{"id":3371,"date":"2023-12-16T09:04:53","date_gmt":"2023-12-16T00:04:53","guid":{"rendered":"https:\/\/miki.press\/?p=3371"},"modified":"2023-12-16T11:36:23","modified_gmt":"2023-12-16T02:36:23","slug":"%e7%94%9f%e6%88%90ai%e3%81%ae%e3%83%99%e3%83%b3%e3%83%81%e3%83%9e%e3%83%bc%e3%82%af%e5%9f%ba%e7%a4%8e-%ef%bc%88%e6%a9%9f%e8%83%bd%e8%a9%95%e4%be%a1%e3%81%a8%e5%90%84%e3%82%bf%e3%82%b9%e3%82%af","status":"publish","type":"post","link":"https:\/\/miki.press\/?p=3371","title":{"rendered":"\u751f\u6210AI\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u57fa\u790e \uff08\u6a5f\u80fd\u8a55\u4fa1\u4e00\u89a7\uff09"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/6f932ed4-fcd4-4dd0-880e-025eb03a9042.jpg\" alt=\"\" class=\"wp-image-3440\" style=\"aspect-ratio:16\/9;object-fit:cover\" srcset=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/6f932ed4-fcd4-4dd0-880e-025eb03a9042.jpg 1024w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/6f932ed4-fcd4-4dd0-880e-025eb03a9042-300x300.jpg 300w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/6f932ed4-fcd4-4dd0-880e-025eb03a9042-150x150.jpg 150w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/6f932ed4-fcd4-4dd0-880e-025eb03a9042-768x768.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u300c\u751f\u6210AI\u300d \u306f\u3069\u3046\u8a55\u4fa1\u3055\u308c\u3066\u3044\u308b\u304b\u306e\u307e\u3068\u3081<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8003\u5bdf\n<ul class=\"wp-block-list\">\n<li>\u751f\u6210AI\u306e\u56de\u7b54\u306b\u300c\u3084\u307f\u304f\u3082\u306b\u30c7\u30fc\u30bf\u3092\u89e3\u6790\u3057\u3066\u6016\u3044\u300d\u306a\u3093\u3066\u8a00\u8449\u3092\u304d\u304f\u6628\u4eca\u3067\u3059\u304c\u3001\u305d\u3082\u305d\u3082\u3053\u306e\u6a5f\u80fd\u8a55\u4fa1\u3084\u30ed\u30b8\u30c3\u30af\u3092\u77e5\u308b\u3053\u3068\u3067\u3001\u671f\u5f85\u3055\u308c\u308b\u56de\u7b54\u3078\u306e\u7cbe\u5ea6\u3001\u671f\u5f85\u3084\u4e0d\u632f\u306e\u7406\u89e3\u3082\u6df1\u307e\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u3053\u308c\u3092\u6a5f\u4f1a\u306b\u3053\u306e\u6a5f\u80fd\u8a55\u4fa1\u4e00\u89a7\u3092\u306a\u304c\u3081\u3066\u307f\u3066\u306f\u3044\u304b\u304c\u3067\u3057\u3087\u3046\u304b\u3002\u300c\u4eba\u306e\u601d\u8003\u300d\u300c\u4eba\u9593\u306e\u8133\u3068\u306e\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u300d\u304c\u3053\u3053\u306b\u898b\u3048\u3066\u304f\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u6587\u7ae0<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>MMML\uff08Massive Multitask Language Understanding\uff09<\/td><td>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30e2\u30c7\u30eb\u306e\u7406\u89e3\u529b\u3068\u63a8\u8ad6\u80fd\u529b\u3092\u7dcf\u5408\u7684\u306b\u8a55\u4fa1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u63a8\u8ad6<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>BBH\uff08Big-Bench Hard\uff09<\/td><td>\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u7279\u5b9a\u306e\u80fd\u529b\u3092\u8a66\u3059\u8a55\u4fa1<\/td><\/tr><tr><td>DROP\uff08Dataset for Robustness of Pre-trained Language Models\uff09<\/td><td>\u5805\u7262\u6027\u3068\u5275\u9020\u6027\u3092\u8a55\u4fa1<\/td><\/tr><tr><td>HellaSwag<\/td><td>\u5275\u9020\u6027\u3068\u30c1\u30e3\u30ec\u30f3\u30b8\u30f3\u30b0\u3055\u3078\u306e\u8a55\u4fa1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u30b3\u30fc\u30c9<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>HumanEval<\/td><td>\u30d7\u30ed\u30b0\u30e9\u30e0\u5408\u6210\u80fd\u529b\u3092\u6e2c\u308b\u8a55\u4fa1<\/td><\/tr><tr><td>Natural2Code<\/td><td>\u81ea\u7136\u8a00\u8a9e\u304b\u3089\u30b3\u30fc\u30c9\u3078\u306e\u5909\u63db\u80fd\u529b\u3092\u7dcf\u5408\u7684\u306b\u8a55\u4fa1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u753b\u50cf<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>MMMU\uff08Multi-discipline college-level reasoning problems\uff09<\/td><td>\u591a\u5206\u91ce\u306e\u5927\u5b66\u30ec\u30d9\u30eb\u306e\u8ad6\u7406\u7684\u601d\u8003\u80fd\u529b\u3092\u8a55\u4fa1<\/td><\/tr><tr><td>VQAv2<\/td><td>\u8996\u899a\u8cea\u554f\u5fdc\u7b54\u80fd\u529b\u3092\u8a55\u4fa1<\/td><\/tr><tr><td>TextVQA<\/td><td>\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u30c6\u30ad\u30b9\u30c8\u3092\u8a8d\u8b58\u3059\u308b\u60c5\u5831\u3092\u8a55\u4fa1<\/td><\/tr><tr><td>DocVQA\uff08Document Visual Question Answering\uff09<\/td><td>\u30c6\u30ad\u30b9\u30c8\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u753b\u50cf\u306e\u4e21\u65b9\u306e\u60c5\u5831\u3092\u4f7f\u7528\u3057\u305f\u8cea\u554f\u306b\u7b54\u3048\u308b\u8a55\u4fa1<\/td><\/tr><tr><td>Infographic VQA<\/td><td>\u30c6\u30ad\u30b9\u30c8\u3068\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u8981\u7d20\u306e\u4e21\u65b9\u3092\u7406\u89e3\u3057\u3001\u63a8\u8ad6\u3092\u884c\u3046\u80fd\u529b\u306e\u8a55\u4fa1<\/td><\/tr><tr><td>MathVista<\/td><td>\u6570\u5f0f\u3092\u7406\u89e3\u3057\u63a8\u8ad6\u3092\u884c\u3046\u80fd\u529b\u306e\u8a55\u4fa1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u52d5\u753b<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>VATEX<\/td><td>\u30d3\u30c7\u30aa\u30ad\u30e3\u30d7\u30b7\u30e7\u30cb\u30f3\u30b0\u3068\u30c6\u30ad\u30b9\u30c8\u306e\u4e21\u65b9\u3092\u542b\u3080\u6a5f\u80fd\u8a55\u4fa1<\/td><\/tr><tr><td>Perception Test MCQA<\/td><td>\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u306e\u304b\u3089\u60c5\u5831\u62bd\u51fa\u3057\u56de\u7b54\u3057\u305f\u5185\u5bb9\u306e\u6b63\u78ba\u3055\u3068\u95a2\u9023\u6027\u3092\u8a55\u4fa1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u4f1a\u8a71\u7ffb\u8a33<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>CoVoST2<\/td><td>21\u8a00\u8a9e\u9593\u306e\u4f1a\u8a71\u7ffb\u8a33\u3092\u8a55\u4fa1<\/td><\/tr><tr><td>FLEURS<br>\ufeff<\/td><td>62\u8a00\u8a9e\u9593\u306e\u4f1a\u8a71\u7ffb\u8a33\u306e\u8a55\u4fa1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u6587\u7ae0<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/45c3ad37-b3fd-4471-894c-fcb8d8d95a9c.jpg\" alt=\"\" class=\"wp-image-3411\" style=\"aspect-ratio:16\/9;object-fit:cover;width:1062px;height:auto\" srcset=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/45c3ad37-b3fd-4471-894c-fcb8d8d95a9c.jpg 1024w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/45c3ad37-b3fd-4471-894c-fcb8d8d95a9c-300x300.jpg 300w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/45c3ad37-b3fd-4471-894c-fcb8d8d95a9c-150x150.jpg 150w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/45c3ad37-b3fd-4471-894c-fcb8d8d95a9c-768x768.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span style=\"text-decoration: underline;\"><strong>MMML\uff08Massive Multitask Language Understanding\uff09<\/strong><\/span><\/h2>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3001\u7279\u306b<strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30e2\u30c7\u30eb\u306e\u7406\u89e3\u529b\u3068\u63a8\u8ad6\u80fd\u529b\u3092\u7dcf\u5408\u7684\u306b\u8a55\u4fa1<\/span><\/strong>\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af<br>\u4e8b\u524d\u5b66\u7fd2\u3067\u7372\u5f97\u3057\u305f\u77e5\u8b58\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u65b0\u3057\u3044\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002\u3053\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u306f\u3001\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u304a\u3088\u3073\u30d5\u30e5\u30fc\u30b7\u30e7\u30c3\u30c8\u306e\u8a2d\u5b9a\u3067\u306e\u307f\u30e2\u30c7\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u3001\u3088\u308a\u4eba\u9593\u3089\u3057\u3044\u8a55\u4fa1\u304c\u53ef\u80fd\u3068\u306a\u308b\u3002\u3053\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306f\u3001STEM\u3001\u4eba\u6587\u79d1\u5b66\u3001\u793e\u4f1a\u79d1\u5b66\u306a\u3069\u300157\u306e\u4e3b\u984c\u3092\u30ab\u30d0\u30fc\u3057\u3066\u304a\u308a\u3001\u521d\u7d1a\u304b\u3089\u4e0a\u7d1a\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u30ec\u30d9\u30eb\u307e\u3067\u306e\u96e3\u6613\u5ea6\u304c\u3042\u308a\u3001\u4e16\u754c\u77e5\u8b58\u3068\u554f\u984c\u89e3\u6c7a\u80fd\u529b\u306e\u4e21\u65b9\u3092\u30c6\u30b9\u30c8\u3057\u3066\u3044\u308b\u3002\u4e3b\u984c\u306f\u3001\u6570\u5b66\u3084\u6b74\u53f2\u306a\u3069\u306e\u4f1d\u7d71\u7684\u306a\u5206\u91ce\u304b\u3089\u3001\u6cd5\u5f8b\u3084\u502b\u7406\u306a\u3069\u306e\u3088\u308a\u5c02\u9580\u7684\u306a\u5206\u91ce\u307e\u3067\u5e45\u5e83\u304f\u3001\u6587\u66f8\u5206\u985e\u3001\u8a00\u8a9e\u751f\u6210\u3001\u611f\u60c5\u5206\u6790\u3001\u554f\u984c\u5fdc\u7b54\u306a\u3069\u3092\u540c\u6642\u306b\u89e3\u6c7a\u3059\u308b\u3053\u3068\u306b\u7528\u3044\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u4e3b\u984c\u306e\u7c92\u5ea6\u3068\u5e83\u3055\u304b\u3089\u3001\u30e2\u30c7\u30eb\u306e\u76f2\u70b9\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u6700\u9069\u3060\u3002\u3053\u306e MMLU \u306e\u6b63\u7b54\u7387\u306e\u9ad8\u3055\u304c\u305d\u306e\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u306e\u826f\u3055\u3068\u3057\u3066\u3044\u308b\u3002<br><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u63a8\u8ad6<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/236b5d2b-9827-458a-9fcd-97f46fc80e9a.jpg\" alt=\"\" class=\"wp-image-3414\" style=\"aspect-ratio:16\/9;object-fit:cover\" srcset=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/236b5d2b-9827-458a-9fcd-97f46fc80e9a.jpg 1024w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/236b5d2b-9827-458a-9fcd-97f46fc80e9a-300x300.jpg 300w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/236b5d2b-9827-458a-9fcd-97f46fc80e9a-150x150.jpg 150w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/236b5d2b-9827-458a-9fcd-97f46fc80e9a-768x768.