{"id":5693,"date":"2024-11-06T03:20:00","date_gmt":"2024-11-05T18:20:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5693"},"modified":"2024-11-06T03:20:00","modified_gmt":"2024-11-05T18:20:00","slug":"improving-causal-reasoning-in-large-language-models-a-survey%e3%80%81llm-based-optimization-of-compound-ai-systems-a-survey","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5693","title":{"rendered":"Improving Causal Reasoning in Large Language Models: A Survey\u3001LLM-based Optimization of Compound AI Systems: A Survey"},"content":{"rendered":"\n<p>\u56e0\u679c\u63a8\u8ad6\u3084\u6700\u9069\u5316\u306e\u5206\u91ce\u3067\u3082LLM\u304c\u6d3b\u7528\u3055\u308c\u3064\u3064\u3042\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Improving Causal Reasoning in Large Language Models: A Survey\u00a0<\/strong>[16.6]<br>\u56e0\u679c\u63a8\u8ad6\u306f\u77e5\u6027\u306e\u91cd\u8981\u306a\u5074\u9762\u3067\u3042\u308a\u3001\u554f\u984c\u89e3\u6c7a\u3001\u610f\u601d\u6c7a\u5b9a\u3001\u4e16\u754c\u7406\u89e3\u306b\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002 \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u51fa\u529b\u306b\u5bfe\u3057\u3066\u6709\u7406\u6027\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u304c\u3001\u56e0\u679c\u63a8\u8ad6\u3092\u78ba\u5b9f\u306b\u884c\u3046\u80fd\u529b\u306f\u672a\u3060\u4e0d\u660e\u3067\u3042\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2410.16676v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2410.16676v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 22 Oct 2024 04:18:19 GMT)<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/chendl02\/Awesome-LLM-causal-reasoning\">GitHub &#8211; chendl02\/Awesome-LLM-Causal-Reasoning: Awesome LLM Causal Reasoning is a collection of LLM-based casual reasoning works, including papers, codes and datasets.<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LLM-based Optimization of Compound AI Systems: A Survey\u00a0<\/strong>[64.4]<br>\u8907\u5408AI\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001LLM\u30b3\u30fc\u30eb\u3001\u30ec\u30c8\u30ea\u30d0\u30fc\u3001\u30b3\u30fc\u30c9\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u3001\u30c4\u30fc\u30eb\u306a\u3069\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u76f8\u4e92\u63a5\u7d9a\u3055\u308c\u308b\u3002 \u8fd1\u5e74\u306e\u9032\u6b69\u306b\u3088\u308a, LLM \u3092\u7528\u3044\u305f\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u6700\u9069\u5316\u304c\u53ef\u80fd\u3068\u306a\u3063\u305f\u3002 \u672c\u7a3f\u3067\u306f,\u8907\u5408AI\u30b7\u30b9\u30c6\u30e0\u306eLCM\u306b\u57fa\u3065\u304f\u6700\u9069\u5316\u306e\u539f\u7406\u3068\u52d5\u5411\u306b\u3064\u3044\u3066\u8ff0\u3079\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2410.16392v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2410.16392v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 21 Oct 2024 18:06:25 GMT)<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u56e0\u679c\u63a8\u8ad6\u3084\u6700\u9069\u5316\u306e\u5206\u91ce\u3067\u3082LLM\u304c\u6d3b\u7528\u3055\u308c\u3064\u3064\u3042\u308b\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[223,387,564,596],"class_list":["post-5693","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-survey","tag-564","tag-596"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5693","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=5693"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5693\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5693"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5693"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5693"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}