{"id":2797,"date":"2024-06-04T09:38:10","date_gmt":"2024-06-04T00:38:10","guid":{"rendered":"https:\/\/comachilab.jp\/blog\/?p=2797"},"modified":"2024-08-21T09:33:03","modified_gmt":"2024-08-21T00:33:03","slug":"%e3%83%97%e3%83%ad%e3%83%b3%e3%83%97%e3%83%88%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%83%aa%e3%83%b3%e3%82%b0%e5%85%a5%e9%96%80%ef%bc%9a%e5%8a%b9%e6%9e%9c%e7%9a%84%e3%81%aaai%e3%83%97%e3%83%ad","status":"publish","type":"post","link":"https:\/\/comachilab.jp\/blog\/%e3%83%97%e3%83%ad%e3%83%b3%e3%83%97%e3%83%88%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%83%aa%e3%83%b3%e3%82%b0%e5%85%a5%e9%96%80%ef%bc%9a%e5%8a%b9%e6%9e%9c%e7%9a%84%e3%81%aaai%e3%83%97%e3%83%ad\/","title":{"rendered":"\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u5165\u9580\uff1a\u52b9\u679c\u7684\u306aAI\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u306e\u30c6\u30af\u30cb\u30c3\u30af\u3068\u5b9f\u8df5\u65b9\u6cd5\u306b\u3064\u3044\u3066\u89e3\u8aac\uff01"},"content":{"rendered":"\n<p>\u3053\u3093\u306b\u3061\u306f\u3001\u7686\u3055\u3093\u3002\u4eca\u65e5\u306f\u6700\u8fd1\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u300d\u306b\u3064\u3044\u3066\u304a\u8a71\u3057\u3057\u307e\u3059\u3002\u3053\u306e\u5206\u91ce\u306f\u3001AI\u306e\u529b\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u305f\u3081\u306e\u91cd\u8981\u306a\u6280\u8853\u3067\u3042\u308a\u3001\u7279\u306b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLMs\uff09\u306b\u95a2\u5fc3\u304c\u3042\u308b\u65b9\u306b\u306f\u5fc5\u898b\u306e\u5185\u5bb9\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\uff1f<\/h2>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u958b\u767a\u304a\u3088\u3073\u6700\u9069\u5316\u3059\u308b\u5b66\u554f\u5206\u91ce\u3067\u3059\u3002\u3053\u306e\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u3067\u3001LLMs\u306e\u80fd\u529b\u3068\u9650\u754c\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3057\u3001\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u7814\u7a76\u8005\u3084\u958b\u767a\u8005\u306f\u3001\u8cea\u554f\u5fdc\u7b54\u3084\u7b97\u8853\u63a8\u8ad6\u306a\u3069\u306e\u30bf\u30b9\u30af\u3067LLMs\u306e\u80fd\u529b\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a2d\u8a08\u3068\u958b\u767a\u306b\u9650\u3089\u305a\u3001LLMs\u3068\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u304a\u3088\u3073\u958b\u767a\u306b\u5f79\u7acb\u3064\u5e45\u5e83\u3044\u30b9\u30ad\u30eb\u3068\u6280\u8853\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001LLMs\u306e\u5b89\u5168\u6027\u3092\u5411\u4e0a\u3055\u305b\u305f\u308a\u3001\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u3084\u5916\u90e8\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066LLMs\u306e\u6a5f\u80fd\u3092\u62e1\u5f35\u3059\u308b\u305f\u3081\u306b\u3082\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u30c7\u30b6\u30a4\u30f3\u306e\u9055\u3044<\/h2>\n\n\n\n<p>\u3053\u3053\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u30c7\u30b6\u30a4\u30f3\u306e\u9055\u3044\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002\u3053\u308c\u3089\u306e\u7528\u8a9e\u306f\u4f3c\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u610f\u5473\u3068\u5f79\u5272\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/h3>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001AI\u3001\u7279\u306b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u884c\u3046\u30e2\u30c7\u30eb\u306b\u5bfe\u3057\u3066\u3001\u52b9\u679c\u7684\u306a\u8cea\u554f\u3084\u8981\u6c42\u3092\u8a2d\u8a08\u3059\u308b\u6280\u8853\u5168\u4f53\u3092\u6307\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u5358\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001AI\u306e\u5fdc\u7b54\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e\u69d8\u3005\u306a\u65b9\u6cd5\u3084\u6226\u7565\u3092\u542b\u3093\u3067\u3044\u307e\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u306e\u5236\u7d04\u3084\u6a5f\u80fd\u3092\u7406\u89e3\u3057\u3001\u305d\u306e\u4e0a\u3067\u6700\u9069\u306a\u8cea\u554f\u3084\u8981\u6c42\u3092\u5168\u4f53\u7684\u306b\u8a2d\u8a08\u3059\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30c7\u30b6\u30a4\u30f3<\/h3>\n\n\n\n<p>\u4e00\u65b9\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30c7\u30b6\u30a4\u30f3\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u4e00\u90e8\u3067\u3042\u308a\u3001\u3088\u308a\u5177\u4f53\u7684\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f5c\u6210\u3084\u7de8\u96c6\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u6d3b\u52d5\u3067\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30c7\u30b6\u30a4\u30f3\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