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><span style=\"text-decoration: underline;\">Big-Bench Hard\uff08BBH\uff09<\/span><\/strong><\/h2>\n\n\n\n<p>Google\u304c\u958b\u767a\u3057\u305f\u300cBeyond the Imitation Game Benchmark\uff08BIG-bench\uff09\u300d\u3068\u3044\u3046\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u4e00\u90e8\u3002200\u4ee5\u4e0a\u306e\u30bf\u30b9\u30af\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u305d\u308c\u305e\u308c\u304c<strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u7279\u5b9a\u306e\u80fd\u529b\u3092\u8a66\u3059\u3088\u3046\u8a2d\u8a08<\/span><\/strong>\u3055\u308c\u3066\u3044\u308b\u8a55\u4fa1\u3067\u3042\u308b\u3002\u4f8b\u3048\u3070 Bloomberg\u304c\u958b\u767a\u3057\u305f\u91d1\u878d\u696d\u754c\u5411\u3051\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u300cBloombergGPT\u300d\u306f\u3001BIG-bench Hard \u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3082\u691c\u8a3c\u3055\u308c\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Comprehension<\/strong>\uff1a \u30c6\u30ad\u30b9\u30c8\u306e\u7406\u89e3\u306b\u95a2\u3059\u308b\u30bf\u30b9\u30af\n<ul class=\"wp-block-list\">\n<li><strong>QA<\/strong>\uff1a \u8cea\u554f\u306b\u5bfe\u3059\u308b\u56de\u7b54<\/li>\n\n\n\n<li><strong>Summarize<\/strong>\uff1a \u30c6\u30ad\u30b9\u30c8\u306e\u8981\u7d04<\/li>\n\n\n\n<li><strong>Translate<\/strong>\uff1a \u8a00\u8a9e\u306e\u7ffb\u8a33<\/li>\n\n\n\n<li><strong>QA-C<\/strong>\uff1a \u8cea\u554f\u306b\u5bfe\u3059\u308b\u56de\u7b54\uff08\u6587\u8108\u3042\u308a\uff09<\/li>\n\n\n\n<li><strong>Summarize-C<\/strong>\uff1a \u30c6\u30ad\u30b9\u30c8\u306e\u8981\u7d04\uff08\u6587\u8108\u3042\u308a\uff09<\/li>\n\n\n\n<li><strong>Translate-C<\/strong>\uff1a \u8a00\u8a9e\u306e\u7ffb\u8a33\uff08\u6587\u8108\u3042\u308a\uff09<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Generation<\/strong>\uff1a \u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210\u306b\u95a2\u3059\u308b\u30bf\u30b9\u30af\n<ul class=\"wp-block-list\">\n<li><strong>Write<\/strong>\uff1a \u30c6\u30ad\u30b9\u30c8\u306e\u4f5c\u6210<\/li>\n\n\n\n<li><strong>Translate-G<\/strong>\uff1a \u8a00\u8a9e\u306e\u7ffb\u8a33\uff08\u751f\u6210\uff09<\/li>\n\n\n\n<li><strong>QA-G<\/strong>\uff1a \u8cea\u554f\u306b\u5bfe\u3059\u308b\u56de\u7b54\uff08\u751f\u6210\uff09<\/li>\n\n\n\n<li><strong>Summarize-G<\/strong>\uff1a \u30c6\u30ad\u30b9\u30c8\u306e\u8981\u7d04\uff08\u751f\u6210\uff09<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Creative<\/strong>\uff1a \u5275\u9020\u7684\u306a\u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210\u306b\u95a2\u3059\u308b\u30bf\u30b9\u30af\n<ul class=\"wp-block-list\">\n<li><strong>Poem<\/strong>\uff1a \u8a69\u306e\u751f\u6210<\/li>\n\n\n\n<li><strong>Code<\/strong>\uff1a \u30b3\u30fc\u30c9\u306e\u751f\u6210<\/li>\n\n\n\n<li><strong>Script<\/strong>\uff1a \u30b9\u30af\u30ea\u30d7\u30c8\u306e\u751f\u6210<\/li>\n\n\n\n<li><strong>Music<\/strong>\uff1a \u97f3\u697d\u306e\u751f\u6210<\/li>\n\n\n\n<li><strong>Email<\/strong>\uff1a \u30e1\u30fc\u30eb\u306e\u751f\u6210<\/li>\n\n\n\n<li><strong>Letter<\/strong>\uff1a \u624b\u7d19\u306e\u751f\u6210<\/li>\n\n\n\n<li><strong>Answer<\/strong>\uff1a \u8cea\u554f\u306b\u5bfe\u3059\u308b\u56de\u7b54\uff08\u5275\u9020\u7684\uff09<\/li>\n\n\n\n<li><strong>Summarize-C-G<\/strong>\uff1a \u30c6\u30ad\u30b9\u30c8\u306e\u8981\u7d04\uff08\u6587\u8108\u3042\u308a\u3001\u751f\u6210\uff09<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><span style=\"text-decoration: underline;\">DROP\uff08Dataset for Robustness of Pre-trained Language Models\uff09<\/span><\/strong><\/h2>\n\n\n\n<p>\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e<strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">\u5805\u7262\u6027\u3068\u5275\u9020\u6027\u3092\u8a55\u4fa1<\/span><\/strong>\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Non-Factual\uff1a<\/strong>&nbsp;\u4e8b\u5b9f\u3068\u306f\u7570\u306a\u308b\u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210<\/li>\n\n\n\n<li><strong>Creative\uff1a<\/strong>&nbsp;\u5275\u9020\u7684\u306a\u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210<\/li>\n\n\n\n<li><strong>Factual-Creative\uff1a<\/strong>&nbsp;\u4e8b\u5b9f\u3068\u5275\u9020\u6027\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210<\/li>\n\n\n\n<li><strong>Factual-Non-Factual\uff1a<\/strong>&nbsp;\u4e8b\u5b9f\u3068\u975e\u4e8b\u5b9f\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210<\/li>\n\n\n\n<li><strong>Explanation\uff1a<\/strong>&nbsp;\u8aac\u660e\u7684\u306a\u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210<\/li>\n\n\n\n<li><strong>Question-Answering\uff1a<\/strong>&nbsp;\u8cea\u554f\u306b\u5bfe\u3059\u308b\u56de\u7b54\u306e\u751f\u6210<\/li>\n\n\n\n<li><strong>Dialogue\uff1a<\/strong>&nbsp;\u4f1a\u8a71\u306e\u751f\u6210<\/li>\n\n\n\n<li><strong>Translation\uff1a<\/strong>&nbsp;\u8a00\u8a9e\u306e\u7ffb\u8a33<\/li>\n\n\n\n<li><strong>Code Generation\uff1a<\/strong>&nbsp;\u30b3\u30fc\u30c9\u306e\u751f\u6210<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30bf\u30b9\u30af\u306f\u3001\u6b21\u306e3\u3064\u306e\u30ec\u30d9\u30eb\u306b\u5206\u985e\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Level 1\uff1a<\/strong>&nbsp;\u5f93\u6765\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3082\u6bd4\u8f03\u7684\u5bb9\u6613\u306b\u9054\u6210\u3067\u304d\u308b\u30bf\u30b9\u30af<\/li>\n\n\n\n<li><strong>Level 2\uff1a<\/strong>&nbsp;\u5f93\u6765\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3082\u9054\u6210\u304c\u96e3\u3057\u3044\u30bf\u30b9\u30af<\/li>\n\n\n\n<li><strong>Level 3\uff1a<\/strong>&nbsp;\u5f93\u6765\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u306f\u9054\u6210\u304c\u6975\u3081\u3066\u96e3\u3057\u3044\u30bf\u30b9\u30af<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><span style=\"text-decoration: underline;\">HellaSwag<\/span><\/strong><\/h2>\n\n\n\n<p>\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e<strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">\u5275\u9020\u6027\u3068\u30c1\u30e3\u30ec\u30f3\u30b8\u30f3\u30b0\u3055<\/span><\/strong>\u306e\u4e21\u65b9\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u3002<br>HellaSwag\u306f\u3001DROP\u3068\u6bd4\u8f03\u3057\u3066\u3001\u3088\u308a\u5275\u9020\u7684\u3067\u30c1\u30e3\u30ec\u30f3\u30b8\u30f3\u30b0\u306a\u30bf\u30b9\u30af\u3092\u591a\u304f\u542b\u3093\u3067\u3044\u308b\u3053\u3068\u304c\u7279\u5fb4\u3002\u305d\u306e\u305f\u3081\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u5275\u9020\u6027\u3068\u30c1\u30e3\u30ec\u30f3\u30b8\u30f3\u30b0\u3055\u3092\u3088\u308a\u6b63\u78ba\u306b\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Creative-Factual\uff1a<\/strong> \u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u305f\u5275\u9020\u7684\u306a\u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210<\/li>\n\n\n\n<li><strong>Creative-Non-Factual\uff1a<\/strong> \u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u3066\u3044\u306a\u3044\u5275\u9020\u7684\u306a\u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210<\/li>\n\n\n\n<li><strong>Challenging-Factual\uff1a<\/strong> \u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u305f\u30c1\u30e3\u30ec\u30f3\u30b8\u30f3\u30b0\u306a\u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210<\/li>\n\n\n\n<li><strong>Challenging-Non-Factual\uff1a<\/strong> \u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u3066\u3044\u306a\u3044\u30c1\u30e3\u30ec\u30f3\u30b8\u30f3\u30b0\u306a\u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30bf\u30b9\u30af\u306f\u3001\u6b21\u306e3\u3064\u306e\u30ec\u30d9\u30eb\u306b\u5206\u985e\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Level 1\uff1a<\/strong>&nbsp;\u5f93\u6765\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3082<strong>\u6bd4\u8f03\u7684\u5bb9\u6613\u306b\u9054\u6210<\/strong>\u3067\u304d\u308b\u30bf\u30b9\u30af<\/li>\n\n\n\n<li><strong>Level 2\uff1a<\/strong>&nbsp;\u5f93\u6765\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3082<strong>\u9054\u6210\u304c\u96e3\u3057\u3044<\/strong>\u30bf\u30b9\u30af<\/li>\n\n\n\n<li><strong>Level 3\uff1a<\/strong>&nbsp;\u5f93\u6765\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u306f<strong>\u9054\u6210\u304c\u6975\u3081\u3066\u96e3\u3057\u3044<\/strong>\u30bf\u30b9\u30af<br><br><\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">\u6570\u5b66<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/793b092d-ed24-4a27-9e0a-10c3e0b752bd.jpg\" alt=\"\" class=\"wp-image-3416\" style=\"aspect-ratio:16\/9;object-fit:cover\" srcset=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/793b092d-ed24-4a27-9e0a-10c3e0b752bd.jpg 1024w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/793b092d-ed24-4a27-9e0a-10c3e0b752bd-300x300.jpg 300w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/793b092d-ed24-4a27-9e0a-10c3e0b752bd-150x150.jpg 150w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/793b092d-ed24-4a27-9e0a-10c3e0b752bd-768x768.