{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,25]],"date-time":"2026-09-25T23:37:04Z","timestamp":1790379424265,"version":"4.1.0"},"reference-count":25,"publisher":"MIT Press - Journals","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Transactions of the Association for Computational Linguistics"],"published-print":{"date-parts":[[2020,12]]},"abstract":"<jats:p> To advance multi-domain (cross-domain) dialogue modeling as well as alleviate the shortage of Chinese task-oriented datasets, we propose CrossWOZ, the first large-scale Chinese Cross-Domain Wizard-of-Oz task-oriented dataset. It contains 6K dialogue sessions and 102K utterances for 5 domains, including hotel, restaurant, attraction, metro, and taxi. Moreover, the corpus contains rich annotation of dialogue states and dialogue acts on both user and system sides. About 60% of the dialogues have cross-domain user goals that favor inter-domain dependency and encourage natural transition across domains in conversation. We also provide a user simulator and several benchmark models for pipelined task-oriented dialogue systems, which will facilitate researchers to compare and evaluate their models on this corpus. The large size and rich annotation of CrossWOZ make it suitable to investigate a variety of tasks in cross-domain dialogue modeling, such as dialogue state tracking, policy learning, user simulation, etc. <\/jats:p>","DOI":"10.1162\/tacl_a_00314","type":"journal-article","created":{"date-parts":[[2020,6,17]],"date-time":"2020-06-17T18:25:54Z","timestamp":1592418354000},"page":"281-295","source":"Crossref","is-referenced-by-count":48,"title":["CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset"],"prefix":"10.1162","volume":"8","author":[{"given":"Qi","family":"Zhu","sequence":"first","affiliation":[{"name":"Dept. of Computer Science and Technology."},{"name":"Institute for Artificial Intelligence."},{"name":"Beijing National Research Center for Information Science and Technology."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kaili","family":"Huang","sequence":"additional","affiliation":[{"name":"Dept. of Industrial Engineering, Tsinghua University, Beijing, China."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zheng","family":"Zhang","sequence":"additional","affiliation":[{"name":"Dept. of Computer Science and Technology."},{"name":"Institute for Artificial Intelligence."},{"name":"Beijing National Research Center for Information Science and Technology."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoyan","family":"Zhu","sequence":"additional","affiliation":[{"name":"Dept. of Computer Science and Technology."},{"name":"Institute for Artificial Intelligence."},{"name":"Beijing National Research Center for Information Science and Technology."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Minlie","family":"Huang","sequence":"additional","affiliation":[{"name":"Dept. of Computer Science and Technology."},{"name":"Institute for Artificial Intelligence."},{"name":"Beijing National Research Center for Information Science and Technology."}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"281","reference":[{"key":"bib1","unstructured":"Pawel Budzianowski, I\u00f1igo Casanueva, Bo- Hsiang Tseng, and Milica Gasic. 2018a. Towards end-to-end multi-domain dialogue modelling."},{"key":"bib2","doi-asserted-by":"crossref","first-page":"5016","DOI":"10.18653\/v1\/D18-1547","volume-title":"Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing","author":"Budzianowski Pawe\u0142","year":"2018"},{"key":"bib3","author":"Cui Yiming","year":"2019","journal-title":"arXiv preprint arXiv:1906.08101"},{"key":"bib4","first-page":"4171","volume-title":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)","author":"Devlin Jacob","year":"2019"},{"key":"bib5","first-page":"207","volume-title":"Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue","author":"Asri Layla El","year":"2017"},{"key":"bib6","author":"Eric Mihail","year":"2019","journal-title":"arXiv preprint arXiv:1907.01669"},{"key":"bib7","first-page":"37","volume-title":"Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue","author":"Eric Mihail","year":"2017"},{"key":"bib8","first-page":"900","volume-title":"2018 IEEE Spoken Language Technology Workshop (SLT)","author":"G\u00fcr Izzeddin","year":"2018"},{"key":"bib9","volume-title":"Speech and Natural Language: Proceedings of a Workshop Held at Hidden Valley, Pennsylvania, June 24-27,1990","author":"Hemphill Charles T.","year":"1990"},{"key":"bib10","doi-asserted-by":"crossref","first-page":"263","DOI":"10.3115\/v1\/W14-4337","volume-title":"Proceedings of the 15th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)","author":"Henderson Matthew","year":"2014"},{"key":"bib11","first-page":"1437","volume-title":"Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","author":"Lei Wenqiang","year":"2018"},{"key":"bib12","first-page":"2443","volume-title":"Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing","author":"Lewis Mike","year":"2017"},{"key":"bib13","doi-asserted-by":"crossref","first-page":"1777","DOI":"10.18653\/v1\/P17-1163","volume-title":"Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","author":"Mrk\u0161i\u0107 Nikola","year":"2017"},{"key":"bib14","first-page":"2231","volume-title":"Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing","author":"Peng Baolin","year":"2017"},{"key":"bib15","author":"Rastogi Abhinav","year":"2019","journal-title":"arXiv preprint arXiv:1909.05855"},{"key":"bib16","first-page":"149","volume-title":"Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; 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