{"id":4040,"date":"2023-11-06T05:01:00","date_gmt":"2023-11-05T20:01:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4040"},"modified":"2023-11-06T05:01:00","modified_gmt":"2023-11-05T20:01:00","slug":"data-centric-financial-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4040","title":{"rendered":"Data-Centric Financial Large Language Models\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Data-Centric Financial Large Language Models&nbsp;<\/strong>[27.5]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u81ea\u7136\u8a00\u8a9e\u306e\u30bf\u30b9\u30af\u3092\u7d04\u675f\u3059\u308b\u304c\u3001\u91d1\u878d\u306e\u3088\u3046\u306a\u8907\u96d1\u306a\u30c9\u30e1\u30a4\u30f3\u306b\u76f4\u63a5\u9069\u7528\u3057\u305f\u5834\u5408\u306b\u82e6\u52b4\u3059\u308b\u3002 \u6211\u3005\u306f\u3001LLM\u304c\u91d1\u878d\u696d\u52d9\u3092\u3088\u308a\u3046\u307e\u304f\u6271\u3048\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u4e2d\u5fc3\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2310.17784v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2310.17784v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Sat, 7 Oct 2023 04:53:31 GMT)<\/li>\n\n\n\n<li>\u91d1\u878d\u5206\u91ce\u5411\u3051\u306bLLM\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u3092\u5de5\u592b\u30fb\u62e1\u5f35\uff08AAR: abductive augmentation reasoning \uff09\u306a\u3069\u884c\u3063\u305f\u3046\u3048\u3067\u65e2\u6210\u306eLLM\u3092\u4f7f\u3046\u65b9\u91dd\u53ca\u3073fine tuning\u306b\u4f7f\u3046\u65b9\u91dd\u306a\u3069\u3092\u8a66\u3057\u3066\u3044\u308b\u3002\u5358\u7d14\u306aLangChain\uff0bLLM\u3088\u308a\u6709\u52b9\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u300c\u30c7\u30fc\u30bf\u4e2d\u5fc3\u306a\u91d1\u878d\u5206\u91ce\u5411\u3051LLM\u300d\u3068\u3044\u3046\u984c\u540d\u3067\u3042\u308b\u304c\u5206\u91ce\u306b\u95a2\u308f\u3089\u305a\u3053\u306e\u624b\u306e\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u306e\u6e96\u5099\u306f\u975e\u5e38\u306b\u91cd\u8981\u3068\u3044\u3046\u5370\u8c61\u3002\u3068\u308a\u3042\u3048\u305aDB\u3068\u3064\u306a\u3052\u3070\u3088\u3044\u3068\u3044\u3046\u65b9\u91dd\u306f\u3042\u307e\u308a\u3046\u307e\u304f\u3044\u304b\u306a\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":[99,223,665],"class_list":["post-4040","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-data-centric-ai","tag-llm","tag-665"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4040","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=4040"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4040\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4040"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4040"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4040"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}