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><span style=\"text-decoration: underline;\">GSM8K<\/span><\/strong><\/h2>\n\n\n\n<p><strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">\u5c0f\u5b66\u751f\u30ec\u30d9\u30eb\u306e\u7b97\u6570\u554f\u984c<\/span><\/strong>\u3092\u7db2\u7f85\u3057\u3066\u304a\u308a\u3001\u305d\u308c\u3092\u89e3\u304b\u305b\u308b\u4e8b\u3067\u7b97\u6570\u80fd\u529b\u3092\u7dcf\u5408\u7684\u306b\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u751f\u6210AI\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30028K\u554f\u306e\u7b97\u6570\u554f\u984c\u3092\u3001\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u89e3\u304b\u305b\u3001\u6b63\u89e3\u7387\u3084\u7cbe\u5ea6\u3092\u8a55\u4fa1\u3059\u308b\u3002\uff12\u3064\u306e\u30e2\u30fc\u30c9\u304c\u3042\u308a\u3001<strong>\u81ea\u7531\u56de\u7b54\u30e2\u30fc\u30c9<\/strong>\u306f\u3001\u751f\u6210AI\u306e\u5275\u9020\u6027\u3068\u8868\u73fe\u529b\u3092\u8a55\u4fa1\u3059\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u308b\u3002\u4e00\u65b9\u3001<strong>\u9078\u629e\u56de\u7b54\u30e2\u30fc\u30c9<\/strong>\u306f\u3001\u751f\u6210AI\u306e\u6b63\u78ba\u6027\u3068\u77e5\u8b58\u3092\u8a55\u4fa1\u3059\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u308b\u3002<br>GSM8K\u306f\u30012023\u5e74\u306b\u30a4\u30ae\u30ea\u30b9\u30fb\u30a8\u30c7\u30a3\u30f3\u30d0\u30e9\u5927\u5b66\u306e\u30e4\u30aa\u30fb\u30d5\u30fc\u6c0f\u3089\u306e\u7814\u7a76\u30c1\u30fc\u30e0\u306b\u3088\u3063\u3066\u767a\u8868\u3055\u308c\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8db3\u3057\u7b97<\/strong><\/li>\n\n\n\n<li><strong>\u5f15\u304d\u7b97<\/strong><\/li>\n\n\n\n<li><strong>\u639b\u3051\u7b97<\/strong><\/li>\n\n\n\n<li><strong>\u5272\u308a\u7b97<\/strong><\/li>\n\n\n\n<li><strong>\u56db\u5247\u6f14\u7b97<\/strong><\/li>\n\n\n\n<li><strong>\u65b9\u7a0b\u5f0f<\/strong><\/li>\n\n\n\n<li><strong>\u4e0d\u7b49\u5f0f<\/strong><\/li>\n\n\n\n<li><strong>\u56f3\u5f62\u306e\u554f\u984c<\/strong><\/li>\n\n\n\n<li><strong>\u5fdc\u7528\u554f\u984c<\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><span style=\"text-decoration: underline;\">MATH<\/span><\/strong><\/h2>\n\n\n\n<p>\u5c0f\u5b66\u751f\u30ec\u30d9\u30eb\u306e\u7b97\u6570\u554f\u984c\u306b\u52a0\u3048\u3066\u3001<strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">\u4e2d\u5b66\u751f\u30ec\u30d9\u30eb\u304b\u3089\u5927\u5b66\u30ec\u30d9\u30eb\u307e\u3067\u306e\u7b97\u6570\u554f\u984c<\/span><\/strong>\u3082\u542b\u307e\u308c\u3066\u3044\u308b\u3002<br>GSM8K\u3068\u540c\u69d8\u306b<strong>\u81ea\u7531\u56de\u7b54\u30e2\u30fc\u30c9<\/strong>\u3068<strong>\u9078\u629e\u56de\u7b54\u30e2\u30fc\u30c9<\/strong>\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ee3\u6570<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u4e8c\u6b21\u65b9\u7a0b\u5f0f\u306e\u89e3\u3092\u6c42\u3081\u308b<\/li>\n\n\n\n<li>\u4e0d\u7b49\u5f0f\u3092\u89e3\u304f<\/li>\n\n\n\n<li>\u95a2\u6570\u306e\u6027\u8cea\u3092\u8abf\u3079\u308b<\/li>\n\n\n\n<li>\u89e3\u6790\u95a2\u6570\u306e\u30b0\u30e9\u30d5\u3092\u63cf\u304f<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5e7e\u4f55\u5b66<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u4e09\u89d2\u5f62\u306e\u6027\u8cea\u3092\u8abf\u3079\u308b<\/li>\n\n\n\n<li>\u5186\u306e\u6027\u8cea\u3092\u8abf\u3079\u308b<\/li>\n\n\n\n<li>\u7acb\u4f53\u56f3\u5f62\u306e\u6027\u8cea\u3092\u8abf\u3079\u308b<\/li>\n\n\n\n<li>\u56f3\u5f62\u306e\u5408\u540c\u3084\u76f8\u4f3c\u3092\u8abf\u3079\u308b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6570\u5b66\u57fa\u790e<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u96c6\u5408\u306e\u6027\u8cea\u3092\u8abf\u3079\u308b<\/li>\n\n\n\n<li>\u6570\u5217\u306e\u6027\u8cea\u3092\u8abf\u3079\u308b<\/li>\n\n\n\n<li>\u78ba\u7387\u8ad6\u306e\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9<\/li>\n\n\n\n<li>\u7d71\u8a08\u5b66\u306e\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u305d\u306e\u4ed6<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30b2\u30fc\u30e0\u7406\u8ad6<\/li>\n\n\n\n<li>\u7dda\u5f62\u4ee3\u6570<\/li>\n\n\n\n<li>\u5fae\u5206\u7a4d\u5206<\/li>\n\n\n\n<li>\u6570\u5b66\u53f2<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u30b3\u30fc\u30c9<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/f1f19723-7374-41c7-bc07-2b9d1c9b1f39.jpg\" alt=\"\" class=\"wp-image-3421\" style=\"aspect-ratio:16\/9;object-fit:cover\" srcset=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/f1f19723-7374-41c7-bc07-2b9d1c9b1f39.jpg 1024w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/f1f19723-7374-41c7-bc07-2b9d1c9b1f39-300x300.jpg 300w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/f1f19723-7374-41c7-bc07-2b9d1c9b1f39-150x150.jpg 150w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/f1f19723-7374-41c7-bc07-2b9d1c9b1f39-768x768.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><span style=\"text-decoration: underline;\">HumanEval<\/span><\/strong><\/h2>\n\n\n\n<p>164\u500b\u306ePython\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u554f\u984c\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001<strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">\u30d7\u30ed\u30b0\u30e9\u30e0\u5408\u6210\u80fd\u529b\u306e\u9032\u6b69\u3092\u6e2c\u308b\u6307\u6a19<\/span><\/strong>\u3068\u3057\u3066\u7528\u3044\u3089\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u95a2\u6570<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u95a2\u6570\u306e\u5b9a\u7fa9<\/li>\n\n\n\n<li>\u95a2\u6570\u306e\u547c\u3073\u51fa\u3057<\/li>\n\n\n\n<li>\u95a2\u6570\u306e\u623b\u308a\u5024<\/li>\n\n\n\n<li>\u95a2\u6570\u306e\u5f15\u6570<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u69cb\u9020<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30ea\u30b9\u30c8<\/li>\n\n\n\n<li>\u8f9e\u66f8<\/li>\n\n\n\n<li>\u30bb\u30c3\u30c8<\/li>\n\n\n\n<li>\u914d\u5217<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5236\u5fa1\u30d5\u30ed\u30fc<\/strong>\n<ul class=\"wp-block-list\">\n<li>if\u6587<\/li>\n\n\n\n<li>for\u6587<\/li>\n\n\n\n<li>while\u6587<\/li>\n\n\n\n<li>try-except\u6587<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f8b\u5916\u51e6\u7406<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u4f8b\u5916\u3092\u767a\u751f\u3055\u305b\u308b<\/li>\n\n\n\n<li>\u4f8b\u5916\u3092\u51e6\u7406\u3059\u308b<\/li>\n\n\n\n<li>\u4f8b\u5916\u306e\u7a2e\u985e<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u6307\u5411<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30af\u30e9\u30b9\u306e\u5b9a\u7fa9<\/li>\n\n\n\n<li>\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u4f5c\u6210<\/li>\n\n\n\n<li>\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u30e1\u30bd\u30c3\u30c9<\/li>\n\n\n\n<li>\u7d99\u627f<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u305d\u306e\u4ed6\u306e\u30bf\u30b9\u30af<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30e2\u30b8\u30e5\u30fc\u30eb\u306e import<\/li>\n\n\n\n<li>\u30e2\u30b8\u30e5\u30fc\u30eb\u306e export<\/li>\n\n\n\n<li>\u30d5\u30a1\u30a4\u30eb\u306e\u8aad\u307f\u66f8\u304d<\/li>\n\n\n\n<li>\u30c6\u30b9\u30c8\u306e\u4f5c\u6210<br><br><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><span style=\"text-decoration: underline;\">Natural2Code<\/span><\/strong><\/h2>\n\n\n\n<p>1000\u500b\u306e\u81ea\u7136\u8a00\u8a9e\u304b\u3089\u30b3\u30fc\u30c9\u3078\u306e\u5909\u63db\u30bf\u30b9\u30af\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001<strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">\u81ea\u7136\u8a00\u8a9e\u304b\u3089\u30b3\u30fc\u30c9\u3078\u306e\u5909\u63db\u80fd\u529b\u3092\u7dcf\u5408\u7684\u306b\u8a55\u4fa1<\/span><\/strong>\u3059\u308b\u3082\u306e\u3067\u3042\u308a\u305d\u306e\u8a55\u4fa1\u3092\u3092\u6e2c\u308b\u6307\u6a19\u3068\u3057\u3066\u7528\u3044\u3089\u308c\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u95a2\u6570<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u95a2\u6570\u306e\u5b9a\u7fa9<\/li>\n\n\n\n<li>\u95a2\u6570\u306e\u547c\u3073\u51fa\u3057<\/li>\n\n\n\n<li>\u95a2\u6570\u306e\u623b\u308a\u5024<\/li>\n\n\n\n<li>\u95a2\u6570\u306e\u5f15\u6570<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u69cb\u9020<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30ea\u30b9\u30c8<\/li>\n\n\n\n<li>\u8f9e\u66f8<\/li>\n\n\n\n<li>\u30bb\u30c3\u30c8<\/li>\n\n\n\n<li>\u914d\u5217<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5236\u5fa1\u30d5\u30ed\u30fc<\/strong>\n<ul