{"id":3768,"date":"2023-09-04T04:30:00","date_gmt":"2023-09-03T19:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3768"},"modified":"2023-09-04T04:30:00","modified_gmt":"2023-09-03T19:30:00","slug":"longbench","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3768","title":{"rendered":"LongBench"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding\u00a0<\/strong>[59.6]<br>LongBench\u306f\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u7406\u89e3\u306e\u305f\u3081\u306e\u6700\u521d\u306e\u30d0\u30a4\u30ea\u30f3\u30ac\u30eb\u3067\u30de\u30eb\u30c1\u30bf\u30b9\u30af\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 \u82f1\u8a9e\u3068\u4e2d\u56fd\u8a9e\u306e6\u3064\u306e\u30bf\u30b9\u30af\u30ab\u30c6\u30b4\u30ea\u306b\u307e\u305f\u304c\u308b21\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u69cb\u6210\u3055\u308c\u3001\u5e73\u5747\u7684\u306a\u9577\u3055\u306f6,711\u8a9e(\u82f1\u8a9e)\u306813,386\u6587\u5b57(\u4e2d\u56fd\u8a9e)\u3067\u3042\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2308.14508v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2308.14508v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 28 Aug 2023 11:53:40 GMT)<\/li>\n\n\n\n<li>LLM\u8a55\u4fa1\u3092\u524d\u63d0\u3068\u3057\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308a\u3001\u30d0\u30a4\u30ea\u30f3\u30ac\u30eb\u304b\u3064\u9577\u6587\u3092\u5bfe\u8c61\u3068\u3057\u305f\u3082\u306e\u3002\u5bfe\u8c61\u306e\u30bf\u30b9\u30af\u306fMulti-document QA, Single-document QA, Summarization, Few-shot learning\uff08\u300cTREC: A classification task that requires categorizing questions, includes 50 categories in total\u300d\u306a\u3069\uff09, Synthetic Tasks\uff08\u300cPassageRetrieval-en: Given 30 English Wikipedia paragraphs, determine which paragraph the given summary corresponds to\u300d\u306a\u3069\uff09, Code Completion\u3068\u306e\u3053\u3068\u3002\u30ab\u30c6\u30b4\u30ea\u306b\u82e5\u5e72\u9055\u548c\u611f\u304c\u3042\u308b\u304c\u30bf\u30b9\u30af\u306e\u8a73\u7d30\u306f<a href=\"https:\/\/github.com\/THUDM\/LongBench\/blob\/main\/task.md\">LongBench\/task.md at main \u00b7 THUDM\/LongBench \u00b7 GitHub<\/a>\u3067\u69d8\u3005\u306a\u89b3\u70b9\u304c\u5165\u3063\u3066\u3044\u308b\u3002ChatGLM2-6B-32k\u306f\u304b\u306a\u308a\u512a\u79c0\u306e\u3088\u3046\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/THUDM\/LongBench\">GitHub &#8211; THUDM\/LongBench: LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding<\/a><\/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":[223,517,667],"class_list":["post-3768","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-517","tag-667"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3768","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=3768"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3768\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3768"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3768"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3768"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}