{"id":5522,"date":"2024-10-09T03:02:00","date_gmt":"2024-10-08T18:02:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5522"},"modified":"2024-10-09T03:02:00","modified_gmt":"2024-10-08T18:02:00","slug":"the-imperative-of-conversation-analysis-in-the-era-of-llms-a-survey-of-tasks-techniques-and-trends","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5522","title":{"rendered":"The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends\u00a0<\/strong>[65.0]<br>\u4f1a\u8a71\u5206\u6790(CA)\u306f\u3001\u4f1a\u8a71\u30c7\u30fc\u30bf\u304b\u3089\u91cd\u8981\u306a\u60c5\u5831\u3092\u767a\u898b\u3057\u5206\u6790\u3059\u308b\u3002 \u672c\u7a3f\u3067\u306f,CA\u30bf\u30b9\u30af\u306e\u5fb9\u5e95\u7684\u306a\u30ec\u30d3\u30e5\u30fc\u3068\u30b7\u30b9\u30c6\u30e0\u5316\u3092\u884c\u3044,\u65e2\u5b58\u306e\u696d\u52d9\u3092\u8981\u7d04\u3059\u308b\u3002 \u4f1a\u8a71\u30b7\u30fc\u30f3\u306e\u518d\u69cb\u7bc9,\u5965\u884c\u304d\u306e\u5c5e\u6027\u5206\u6790,\u30bf\u30fc\u30b2\u30c3\u30c8\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u5b9f\u884c,\u4f1a\u8a71\u306e\u751f\u6210\u304b\u3089,CA\u306e4\u3064\u306e\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3092\u5c0e\u51fa\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2409.14195v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2409.14195v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sat, 21 Sep 2024 16:52:43 GMT)<\/li>\n\n\n\n<li>\u300cConversation analysis aims to identify critical information from human-human, humanmachine, machine-machine, and multi-party conversations, derive the underlying causes, and develop the solutions to drive relevant improvements for more effective goal achievement continuously, such as elevating customer experience, reducing complaint rate.\u300d\u3068\u3044\u3046\u5b9a\u7fa9\u306e\u4f1a\u8a71\u5206\u6790\u306b\u95a2\u3059\u308b\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>\u69d8\u3005\u306a\u30bf\u30b9\u30af\u304c\u3042\u308a\u3001\u3053\u306e\u3088\u3046\u306a\u8ef8\u3067\u306e\u5206\u6790\u3082\u9762\u767d\u3044\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[387,542],"class_list":["post-5522","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-542"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5522","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5522"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5522\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5522"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5522"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5522"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}