class=\"wp-block-list\">\n<li>if\u6587<\/li>\n\n\n\n<li>for\u6587<\/li>\n\n\n\n<li>while\u6587<\/li>\n\n\n\n<li>try-except\u6587<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f8b\u5916\u51e6\u7406<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u4f8b\u5916\u3092\u767a\u751f\u3055\u305b\u308b<\/li>\n\n\n\n<li>\u4f8b\u5916\u3092\u51e6\u7406\u3059\u308b<\/li>\n\n\n\n<li>\u4f8b\u5916\u306e\u7a2e\u985e<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u6307\u5411<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30af\u30e9\u30b9\u306e\u5b9a\u7fa9<\/li>\n\n\n\n<li>\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u4f5c\u6210<\/li>\n\n\n\n<li>\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u30e1\u30bd\u30c3\u30c9<\/li>\n\n\n\n<li>\u7d99\u627f<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u305d\u306e\u4ed6\u306e\u30bf\u30b9\u30af<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30e2\u30b8\u30e5\u30fc\u30eb\u306e import<\/li>\n\n\n\n<li>\u30e2\u30b8\u30e5\u30fc\u30eb\u306e export<\/li>\n\n\n\n<li>\u30d5\u30a1\u30a4\u30eb\u306e\u8aad\u307f\u66f8\u304d<\/li>\n\n\n\n<li>\u30c6\u30b9\u30c8\u306e\u4f5c\u6210<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u4ee5\u4e0b\u306fNatural2Code\u306e\u5177\u4f53\u7684\u306a\u30bf\u30b9\u30af\u306e\u4f8b<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u95a2\u6570\u306e\u5b9a\u7fa9<\/strong><\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u81ea\u7136\u8a00\u8a9e\uff1a\u95a2\u6570\u3092\u5b9a\u7fa9\u3057\u3066\u30012\u3064\u306e\u6574\u6570\u306e\u548c\u3092\u8fd4\u3059<\/p>\n\n\n\n<p>\u30b3\u30fc\u30c9\uff1a```python def sum(a, b): return a + b<\/p>\n<\/blockquote>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30c7\u30fc\u30bf\u69cb\u9020<\/strong><\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u81ea\u7136\u8a00\u8a9e\uff1a\u30ea\u30b9\u30c8\u3092\u5b9a\u7fa9\u3057\u3066\u3001\u305d\u3053\u306b1\u304b\u308910\u307e\u3067\u306e\u6574\u6570\u3092\u8ffd\u52a0\u3059\u308b<\/p>\n\n\n\n<p>\u30b3\u30fc\u30c9\uff1a```python numbers = [] for i in range(1, 11): numbers.append(i)<\/p>\n<\/blockquote>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5236\u5fa1\u30d5\u30ed\u30fc<\/strong><\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u81ea\u7136\u8a00\u8a9e\uff1aif\u6587\u3092\u4f7f\u3063\u3066\u3001\u5165\u529b\u3055\u308c\u305f\u6574\u6570\u304c\u5076\u6570\u304b\u3069\u3046\u304b\u3092\u5224\u5b9a\u3059\u308b<\/p>\n\n\n\n<p>\u30b3\u30fc\u30c9\uff1a```python number = int(input(\"\u6574\u6570\u3092\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\"))<\/p>\n\n\n\n<p>if number % 2 == 0: print(\"\u5076\u6570\u3067\u3059\u3002\") else: print(\"\u5947\u6570\u3067\u3059\u3002\")<\/p>\n<\/blockquote>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f8b\u5916\u51e6\u7406<\/strong><\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u81ea\u7136\u8a00\u8a9e\uff1atry-except\u6587\u3092\u4f7f\u3063\u3066\u3001\u5165\u529b\u3055\u308c\u305f\u6574\u6570\u304c\u8ca0\u306e\u6570\u306e\u5834\u5408\u3001\u4f8b\u5916\u3092\u767a\u751f\u3055\u305b\u308b<\/p>\n\n\n\n<p>\u30b3\u30fc\u30c9\uff1a```python try: number = int(input(\"\u6574\u6570\u3092\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\")) except ValueError: print(\"\u6574\u6570\u3092\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\")<\/p>\n<\/blockquote>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u6307\u5411<\/strong><\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u81ea\u7136\u8a00\u8a9e\uff1a\u30af\u30e9\u30b9\u3092\u5b9a\u7fa9\u3057\u3066\u3001\u305d\u306e\u30af\u30e9\u30b9\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u3066\u3001\u305d\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u30e1\u30bd\u30c3\u30c9\u3092\u547c\u3073\u51fa\u3059<\/p>\n\n\n\n<p>\u30b3\u30fc\u30c9\uff1a```python class Person:<br><br>def __init__(self, name, age):     <br>\u3000\u3000self.name = name <br>\u3000\u3000self.age = age <br>def say_hello(self): <br>\u3000\u3000print(\"\u3053\u3093\u306b\u3061\u306f\u3001\u79c1\u306f{}\u3067\u3059\u3002\u5e74\u9f62\u306f{}\u6b73\u3067\u3059\u3002\".format(self.name, self.age))<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u3000<\/code><\/pre>\n\n\n\n<p>person = Person(\"\u5c71\u7530\u82b1\u5b50\", 20) person.say_hello()<\/p>\n<\/blockquote>\n\n\n\n<p><br><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u753b\u50cf<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/c7902a92-392f-41d3-925d-ccec83582ca6.jpg\" alt=\"\" class=\"wp-image-3425\" style=\"aspect-ratio:16\/9;object-fit:cover\" srcset=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/c7902a92-392f-41d3-925d-ccec83582ca6.jpg 1024w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/c7902a92-392f-41d3-925d-ccec83582ca6-300x300.jpg 300w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/c7902a92-392f-41d3-925d-ccec83582ca6-150x150.jpg 150w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/c7902a92-392f-41d3-925d-ccec83582ca6-768x768.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><span style=\"text-decoration: underline;\">MMMU\uff08Multi-discipline college-level reasoning problems\uff09<\/span><\/strong><\/h2>\n\n\n\n<p><strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">\u591a\u5206\u91ce\u306e\u5927\u5b66\u30ec\u30d9\u30eb\u306e\u8ad6\u7406\u7684\u601d\u8003\u80fd\u529b\u3092\u8a55\u4fa1\u3059<\/span><\/strong>\u308b\u305f\u3081\u306e\u3082\u306e\u3002\u3053\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u306f\u3001\u4ee5\u4e0b\u306e6\u3064\u306e\u5206\u91ce\u304b\u3089\u300111.5K\u554f\u306e\u554f\u984c\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306a\u30bf\u30b9\u30af\u306e\u4f8b\u3092\u3044\u304f\u3064\u304b\u793a\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Art &amp; Design<\/strong>\u30001,886\u554f\n<ul class=\"wp-block-list\">\n<li>\u3042\u308b\u7d75\u753b\u306e\u63cf\u304b\u308c\u305f\u6642\u4ee3\u3084\u5834\u6240\u3092\u63a8\u5b9a\u3059\u308b<\/li>\n\n\n\n<li>\u3042\u308b\u30c7\u30b6\u30a4\u30f3\u306e\u76ee\u7684\u3084\u52b9\u679c\u3092\u8aac\u660e\u3059\u308b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Business<\/strong>\u30001,891\u554f\n<ul class=\"wp-block-list\">\n<li>\u3042\u308b\u30d3\u30b8\u30cd\u30b9\u306e\u6226\u7565\u3084\u8ca1\u52d9\u3092\u5206\u6790\u3059\u308b<\/li>\n\n\n\n<li>\u3042\u308b\u30d3\u30b8\u30cd\u30b9\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u63d0\u6848\u3092\u3059\u308b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Science<\/strong>\u30001,902\u554f\n<ul class=\"wp-block-list\">\n<li>\u3042\u308b\u79d1\u5b66\u7684\u73fe\u8c61\u306e\u539f\u56e0\u3084\u7d50\u679c\u3092\u8aac\u660e\u3059\u308b<\/li>\n\n\n\n<li>\u3042\u308b\u79d1\u5b66\u7684\u306a\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u65b9\u6cd5\u3092\u8003\u3048\u308b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Social Sciences<\/strong>\u30001,899\u554f\n<ul class=\"wp-block-list\">\n<li>\u3042\u308b\u793e\u4f1a\u554f\u984c\u306e\u539f\u56e0\u3084\u5f71\u97ff\u306b\u3064\u3044\u3066\u5206\u6790\u3059\u308b<\/li>\n\n\n\n<li>\u3042\u308b\u793e\u4f1a\u554f\u984c\u306b\u5bfe\u3059\u308b\u89e3\u6c7a\u7b56\u3092\u63d0\u6848\u3059\u308b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Technology<\/strong>\u30001,900\u554f\n<ul class=\"wp-block-list\">\n<li>\u3042\u308b\u6280\u8853\u306e\u4ed5\u7d44\u307f\u3084\u539f\u7406\u3092\u8aac\u660e\u3059\u308b<\/li>\n\n\n\n<li>\u3042\u308b\u6280\u8853\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u65b9\u6cd5\u3092\u8003\u3048\u308b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Writing<\/strong>\u30001,892\u554f\n<ul class=\"wp-block-list\">\n<li>\u3042\u308b\u30c8\u30d4\u30c3\u30af\u306b\u3064\u3044\u3066\u8ad6\u6587\u3092\u66f8\u304f<\/li>\n\n\n\n<li>\u3042\u308b\u7269\u8a9e\u3092\u66f8\u304f<br><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><span style=\"text-decoration: underline;\">VQAv2<\/span><\/strong><\/h2>\n\n\n\n<p><strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">\u8996\u899a\u8cea\u554f\u5fdc\u7b54\u80fd\u529b\u3092\u8a55\u4fa1<\/span><\/strong>\u3059\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u3001\u4ee5\u4e0b\u306e2\u3064\u306e\u30bf\u30b9\u30af\u304c\u4e00\u822c\u7684\u306b\u884c\u308f\u308c\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u306f\u3044\/\u3044\u3044\u3048\u306e\u8cea\u554f\u3078\u306e\u56de\u7b54<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u753b\u50cf\u306b\u793a\u3055\u308c\u3066\u3044\u308b\u4e8b\u5b9f<\/strong>\u306b\u95a2\u3059\u308b\u8cea\u554f\u306b\u3001\u306f\u3044\u307e\u305f\u306f\u3044\u3044\u3048\u3067\u7b54\u3048\u308b\u3002<br>\u4f8b\uff09\u753b\u50cf\u306e\u3053\u306e\u4eba\u306f\u7b11\u3063\u3066\u3044\u307e\u3059\u304b\uff1f<br>\u4f8b\uff09\u3053\u306e\u753b\u50cf\u306e\u80cc\u666f\u306b\u306f\u4f55\u304c\u3042\u308a\u307e\u3059\u304b\uff1f<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30aa\u30fc\u30d7\u30f3\u30a8\u30f3\u30c9\u8cea\u554f\u3078\u306e\u56de\u7b54<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u753b\u50cf\u306b\u793a\u3055\u308c\u3066\u3044\u308b\u5185\u5bb9\u306b\u95a2\u3059\u308b\u8cea\u554f<\/strong>\u306b\u3001\u81ea\u7531\u306b\u7b54\u3048\u308b<br>\u4f8b\uff09\u753b\u50cf\u306e\u3053\u306e\u5834\u6240\u306f\u3069\u3053\u3067\u3059\u304b\uff1f<br>\u4f8b\uff09\u753b\u50cf\u306b\u3044\u308b\u3053\u306e\u4eba\u306f\u4f55\u3092\u63a2\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u304b\uff1f<br>\u4f8b\uff09\u3053\u306e\u753b\u50cf\u306f\u4f55\u3092\u8868\u3057\u3066\u3044\u307e\u3059\u304b\uff1f<br>\u30fb\u753b\u50cf\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u304c\u4f55\u3092\u8868\u3057\u3066\u3044\u308b\u304b\u3092\u5c0b\u306d\u3001\u9ce9\u304c\u63cf\u304b\u308c\u3066\u3044\u308b\u753b\u50cf\u3060\u3068\u3001\u5e73\u548c\u306e\u30b7\u30f3\u30dc\u30eb\u3067\u3042\u308b\u9ce9\u3092\u63cf\u3044\u3066\u3044\u308b\u3002\u305d\u306e\u305f\u3081\u3001\u6b63\u89e3\u306f\u300c\u5e73\u548c\u300d\u3067\u3059\u3068\u3044\u3046\u7b54\u3048\u306b\u3082\u3064\u306a\u304c\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><span