{"id":4758,"date":"2024-04-22T04:20:00","date_gmt":"2024-04-21T19:20:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4758"},"modified":"2024-04-22T04:20:00","modified_gmt":"2024-04-21T19:20:00","slug":"on-the-causal-nature-of-sentiment-analysis","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4758","title":{"rendered":"On the Causal Nature of Sentiment Analysis\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>On the Causal Nature of Sentiment Analysis\u00a0<\/strong>[98.4]<br>\u611f\u6027\u5206\u6790(SA)\u306f\u3001\u88fd\u54c1\u30ec\u30d3\u30e5\u30fc\u306e\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u3067\u8868\u3055\u308c\u308b\u611f\u60c5\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u3002 \u672c\u7a3f\u3067\u306f2\u3064\u306e\u30bf\u30b9\u30af\u306e\u7d44\u307f\u5408\u308f\u305b\u3068\u3057\u3066SA\u3092\u5b9a\u5f0f\u5316\u3059\u308b\u3002 \u4e88\u6e2c\u30bf\u30b9\u30af\u3067\u306f,LLM\u306e\u6027\u80fd\u5411\u4e0a\u306e\u305f\u3081\u306b,\u30b5\u30f3\u30d7\u30eb\u306e\u88cf\u5074\u306b\u3042\u308b\u56e0\u679c\u95a2\u4fc2\u306e\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u7528\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2404.11055v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2404.11055v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 17 Apr 2024 04:04:34 GMT)<\/li>\n\n\n\n<li>causally-aware\u3067\u5fc3\u7406\u5b66\u3092\u8003\u616e\u3057\u305f\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\u624b\u6cd5\u306e\u63d0\u6848\u3001\u52b9\u679c\u691c\u8a3c\u3002\u300cwe have formulated the task of SA into a prediction problem and a causal discovery problem.\u300d\uff08SA = sentiment analysis\uff09\u3068\u5bfe\u8c61\u306e\u554f\u984c\u3092\u7406\u89e3\u30fb\u5206\u89e3\u3057\u305f\u3046\u3048\u3067LLM\u306b\u89e3\u304b\u305b\u308b\u3068\u3044\u3046\u306e\u306f\u5b9f\u52d9\u4e0a\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u304d\u305d\u3046\u3001\u3068\u3044\u3046\u306e\u3068\u3001causal prompt\u3068\u3044\u3046\u306e\u3082\u8208\u5473\u6df1\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":[223,563],"class_list":["post-4758","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-563"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4758","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=4758"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4758\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4758"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4758"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4758"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}