{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,7]],"date-time":"2024-08-07T07:42:38Z","timestamp":1723016558857},"publisher-location":"California","reference-count":0,"publisher":"International Joint Conferences on Artificial Intelligence Organization","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7]]},"abstract":"<jats:p>The main goal of dialogue disentanglement is to separate the mixed utterances from a chat slice into independent dialogues. Existing models often utilize either an utterance-to-utterance (U2U) prediction to determine whether two utterances that have the \u201creply-to\u201d relationship belong to one dialogue, or an utterance-to-thread (U2T) prediction to determine which dialogue-thread a given utterance should belong to. Inspired by mutual leaning, we propose MuiDial, a novel dialogue disentanglement model, to exploit the intent of each utterance and feed the intent to a mutual learning U2U-U2T disentanglement model. Experimental results and in-depth analysis on several benchmark datasets demonstrate the effectiveness and generalizability of our approach.<\/jats:p>","DOI":"10.24963\/ijcai.2022\/578","type":"proceedings-article","created":{"date-parts":[[2022,7,16]],"date-time":"2022-07-16T02:55:56Z","timestamp":1657940156000},"page":"4164-4170","source":"Crossref","is-referenced-by-count":1,"title":["MuiDial: Improving Dialogue Disentanglement with Intent-Based Mutual Learning"],"prefix":"10.24963","author":[{"given":"Ziyou","family":"Jiang","sequence":"first","affiliation":[{"name":"Laboratory for Internet Software Technologies, Institute of Software Chinese Academy of Sciences"},{"name":"University of Chinese Academy of Sciences, Beijing, China"}]},{"given":"Lin","family":"Shi","sequence":"additional","affiliation":[{"name":"Laboratory for Internet Software Technologies, Institute of Software Chinese Academy of Sciences"},{"name":"University of Chinese Academy of Sciences, Beijing, China"}]},{"given":"Celia","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Occidental College, Los Angeles, CA, USA"}]},{"given":"Fangwen","family":"Mu","sequence":"additional","affiliation":[{"name":"Laboratory for Internet Software Technologies, Institute of Software Chinese Academy of Sciences"},{"name":"University of Chinese Academy of Sciences, Beijing, China"}]},{"given":"Yumin","family":"Zhang","sequence":"additional","affiliation":[{"name":"Laboratory for Internet Software Technologies, Institute of Software Chinese Academy of Sciences"},{"name":"University of Chinese Academy of Sciences, Beijing, China"}]},{"given":"Qing","family":"Wang","sequence":"additional","affiliation":[{"name":"Laboratory for Internet Software Technologies, Institute of Software Chinese Academy of Sciences"},{"name":"State Key Laboratory of Computer Sciences, Institute of Software Chinese Academy of Sciences"},{"name":"Science&Technology on Integrated Information System Laboratory, Institute of Software Chinese Academy of Sciences"},{"name":"University of Chinese Academy of Sciences, Beijing, China"}]}],"member":"10584","event":{"number":"31","sponsor":["International Joint Conferences on Artificial Intelligence Organization (IJCAI)"],"acronym":"IJCAI-2022","name":"Thirty-First International Joint Conference on Artificial Intelligence {IJCAI-22}","start":{"date-parts":[[2022,7,23]]},"theme":"Artificial Intelligence","location":"Vienna, Austria","end":{"date-parts":[[2022,7,29]]}},"container-title":["Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence"],"original-title":[],"deposited":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T11:10:29Z","timestamp":1658142629000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.ijcai.org\/proceedings\/2022\/578"}},"subtitle":[],"proceedings-subject":"Artificial Intelligence Research Articles","short-title":[],"issued":{"date-parts":[[2022,7]]},"references-count":0,"URL":"https:\/\/doi.org\/10.24963\/ijcai.2022\/578","relation":{},"subject":[],"published":{"date-parts":[[2022,7]]}}}