style=\"text-decoration: underline;\">TextVQA<\/span><\/strong><\/h2>\n\n\n\n<p><strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u30c6\u30ad\u30b9\u30c8\u3092\u8a8d\u8b58\u3057\u3001\u305d\u306e\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u306e\u4e21\u65b9\u306e\u60c5\u5831\u3092\u8a55\u4fa1<\/span><\/strong>\u3059\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5358\u7d14\u306a\u8cea\u554f<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u753b\u50cf\u5185\u306e\u5358\u7d14\u306a\u4e8b\u5b9f\u3092\u5c0b\u306d\u308b\u8cea\u554f\u3002\u4f8b\u3048\u3070\u3001\u300c\u3053\u306e\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u52d5\u7269\u306f\u4f55\u3067\u3059\u304b\uff1f\u300d\u306a\u3069\u306b\u306a\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u8907\u96d1\u306a\u8cea\u554f<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u753b\u50cf\u5185\u306e\u8907\u6570\u306e\u8981\u7d20\u3084\u95a2\u4fc2\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u8cea\u554f\u3002\u4f8b\u3048\u3070\u3001\u300c\u3053\u306e\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u4eba\u7269\u306f\u4f55\u3092\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u304b\uff1f\u300d\u306a\u3069\u306b\u306a\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30aa\u30fc\u30d7\u30f3\u30a8\u30f3\u30c9\u306a\u8cea\u554f<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u8907\u6570\u306e\u7b54\u3048\u304c\u53ef\u80fd\u306a\u8cea\u554f\u3002\u4f8b\u3048\u3070\u3001\u300c\u3053\u306e\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u4eba\u7269\u306e\u611f\u60c5\u306f\u4f55\u3067\u3059\u304b\uff1f\u300d\u306a\u3069\u306b\u306a\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u8996\u899a\u7684\u306a\u63a8\u8ad6\u3092\u5fc5\u8981\u3068\u3059\u308b\u8cea\u554f<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u753b\u50cf\u306e\u4e2d\u306e\u8981\u7d20\u3092\u63a8\u8ad6\u3059\u308b\u305f\u3081\u306b\u3001\u524d\u63d0\u77e5\u8b58\u3084\u4e00\u822c\u7684\u306a\u77e5\u8b58\u304c\u5fc5\u8981\u3068\u306a\u308b\u8cea\u554f\u3002\u4f8b\u3048\u3070\u3001\u300c\u3053\u306e\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u4eba\u7269\u306f\u3001\u3069\u3053\u3067\u50cd\u3044\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3067\u3059\u304b\uff1f\u300d\u306a\u3069\u306b\u306a\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><span style=\"text-decoration: underline;\">DocVQA\uff08Document Visual Question Answering\uff09<\/span><\/strong><\/h2>\n\n\n\n<p><strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">\u30c6\u30ad\u30b9\u30c8\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u753b\u50cf\u306e\u4e21\u65b9\u306e\u60c5\u5831\u3092\u4f7f\u7528\u3057\u3066\u8cea\u554f\u306b\u7b54\u3048\u308b<\/span><\/strong>\u60c5\u5831\u3092\u8a55\u4fa1\u3059\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5358\u7d14\u306a\u8cea\u554f<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5185\u306e\u5358\u7d14\u306a\u4e8b\u5b9f\u3092\u5c0b\u306d\u308b\u8cea\u554f\u3002\u4f8b\u3048\u3070\u3001\u300c\u3053\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30bf\u30a4\u30c8\u30eb\u306f\u4f55\u3067\u3059\u304b\uff1f\u300d\u300c\u3053\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u4f5c\u6210\u8005\u306f\u8ab0\u3067\u3059\u304b\uff1f\u300d\u306a\u3069\u3002\u3053\u306e\u3088\u3046\u306a\u8cea\u554f\u306f\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u76f4\u63a5\u691c\u7d22\u3059\u308b\u3053\u3068\u3067\u7b54\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u8907\u96d1\u306a\u8cea\u554f<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5185\u306e\u8907\u6570\u306e\u8981\u7d20\u3084\u95a2\u4fc2\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u8cea\u554f\u3002\u4f8b\u3048\u3070\u3001\u300c\u3053\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u8981\u7d04\u306f\u4f55\u3067\u3059\u304b\uff1f\u300d\u300c\u3053\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u7d50\u8ad6\u306f\u4f55\u3067\u3059\u304b\uff1f\u300d\u306a\u3069\u3002\u3053\u306e\u3088\u3046\u306a\u8cea\u554f\u306f\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u7406\u89e3\u3057\u3066\u3001\u305d\u306e\u60c5\u5831\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u308b\u3002\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30aa\u30fc\u30d7\u30f3\u30a8\u30f3\u30c9\u306a\u8cea\u554f<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u8907\u6570\u306e\u7b54\u3048\u304c\u53ef\u80fd\u306a\u8cea\u554f\u3002\u4f8b\u3048\u3070\u3001\u300c\u3053\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u4e3b\u984c\u306f\u4f55\u3067\u3059\u304b\uff1f\u300d\u300c\u3053\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u8457\u8005\u306e\u610f\u898b\u306f\u4f55\u3067\u3059\u304b\uff1f\u300d\u306a\u3069\u3002\u3053\u306e\u3088\u3046\u306a\u8cea\u554f\u306f\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u7406\u89e3\u3057\u3066\u3001\u305d\u306e\u60c5\u5831\u3092\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u8996\u899a\u7684\u306a\u63a8\u8ad6\u3092\u5fc5\u8981\u3068\u3059\u308b\u8cea\u554f<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u4e2d\u306e\u8981\u7d20\u3092\u63a8\u8ad6\u3059\u308b\u305f\u3081\u306b\u3001\u753b\u50cf\u306e\u60c5\u5831\u304c\u5fc5\u8981\u3068\u306a\u308b\u8cea\u554f\u3002\u4f8b\u3048\u3070\u3001\u300c\u3053\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u4eba\u7269\u306f\u3001\u8ab0\u3067\u3059\u304b\uff1f\u300d\u300c\u3053\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u5834\u6240\u306f\u3001\u3069\u3053\u3067\u3059\u304b\uff1f\u300d\u306a\u3069\u3002\u3053\u306e\u3088\u3046\u306a\u8cea\u554f\u306f\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u306e\u4e21\u65b9\u306e\u60c5\u5831\u3092\u4f7f\u7528\u3057\u3066\u7b54\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><span style=\"text-decoration: underline;\">Infographic VQA<\/span><\/strong><\/h2>\n\n\n\n<p>\u751f\u6210AI\u304c<strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">\u30c6\u30ad\u30b9\u30c8\u3068\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u8981\u7d20\u306e\u4e21\u65b9\u3092\u7406\u89e3\u3057\u3001\u63a8\u8ad6\u3092\u884c\u3046\u80fd\u529b<\/span><\/strong>\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e8b\u5b9f\u306b\u57fa\u3065\u304f\u8cea\u554f<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30c6\u30ad\u30b9\u30c8\u3084\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u8981\u7d20\u304b\u3089\u5358\u7d14\u306a\u4e8b\u5b9f\u3092\u56de\u7b54\u3059\u308b\u8cea\u554f\u3002<\/li>\n\n\n\n<li>\u4f8b\uff1a\n<ul class=\"wp-block-list\">\n<li>\u56f3\u306e\u30bf\u30a4\u30c8\u30eb\u306f\u4f55\u3067\u3059\u304b\uff1f<\/li>\n\n\n\n<li>2023\u5e74\u306e\u65e5\u672c\u306e\u4eba\u53e3\u306f\u3044\u304f\u3089\u3067\u3059\u304b\uff1f<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u63a8\u8ad6\u306b\u57fa\u3065\u304f\u8cea\u554f<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30c6\u30ad\u30b9\u30c8\u3084\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u8981\u7d20\u304b\u3089\u63a8\u8ad6\u306b\u57fa\u3065\u3044\u3066\u56de\u7b54\u3059\u308b\u8cea\u554f\u3002<\/li>\n\n\n\n<li>\u4f8b\uff1a\n<ul class=\"wp-block-list\">\n<li>2023\u5e74\u306e\u65e5\u672c\u306e\u4eba\u53e3\u306f\u3001\u524d\u5e74\u6bd4\u3067\u5897\u52a0\u3057\u307e\u3057\u305f\u304b\uff1f<\/li>\n\n\n\n<li>\u56f3\u306e\u7537\u5973\u306e\u5272\u5408\u306f\u3069\u308c\u304f\u3089\u3044\u3067\u3059\u304b\uff1f<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u8a08\u7b97\u306b\u57fa\u3065\u304f\u8cea\u554f<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30c6\u30ad\u30b9\u30c8\u3084\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u8981\u7d20\u304b\u3089\u6570\u5b66\u7684\u306a\u8a08\u7b97\u306b\u57fa\u3065\u3044\u3066\u56de\u7b54\u3059\u308b\u8cea\u554f\u3002<\/li>\n\n\n\n<li>\u4f8b\uff1a\n<ul class=\"wp-block-list\">\n<li>\u56f3\u306e\u58f2\u4e0a\u9ad8\u306f\u3001\u524d\u5e74\u6bd4\u3067\u3044\u304f\u3089\u5897\u52a0\u3057\u307e\u3057\u305f\u304b\uff1f<\/li>\n\n\n\n<li>\u56f3\u306e\u5e73\u5747\u5e74\u9f62\u306f\u3044\u304f\u3089\u3067\u3059\u304b\uff1f<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u8981\u7d20\u304c\u8a55\u4fa1\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6b63\u78ba\u6027<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u751f\u6210AI\u304c\u6b63\u3057\u3044\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u80fd\u529b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5b8c\u5168\u6027<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u751f\u6210AI\u304c\u56de\u7b54\u306b\u5fc5\u8981\u306a\u3059\u3079\u3066\u306e\u60c5\u5831\u3092\u542b\u3081\u308b\u80fd\u529b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6d41\u66a2\u6027<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u751f\u6210AI\u304c\u81ea\u7136\u3067\u8aad\u307f\u3084\u3059\u3044\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u80fd\u529b\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span