2024.emnlp-demo.50","code_url":"https://github.com/da03/WildVisualizer","category":"tool","relationship":"tool","dataset_version":"WildChat at approximately one million conversations, alongside LMSYS-Chat-1M; an exact WildChat revision is not specified.","summary":"Provides composable search filters and an embedding map for inspecting WildChat and LMSYS-Chat-1M. Its case studies connect individual conversations to broader topic patterns and reproduce examples from research on journalism and personal disclosures.","finding":"The visual comparison identifies a Midjourney prompt-generation cluster in WildChat and a chemistry cluster in LMSYS-Chat-1M.","evidence_url":"https://arxiv.org/html/2409.03753v1","evidence_note":"Sections 2–4 describe the interface, indexed datasets, and case studies; Appendix E expands the cross-dataset comparison.","bibtex_key":"deng2024wildvis","record_url":"https://yuntiandeng.com/wildchat/papers/wildvis/","relationship_label":"Exploration tool","citation_title":"WildVis: Open Source Visualizer for Million-Scale Chat Logs in the Wild","citation_type":"paper-conference","bibtex_type":"inproceedings","container_title":"Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: System Demonstrations","citation_url":"https://aclanthology.org/2024.emnlp-demo.50/","citation_year":2024,"citation_note":"Cites the EMNLP 2024 System Demonstrations proceedings paper.","pages":"497–506","publisher":"Association for Computational Linguistics"}