style=\"text-decoration: underline;\">MathVista<\/span><\/h2>\n\n\n\n<p><strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">\u6570\u5f0f\u3092\u7406\u89e3\u3057\u63a8\u8ad6\u3092\u884c\u3046\u80fd\u529b<\/span><\/strong>\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6570\u5f0f\u306e\u610f\u5473\u7406\u89e3<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u6570\u5f0f\u306e\u610f\u5473\u3092\u7406\u89e3\u3057\u3001\u30c6\u30ad\u30b9\u30c8\u3067\u8aac\u660e\u3059\u308b\u80fd\u529b\u3002<\/li>\n\n\n\n<li>\u4f8b\uff1a\n<ul class=\"wp-block-list\">\n<li>\u5f0f&nbsp;<em>y<\/em>=<em>x<\/em>2&nbsp;\u306f\u3001<em>x<\/em>&nbsp;\u306e\u5e73\u65b9\u3092\u8868\u3059\u3002<\/li>\n\n\n\n<li>\u5f0f&nbsp;<em>y<\/em>=<em>x<\/em>2+2<em>x<\/em>+1&nbsp;\u306f\u3001<em>x<\/em>&nbsp;\u306e\u4e8c\u6b21\u65b9\u7a0b\u5f0f\u3092\u8868\u3059\u3002<\/li>\n\n\n\n<li>\u5f0f&nbsp;<em>y<\/em>=<em>x<\/em>1\u200b&nbsp;\u306f\u3001<em>x<\/em>&nbsp;\u306e\u9006\u6570\u3092\u8868\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6570\u5f0f\u306e\u63a8\u8ad6<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u6570\u5f0f\u304b\u3089\u63a8\u8ad6\u3092\u884c\u3044\u3001\u65b0\u3057\u3044\u6570\u5f0f\u3092\u751f\u6210\u3057\u305f\u308a\u3001\u6570\u5024\u3092\u8a08\u7b97\u3057\u305f\u308a\u3059\u308b\u80fd\u529b\u3002<\/li>\n\n\n\n<li>\u4f8b\uff1a\n<ul class=\"wp-block-list\">\n<li>\u5f0f&nbsp;<em>y<\/em>=<em>x<\/em>2&nbsp;\u304b\u3089\u3001<em>y<\/em>=<em>x<\/em>3&nbsp;\u3092\u5c0e\u51fa\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u5f0f&nbsp;<em>y<\/em>=<em>x<\/em>2&nbsp;\u306e&nbsp;<em>x<\/em>=3&nbsp;\u306b\u304a\u3051\u308b\u5024\u3092\u6c42\u3081\u308b\u3002<\/li>\n\n\n\n<li>\u5f0f&nbsp;<em>y<\/em>=<em>x<\/em>2+2<em>x<\/em>+1&nbsp;\u306e&nbsp;<em>x<\/em>&nbsp;\u306e\u6700\u5927\u5024\u3092\u6c42\u3081\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6570\u5f0f\u306e\u751f\u6210<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u4e0e\u3048\u3089\u308c\u305f\u6761\u4ef6\u3092\u6e80\u305f\u3059\u6570\u5f0f\u3092\u751f\u6210\u3057\u305f\u308a\u3001\u4e0e\u3048\u3089\u308c\u305f\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u6570\u5f0f\u3092\u751f\u6210\u3057\u305f\u308a\u3059\u308b\u80fd\u529b\u3002<\/li>\n\n\n\n<li>\u4f8b\uff1a\n<ul class=\"wp-block-list\">\n<li>\u4e0e\u3048\u3089\u308c\u305f\u30c7\u30fc\u30bf\u306e\u50be\u5411\u3092\u8868\u3059\u6570\u5f0f\u3092\u751f\u6210\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u4e0e\u3048\u3089\u308c\u305f\u6761\u4ef6\u3092\u6e80\u305f\u3059\u95a2\u6570\u3092\u751f\u6210\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u4e0e\u3048\u3089\u308c\u305f\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u6570\u5f0f\u3092\u751f\u6210\u3059\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u8981\u7d20\u304c\u8a55\u4fa1\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6b63\u78ba\u6027<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u751f\u6210AI\u304c\u6b63\u3057\u3044\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u80fd\u529b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5b8c\u5168\u6027<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u751f\u6210AI\u304c\u56de\u7b54\u306b\u5fc5\u8981\u306a\u3059\u3079\u3066\u306e\u60c5\u5831\u3092\u542b\u3081\u308b\u80fd\u529b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6d41\u66a2\u6027<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u751f\u6210AI\u304c\u81ea\u7136\u3067\u8aad\u307f\u3084\u3059\u3044\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u80fd\u529b\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u4f8b\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u554f\u984c\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ee5\u4e0b\u306e\u30c7\u30fc\u30bf\u306e\u50be\u5411\u3092\u8868\u3059\u6570\u5f0f\u3092\u751f\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>x | y\n---|---\n1 | 2\n2 | 4\n3 | 8\n<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ee5\u4e0b\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u95a2\u6570\u3092\u751f\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>f(0) = 1\nf(1) = 2\nf(2) = 3\n<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ee5\u4e0b\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u6570\u5f0f\u3092\u751f\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>\u5186\u306e\u9762\u7a4d\u3092\u6c42\u3081\u308b\u3002<\/code><\/pre>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u52d5\u753b<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/ccc9da0a-ecc4-47b5-b92a-530120fbbc83.jpg\" alt=\"\" class=\"wp-image-3428\" style=\"aspect-ratio:16\/9;object-fit:cover\" srcset=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/ccc9da0a-ecc4-47b5-b92a-530120fbbc83.jpg 1024w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/ccc9da0a-ecc4-47b5-b92a-530120fbbc83-300x300.jpg 300w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/ccc9da0a-ecc4-47b5-b92a-530120fbbc83-150x150.jpg 150w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/ccc9da0a-ecc4-47b5-b92a-530120fbbc83-768x768.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><span style=\"text-decoration: underline;\">VATEX<\/span><\/strong><\/h2>\n\n\n\n<p>VATEX (Video and Text)\u306f<strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">\u30d3\u30c7\u30aa\u30ad\u30e3\u30d7\u30b7\u30e7\u30cb\u30f3\u30b0\u3068\u30c6\u30ad\u30b9\u30c8\u306e\u4e21\u65b9\u3092\u542b\u3080\u6a5f\u80fd\u8a55\u4fa1<\/span><\/strong>\u3067\u30d3\u30c7\u30aa\u30ad\u30e3\u30d7\u30b7\u30e7\u30cb\u30f3\u30b0\u3068\u30d3\u30c7\u30aaQA\u306e2\u3064\u306e\u30bf\u30b9\u30af\u3060\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d3\u30c7\u30aa\u30ad\u30e3\u30d7\u30b7\u30e7\u30cb\u30f3\u30b0\n<ul class=\"wp-block-list\">\n<li>\u30d3\u30c7\u30aa\u30af\u30ea\u30c3\u30d7\u306e\u5185\u5bb9\u3092\u8aac\u660e\u3059\u308b\u30c6\u30ad\u30b9\u30c8\uff08\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\uff09\u3092\u751f\u6210\u3059\u308b\u3002\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u306f\u3001\u30d3\u30c7\u30aa\u306e\u4e3b\u8981\u306a\u30a4\u30d9\u30f3\u30c8\u3001\u53c2\u52a0\u8005\u3001\u884c\u52d5\u3001\u7d50\u679c\u306a\u3069\u3092\u6b63\u78ba\u306b\u53cd\u6620\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u30d3\u30c7\u30aaQA\n<ul class=\"wp-block-list\">\n<li>\u30d3\u30c7\u30aa\u30af\u30ea\u30c3\u30d7\u3068\u95a2\u9023\u3059\u308b\u8cea\u554f\u306b\u5bfe\u3059\u308b\u7b54\u3048\u3092\u751f\u6210\u3059\u308b\u3002\u8cea\u554f\u306f\u3001\u30d3\u30c7\u30aa\u306e\u5185\u5bb9\u306b\u57fa\u3065\u3044\u3066\u304a\u308a\u3001\u7b54\u3048\u306f\u30d3\u30c7\u30aa\u304b\u3089\u76f4\u63a5\u307e\u305f\u306f\u9593\u63a5\u7684\u306b\u5c0e\u304d\u51fa\u3055\u308c\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span style=\"text-decoration: underline;\"><strong>Perception Test MCQA<\/strong><\/span><\/h2>\n\n\n\n<p><strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u306e\u4e21\u65b9\u304b\u3089\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3066\u56de\u7b54\u3057\u305f\u5185\u5bb9\u306e\u6b63\u78ba\u3055\u3068\u95a2\u9023\u6027\u3092\u8a55\u4fa1<\/span><\/strong>\u3059\u308b\u3002\u8a55\u4fa1\u306b\u306f\u3001\u4eba\u9593\u306e\u8a55\u4fa1\u8005\u306b\u3088\u308b\u4e3b\u89b3\u7684\u306a\u8a55\u4fa1\u3068\u3001\u5ba2\u89b3\u7684\u306a\u8a55\u4fa1\u6307\u6a19\u306e\u4e21\u65b9\u3092\u7528\u3044\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Open-ended MCQA:<\/strong>&nbsp;\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u304b\u3089\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3066\u3001\u81ea\u7531\u56de\u7b54\u5f62\u5f0f\u3067\u8cea\u554f\u306b\u7b54\u3048\u308b\u30bf\u30b9\u30af\u3002<\/li>\n\n\n\n<li><strong>Yes\/No MCQA:<\/strong>&nbsp;\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u304b\u3089\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3066\u3001Yes\/No\u5f62\u5f0f\u3067\u8cea\u554f\u306b\u7b54\u3048\u308b\u30bf\u30b9\u30af\u3002<\/li>\n\n\n\n<li><strong>Fill-in-the-blank MCQA:<\/strong>&nbsp;\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u304b\u3089\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3066\u3001\u7a7a\u6b04\u3092\u57cb\u3081\u308b\u5f62\u5f0f\u3067\u8cea\u554f\u306b\u7b54\u3048\u308b\u30bf\u30b9\u30af\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Open-ended MCQA<\/strong>\u30bf\u30b9\u30af\u3067\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u304b\u3089\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3066\u3001\u81ea\u7531\u56de\u7b54\u5f62\u5f0f\u3067\u8cea\u554f\u306b\u7b54\u3048\u308b\u80fd\u529b\u3092\u8a55\u4fa1\u3059\u308b\u3002\u4f8b\u3048\u3070\u3001\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u306b\u7b54\u3048\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c6\u30ad\u30b9\u30c8\u3084\u753b\u50cf\u306b\u63cf\u304b\u308c\u3066\u3044\u308b\u3082\u306e\u3001\u8d77\u3053\u3063\u3066\u3044\u308b\u51fa\u6765\u4e8b\u306f\u4f55\u3067\u3059\u304b\uff1f<\/li>\n\n\n\n<li>\u30c6\u30ad\u30b9\u30c8\u3084\u753b\u50cf\u304b\u3089\u8aad\u307f\u53d6\u308c\u308b\u30e1\u30c3\u30bb\u30fc\u30b8\u3084\u6559\u8a13\u306f\u4f55\u3067\u3059\u304b\uff1f<\/li>\n<\/ul>\n\n\n\n<p><strong>Yes\/No MCQA<\/strong>\u30bf\u30b9\u30af\u3067\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u304b\u3089\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3066\u3001Yes\/No\u5f62\u5f0f\u3067\u8cea\u554f\u306b\u7b54\u3048\u308b\u80fd\u529b\u3092\u8a55\u4fa1\u3059\u308b\u3002\u4f8b\u3048\u3070\u3001\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u306b\u7b54\u3048\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c6\u30ad\u30b9\u30c8\u3084\u753b\u50cf\u306b\u63cf\u304b\u308c\u3066\u3044\u308b\u4eba\u7269\u306f\u3001\u7537\u6027\u3067\u3059\u304b\uff1f\u5973\u6027\u3067\u3059\u304b\uff1f<\/li>\n\n\n\n<li>\u30c6\u30ad\u30b9\u30c8\u3084\u753b\u50cf\u306b\u63cf\u304b\u308c\u3066\u3044\u308b\u51fa\u6765\u4e8b\u306f\u3001\u904e\u53bb\u306b\u8d77\u3053\u3063\u305f\u3053\u3068\u3067\u3059\u304b\uff1f\u73fe\u5728\u306b\u8d77\u3053\u3063\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u304b\uff1f<\/li>\n<\/ul>\n\n\n\n<p><strong>Fill-in-the-blank MCQA<\/strong>\u30bf\u30b9\u30af\u3067\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u304b\u3089\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3066\u3001\u7a7a\u6b04\u3092\u57cb\u3081\u308b\u5f62\u5f0f\u3067\u8cea\u554f\u306b\u7b54\u3048\u308b\u80fd\u529b\u3092\u8a55\u4fa1\u3059\u308b\u3002\u4f8b\u3048\u3070\u3001\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u306b\u7b54\u3048\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c6\u30ad\u30b9\u30c8\u3084\u753b\u50cf\u306b\u63cf\u304b\u308c\u3066\u3044\u308b\u4eba\u7269\u306e\u540d\u524d\u306f\u4f55\u3067\u3059\u304b\uff1f<\/li>\n\n\n\n<li>\u30c6\u30ad\u30b9\u30c8\u3084\u753b\u50cf\u306b\u63cf\u304b\u308c\u3066\u3044\u308b\u51fa\u6765\u4e8b\u306e\u5834\u6240\u306f\u3069\u3053\u3067\u3059\u304b\uff1f<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u4f1a\u8a71\u7ffb\u8a33<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/81ea27d1-b95b-448e-86fb-6954d58f6038-edited.jpg\" alt=\"\" class=\"wp-image-3423\" style=\"aspect-ratio:16\/9;object-fit:cover\" srcset=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/81ea27d1-b95b-448e-86fb-6954d58f6038-edited.jpg 1024w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/81ea27d1-b95b-448e-86fb-6954d58f6038-edited-300x169.jpg 300w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/81ea27d1-b95b-448e-86fb-6954d58f6038-edited-768x432.jpg 768w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/81ea27d1-b95b-448e-86fb-6954d58f6038-edited-320x180.jpg 320w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">CoVoST2 <\/h2>\n\n\n\n<p><strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">21\u8a00\u8a9e\u9593\u306e\u4f1a\u8a71\u7ffb\u8a33\u3092\u8a55\u4fa1<\/span><\/strong>\u3059\u308b\u3067\u3001\u4ee5\u4e0b\u306e2\u3064\u306e\u30bf\u30b9\u30af\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Translation:<\/strong>&nbsp;1\u8a00\u8a9e\u304b\u3089\u5225\u306e\u8a00\u8a9e\u3078\u306e\u7ffb\u8a33\u3002<\/li>\n\n\n\n<li><strong>Dialogue:<\/strong>&nbsp;2\u4eba\u306e\u4f1a\u8a71\u306e\u7ffb\u8a33\u3002<\/li>\n<\/ul>\n\n\n\n<p><br><strong>Translation<\/strong>\u30bf\u30b9\u30af<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u529b\uff1a1\u8a00\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8<\/li>\n\n\n\n<li>\u51fa\u529b\uff1a\u5225\u306e\u8a00\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8<\/li>\n<\/ul>\n\n\n\n<p>\u8a55\u4fa1\u6307\u6a19\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>BLEU score<\/li>\n\n\n\n<li>ROUGE score<\/li>\n\n\n\n<li>METEOR score<\/li>\n\n\n\n<li>CIDEr score<\/li>\n\n\n\n<li>BERTScore<\/li>\n<\/ul>\n\n\n\n<p><strong>Dialogue<\/strong>\u30bf\u30b9\u30af<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u529b\uff1a1\u8a00\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u306e\u30da\u30a2<\/li>\n\n\n\n<li>\u51fa\u529b\uff1a\u5225\u306e\u8a00\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u306e\u30da\u30a2<\/li>\n<\/ul>\n\n\n\n<p>\u8a55\u4fa1\u6307\u6a19\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>BLEU score<\/li>\n\n\n\n<li>ROUGE score<\/li>\n\n\n\n<li>METEOR score<\/li>\n\n\n\n<li>CIDEr score<\/li>\n\n\n\n<li>BERTScore<\/li>\n\n\n\n<li>\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\u306e\u8a55\u4fa1\u6307\u6a19\uff08F1 score\u3001Accuracy\u3001Recall\u3001Precision\uff09<\/li>\n<\/ul>\n\n\n\n<p>21\u8a00\u8a9e\u9593\u306e\u4f1a\u8a71\u7ffb\u8a33\u3092\u8a55\u4fa1\u3059\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u70b9\u304c\u7279\u5fb4\u7684\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>21\u8a00\u8a9e\u3092\u5bfe\u8c61\u3068\u3057\u305f\u3001\u591a\u8a00\u8a9e\u4f1a\u8a71\u7ffb\u8a33\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068\u3057\u3066\u306f\u521d\u306e\u8a66\u307f\u3002<\/li>\n\n\n\n<li>\u4eba\u9593\u306e\u8a55\u4fa1\u8005\u306b\u3088\u308b\u4e3b\u89b3\u7684\u306a\u8a55\u4fa1\u3068\u3001\u5ba2\u89b3\u7684\u306a\u8a55\u4fa1\u6307\u6a19\u306e\u4e21\u65b9\u3092\u7528\u3044\u3066\u3001\u751f\u6210AI\u306e\u7ffb\u8a33\u54c1\u8cea\u3092\u8a55\u4fa1\u3002<\/li>\n\n\n\n<li>\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\u306e\u8a55\u4fa1\u6307\u6a19\u3082\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u751f\u6210AI\u306e\u7406\u89e3\u529b\u3082\u8a55\u4fa1\u3002<\/li>\n\n\n\n<li>21\u8a00\u8a9e\u306f\u4ee5\u4e0b\u306e\u8a00\u8a9e\u306b\u306a\u308b\u3002\n<ul class=\"wp-block-list\">\n<li>\u30a2\u30e9\u30d3\u30a2\u8a9e (ar)<\/li>\n\n\n\n<li>\u4e2d\u56fd\u8a9e (zh)<\/li>\n\n\n\n<li>\u30c1\u30a7\u30b3\u8a9e (cs)<\/li>\n\n\n\n<li>\u30c7\u30f3\u30de\u30fc\u30af\u8a9e (da)<\/li>\n\n\n\n<li>\u30c9\u30a4\u30c4\u8a9e (de)<\/li>\n\n\n\n<li>\u82f1\u8a9e (en)<\/li>\n\n\n\n<li>\u30b9\u30da\u30a4\u30f3\u8a9e (es)<\/li>\n\n\n\n<li>\u30d5\u30a3\u30f3\u30e9\u30f3\u30c9\u8a9e (fi)<\/li>\n\n\n\n<li>\u30d5\u30e9\u30f3\u30b9\u8a9e (fr)<\/li>\n\n\n\n<li>\u30d8\u30d6\u30e9\u30a4\u8a9e (he)<\/li>\n\n\n\n<li>\u30a4\u30f3\u30c9\u30cd\u30b7\u30a2\u8a9e (id)<\/li>\n\n\n\n<li>\u30a4\u30bf\u30ea\u30a2\u8a9e (it)<\/li>\n\n\n\n<li>\u65e5\u672c\u8a9e (ja)<\/li>\n\n\n\n<li>\u97d3\u56fd\u8a9e (ko)<\/li>\n\n\n\n<li>\u30aa\u30e9\u30f3\u30c0\u8a9e (nl)<\/li>\n\n\n\n<li>\u30dd\u30fc\u30e9\u30f3\u30c9\u8a9e (pl)<\/li>\n\n\n\n<li>\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e (pt)<\/li>\n\n\n\n<li>\u30ed\u30b7\u30a2\u8a9e (ru)<\/li>\n\n\n\n<li>\u30c8\u30eb\u30b3\u8a9e (tr)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">FLEURS <\/h2>\n\n\n\n<p><strong><span data-color=\"#8ed1fc\" style=\"background: linear-gradient(transparent 60%,rgba(142, 209, 252, 0.7) 0);\" class=\"vk_highlighter\">62\u8a00\u8a9e\u9593\u306e\u4f1a\u8a71\u7ffb\u8a33\u306e\u8a55\u4fa1<\/span><\/strong>\u3067\u3042\u308b\u3002\u4ee5\u4e0b\u306e3\u3064\u306e\u30bf\u30b9\u30af\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Translation:<\/strong> 1\u8a00\u8a9e\u304b\u3089\u5225\u306e\u8a00\u8a9e\u3078\u306e\u7ffb\u8a33\u3002<\/li>\n\n\n\n<li><strong>Dialogue:<\/strong> 2\u4eba\u306e\u4f1a\u8a71\u306e\u7ffb\u8a33\u3002<\/li>\n\n\n\n<li><strong>Cross-lingual NLG:<\/strong> 1\u8a00\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u5225\u306e\u8a00\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>Translation<\/strong>\u30bf\u30b9\u30af<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u529b\uff1a1\u8a00\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8<\/li>\n\n\n\n<li>\u51fa\u529b\uff1a\u5225\u306e\u8a00\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8<\/li>\n<\/ul>\n\n\n\n<p>\u8a55\u4fa1\u6307\u6a19\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>BLEU score<\/li>\n\n\n\n<li>ROUGE score<\/li>\n\n\n\n<li>METEOR score<\/li>\n\n\n\n<li>CIDEr score<\/li>\n\n\n\n<li>BERTScore<\/li>\n<\/ul>\n\n\n\n<p><strong>Dialogue<\/strong>\u30bf\u30b9\u30af<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u529b\uff1a1\u8a00\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u306e\u30da\u30a2<\/li>\n\n\n\n<li>\u51fa\u529b\uff1a\u5225\u306e\u8a00\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u306e\u30da\u30a2<\/li>\n<\/ul>\n\n\n\n<p>\u8a55\u4fa1\u6307\u6a19\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>BLEU score<\/li>\n\n\n\n<li>ROUGE score<\/li>\n\n\n\n<li>METEOR score<\/li>\n\n\n\n<li>CIDEr score<\/li>\n\n\n\n<li>BERTScore<\/li>\n\n\n\n<li>\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\u306e\u8a55\u4fa1\u6307\u6a19\uff08F1 score\u3001Accuracy\u3001Recall\u3001Precision\uff09<\/li>\n<\/ul>\n\n\n\n<p><strong>Cross-lingual NLG<\/strong>\u30bf\u30b9\u30af<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5165\u529b\uff1a1\u8a00\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8<\/li>\n\n\n\n<li>\u51fa\u529b\uff1a\u5225\u306e\u8a00\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8<\/li>\n<\/ul>\n\n\n\n<p>\u8a55\u4fa1\u6307\u6a19\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>BLEU score<\/li>\n\n\n\n<li>ROUGE score<\/li>\n\n\n\n<li>METEOR score<\/li>\n\n\n\n<li>CIDEr score<\/li>\n\n\n\n<li>BERTScore<\/li>\n<\/ul>\n\n\n\n<p>62\u8a00\u8a9e\u9593\u306e\u4f1a\u8a71\u7ffb\u8a33\u3068\u30af\u30ed\u30b9\u30ea\u30f3\u30ac\u30eb NLG\u3092\u8a55\u4fa1\u3059\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u70b9\u304c\u7279\u5fb4\u7684\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>62\u8a00\u8a9e\u3092\u5bfe\u8c61\u3068\u3057\u305f\u3001\u591a\u8a00\u8a9e\u4f1a\u8a71\u7ffb\u8a33\u3068\u30af\u30ed\u30b9\u30ea\u30f3\u30ac\u30eb NLG\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068\u3057\u3066\u306f\u521d\u306e\u8a66\u307f\u3002<\/li>\n\n\n\n<li>\u4eba\u9593\u306e\u8a55\u4fa1\u8005\u306b\u3088\u308b\u4e3b\u89b3\u7684\u306a\u8a55\u4fa1\u3068\u3001\u5ba2\u89b3\u7684\u306a\u8a55\u4fa1\u6307\u6a19\u306e\u4e21\u65b9\u3092\u7528\u3044\u3066\u3001\u751f\u6210AI\u306e\u7ffb\u8a33\u54c1\u8cea\u3068\u30af\u30ed\u30b9\u30ea\u30f3\u30ac\u30eb NLG\u306e\u54c1\u8cea\u3092\u8a55\u4fa1\u3002<\/li>\n\n\n\n<li>\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\u306e\u8a55\u4fa1\u6307\u6a19\u3082\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u751f\u6210AI\u306e\u7406\u89e3\u529b\u3082\u8a55\u4fa1\u3002<\/li>\n\n\n\n<li>\uff16\uff12\u8a00\u8a9e\u3068\u306f\u4ee5\u4e0b\u306e\u8a00\u8a9e\u306b\u306a\u308b\u3002\n<ul class=\"wp-block-list\">\n<li>\u30a2\u30e9\u30d3\u30a2\u8a9e (ar)<\/li>\n\n\n\n<li>\u30d9\u30f3\u30ac\u30eb\u8a9e (bn)<\/li>\n\n\n\n<li>\u30d6\u30eb\u30ac\u30ea\u30a2\u8a9e (bg)<\/li>\n\n\n\n<li>\u30ab\u30bf\u30ed\u30cb\u30a2\u8a9e (ca)<\/li>\n\n\n\n<li>\u4e2d\u56fd\u8a9e (zh)<\/li>\n\n\n\n<li>\u30c1\u30a7\u30b3\u8a9e (cs)<\/li>\n\n\n\n<li>\u30c7\u30f3\u30de\u30fc\u30af\u8a9e (da)<\/li>\n\n\n\n<li>\u30aa\u30e9\u30f3\u30c0\u8a9e (nl)<\/li>\n\n\n\n<li>\u82f1\u8a9e (en)<\/li>\n\n\n\n<li>\u30a8\u30b9\u30c8\u30cb\u30a2\u8a9e (et)<\/li>\n\n\n\n<li>\u30d5\u30a3\u30f3\u30e9\u30f3\u30c9\u8a9e (fi)<\/li>\n\n\n\n<li>\u30d5\u30e9\u30f3\u30b9\u8a9e (fr)<\/li>\n\n\n\n<li>\u30c9\u30a4\u30c4\u8a9e (de)<\/li>\n\n\n\n<li>\u30ae\u30ea\u30b7\u30e3\u8a9e (el)<\/li>\n\n\n\n<li>\u30d8\u30d6\u30e9\u30a4\u8a9e (he)<\/li>\n\n\n\n<li>\u30d2\u30f3\u30c7\u30a3\u30fc\u8a9e (hi)<\/li>\n\n\n\n<li>\u30cf\u30f3\u30ac\u30ea\u30fc\u8a9e (hu)<\/li>\n\n\n\n<li>\u30a2\u30a4\u30b9\u30e9\u30f3\u30c9\u8a9e (is)<\/li>\n\n\n\n<li>\u30a4\u30f3\u30c9\u30cd\u30b7\u30a2\u8a9e (id)<\/li>\n\n\n\n<li>\u30a4\u30bf\u30ea\u30a2\u8a9e (it)<\/li>\n\n\n\n<li>\u65e5\u672c\u8a9e (ja)<\/li>\n\n\n\n<li>\u30ab\u30f3\u30ca\u30c0\u8a9e (kn)<\/li>\n\n\n\n<li>\u671d\u9bae\u8a9e (ko)<\/li>\n\n\n\n<li>\u30e9\u30c8\u30d3\u30a2\u8a9e (lv)<\/li>\n\n\n\n<li>\u30ea\u30c8\u30a2\u30cb\u30a2\u8a9e (lt)<\/li>\n\n\n\n<li>\u30de\u30ec\u30fc\u8a9e (ms)<\/li>\n\n\n\n<li>\u30de\u30eb\u30bf\u8a9e (mt)<\/li>\n\n\n\n<li>\u30ce\u30eb\u30a6\u30a7\u30fc\u8a9e (no)<\/li>\n\n\n\n<li>\u30dd\u30fc\u30e9\u30f3\u30c9\u8a9e (pl)<\/li>\n\n\n\n<li>\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e (pt)<\/li>\n\n\n\n<li>\u30eb\u30fc\u30de\u30cb\u30a2\u8a9e (ro)<\/li>\n\n\n\n<li>\u30ed\u30b7\u30a2\u8a9e (ru)<\/li>\n\n\n\n<li>\u30bb\u30eb\u30d3\u30a2\u8a9e (sr)<\/li>\n\n\n\n<li>\u30b9\u30ed\u30d0\u30ad\u30a2\u8a9e (sk)<\/li>\n\n\n\n<li>\u30b9\u30ed\u30d9\u30cb\u30a2\u8a9e (sl)<\/li>\n\n\n\n<li>\u30b9\u30da\u30a4\u30f3\u8a9e (es)<\/li>\n\n\n\n<li>\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3\u8a9e (sv)<\/li>\n\n\n\n<li>\u30bf\u30ac\u30ed\u30b0\u8a9e (tl)<\/li>\n\n\n\n<li>\u30c8\u30eb\u30b3\u8a9e (tr)<\/li>\n\n\n\n<li>\u30a6\u30af\u30e9\u30a4\u30ca\u8a9e (uk)<\/li>\n\n\n\n<li>\u30d9\u30c8\u30ca\u30e0\u8a9e (vi)<\/li>\n\n\n\n<li><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u6700\u5f8c\u306b\u30fb\u30fb\u30fb\u672a\u6765\u306e\u751f\u6210AI\u3078\u306e\u8ab2\u984c\u3068\u671f\u5f85<\/h2>\n\n\n\n<p>\u672a\u6765\u306e\u751f\u6210AI\u306f\u3001\u73fe\u5728\u3088\u308a\u3082\u3055\u3089\u306b\u9ad8\u5ea6\u306a\u80fd\u529b\u3092\u5b9f\u88c5\u3057\u3001\u793e\u4f1a\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5206\u91ce\u3067\u5927\u304d\u306a\u9032\u5c55\u304c\u671f\u5f85\u3055\u308c\u308b\u306e\u3067\u306f\u306a\u304b\u308d\u3046\u304b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/a21949e9-7cb4-4e5f-a595-26481839bbf9.jpg\" alt=\"\" class=\"wp-image-3462\" style=\"aspect-ratio:16\/9;object-fit:cover\" srcset=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/a21949e9-7cb4-4e5f-a595-26481839bbf9.jpg 1024w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/a21949e9-7cb4-4e5f-a595-26481839bbf9-300x300.jpg 300w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/a21949e9-7cb4-4e5f-a595-26481839bbf9-150x150.jpg 150w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/a21949e9-7cb4-4e5f-a595-26481839bbf9-768x768.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u5275\u9020\u6027<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u65b0\u3057\u3044\u3082\u306e\u3092\u751f\u307f\u51fa\u3059\u80fd\u529b\u3092\u6301\u3063\u3066\u3044\u308b\u3002\u3053\u306e\u80fd\u529b\u306f\u3001\u82b8\u8853\u3001\u97f3\u697d\u3001\u6587\u5b66\u306a\u3069\u306e\u5275\u9020\u7684\u306a\u5206\u91ce\u3067\u3001\u4eba\u9593\u306e\u5275\u9020\u6027\u3092\u3055\u3089\u306b\u9ad8\u3081\u308b\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u308b\u3002\u307e\u305f\u3001\u65b0\u3057\u3044\u30d3\u30b8\u30cd\u30b9\u30e2\u30c7\u30eb\u3084\u88fd\u54c1\u306e\u958b\u767a\u306b\u3082\u5f79\u7acb\u3064\u3068\u8003\u3048\u3089\u308c\u308b\u3060\u308d\u3046\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30e6\u30fc\u30b6\u30fc\u306e\u30cb\u30fc\u30ba\u3084\u597d\u307f\u306b\u5408\u308f\u305b\u3066\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3053\u306e\u80fd\u529b\u306f\u3001\u6559\u80b2\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3001\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30e1\u30f3\u30c8\u306a\u3069\u306e\u5206\u91ce\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6e80\u8db3\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u52b9\u679c\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u308b\u3002\u307e\u305f\u3001\u65b0\u305f\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u624b\u6bb5\u3068\u3057\u3066\u3082\u6d3b\u7528\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3060\u308d\u3046\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u52b9\u7387\u5316<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u4eba\u9593\u304c\u884c\u3046\u5358\u7d14\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3066\u3044\u308b\u3002\u3053\u306e\u80fd\u529b\u306f\u3001\u88fd\u9020\u696d\u3001\u7269\u6d41\u3001\u30b5\u30fc\u30d3\u30b9\u696d\u306a\u3069\u306e\u5206\u91ce\u3067\u3001\u751f\u7523\u6027\u5411\u4e0a\u3084\u30b3\u30b9\u30c8\u524a\u6e1b\u306b\u8ca2\u732e\u3059\u308b\u3068\u8003\u3048\u3089\u308c\u3066\u3044\u308b\u3002\u307e\u305f\u3001\u65b0\u3057\u3044\u50cd\u304d\u65b9\u306e\u5275\u51fa\u306b\u3082\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3060\u308d\u3046\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/3b878ebf-7d79-4ed9-898b-e0a20156921f.jpg\" alt=\"\" class=\"wp-image-3464\" style=\"aspect-ratio:16\/9;object-fit:cover\" srcset=\"https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/3b878ebf-7d79-4ed9-898b-e0a20156921f.jpg 1024w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/3b878ebf-7d79-4ed9-898b-e0a20156921f-300x300.jpg 300w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/3b878ebf-7d79-4ed9-898b-e0a20156921f-150x150.jpg 150w, https:\/\/miki.press\/wp-content\/uploads\/2023\/12\/3b878ebf-7d79-4ed9-898b-e0a20156921f-768x768.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u4e00\u65b9\u3067\u3001\u751f\u6210AI\u306e\u666e\u53ca\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8ab2\u984c\u3082\u6307\u6458\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u504f\u898b\u3084\u5dee\u5225\u3078\u306e\u30d0\u30a4\u30a2\u30b9<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u5b66\u7fd2\u3057\u305f\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u308b\u504f\u898b\u3084\u5dee\u5225\u3092\u53cd\u6620\u3057\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u3053\u306e\u554f\u984c\u306f\u3001\u751f\u6210AI\u304c\u5275\u9020\u3059\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u3084\u3001\u751f\u6210AI\u304c\u63d0\u4f9b\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3060\u308d\u3046\u3002\u305d\u308c\u3092\u7d44\u307f\u4e0a\u3052\u308b\u306e\u3082\u4eba\u3067\u3042\u308b\u304c\u305f\u3081\u306b\u3001\u3053\u306e\u554f\u984c\u3092\u901a\u3058\u3066\u3069\u3046\u502b\u7406\u3092\u5f62\u6210\u3057\u3066\u3044\u304f\u304b\u306f\u5e38\u306b\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3060\u308d\u3046\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u8aa4\u3063\u305f\u60c5\u5831\u306e\u62e1\u6563<\/strong>\n<ul 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