u6c42\u3081\u308b\u60c5\u5831\u3092\u5f97\u308b\u305f\u3081\u306e\u8cea\u554f\u3084\u8981\u6c42\u3092\u660e\u78ba\u304b\u3064\u52b9\u679c\u7684\u306b\u8868\u73fe\u3059\u308b\u65b9\u6cd5\u3092\u8003\u616e\u3057\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u8a00\u8449\u3084\u8868\u73fe\u3092\u4f7f\u3048\u3070\u6700\u3082\u9069\u5207\u306a\u56de\u7b54\u304c\u5f97\u3089\u308c\u308b\u304b\u3092\u5de5\u592b\u3059\u308b\u3053\u3068\u304c\u4e2d\u5fc3\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"1024\" height=\"505\" src=\"https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/image.png?resize=1024%2C505&#038;ssl=1\" alt=\"\" class=\"wp-image-2798\" srcset=\"https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/image.png?resize=1024%2C505&amp;ssl=1 1024w, https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/image.png?resize=300%2C148&amp;ssl=1 300w, https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/image.png?resize=768%2C379&amp;ssl=1 768w, https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/image.png?w=1271&amp;ssl=1 1271w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p>\u8981\u3059\u308b\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u304c\u5168\u4f53\u7684\u306a\u6226\u7565\u3068\u6280\u8853\u3092\u6271\u3046\u306e\u306b\u5bfe\u3057\u3066\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30c7\u30b6\u30a4\u30f3\u306f\u305d\u306e\u4e2d\u306e\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f5c\u6210\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3067\u306f\u3001AI\u304c\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3092\u52b9\u7387\u3088\u304f\u3053\u306a\u305b\u308b\u3088\u3046\u306b\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u8a2d\u5b9a\u3084\u8abf\u6574\u3092\u884c\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30c7\u30b6\u30a4\u30f3\u3067\u306f\u3001\u5177\u4f53\u7684\u306b\u3069\u306e\u3088\u3046\u306a\u8cea\u554f\u3092\u3059\u308c\u3070AI\u304c\u6b63\u78ba\u306b\u7b54\u3048\u308b\u304b\u3092\u5de5\u592b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u69d8\u3005\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u30c7\u30b6\u30a4\u30f3\u624b\u6cd5<\/h2>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u5b9f\u7528\u7684\u306a\u624b\u6cd5\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a\u3082\u306e\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Zero-Shot\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0<\/h3>\n\n\n\n<p>Zero-Shot\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3068\u306f\u3001\u4e8b\u524d\u306b\u60c5\u5831\u3092\u4e0e\u3048\u305a\u306b\u8cea\u554f\u3060\u3051\u3092\u6295\u3052\u304b\u3051\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002ChatGPT\u306b\u8cea\u554f\u3059\u308b\u3068\u304d\u306b\u3001\u5177\u4f53\u7684\u306a\u4f8b\u3084\u80cc\u666f\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u306a\u304f\u3066\u3082\u3001\u30e2\u30c7\u30eb\u304c\u305d\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u81ea\u7136\u306b\u7b54\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u300cAI\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f\u300d\u3068\u8cea\u554f\u3059\u308b\u3068\u3001\u30e2\u30c7\u30eb\u306fAI\u306b\u3064\u3044\u3066\u4e00\u822c\u7684\u306a\u8aac\u660e\u3092\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u306f\u3001ChatGPT\u306b\u6163\u308c\u308b\u305f\u3081\u306b\u3082\u3001\u3069\u3093\u3069\u3093\u8cea\u554f\u3092\u6295\u3052\u304b\u3051\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u96d1\u306a\u8cea\u554f\u3067\u3082\u69cb\u3044\u307e\u305b\u3093\u3002\u4f8b\u3048\u3070\u3001\u300c\u4eca\u65e5\u306e\u5929\u6c17\u306f\uff1f\u300d\u3068\u304b\u300c\u30b3\u30fc\u30d2\u30fc\u306e\u4f5c\u308a\u65b9\u3092\u6559\u3048\u3066\u300d\u3068\u3044\u3063\u305f\u30b7\u30f3\u30d7\u30eb\u306a\u8cea\u554f\u304b\u3089\u59cb\u3081\u308b\u3068\u3044\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"1002\" height=\"1024\" src=\"https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/image-1.png?resize=1002%2C1024&#038;ssl=1\" alt=\"\" class=\"wp-image-2799\" srcset=\"https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/image-1.png?resize=1002%2C1024&amp;ssl=1 1002w, https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/image-1.png?resize=294%2C300&amp;ssl=1 294w, https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/image-1.png?resize=768%2C785&amp;ssl=1 768w, https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/image-1.png?w=1093&amp;ssl=1 1093w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Few-Shot\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0<\/h3>\n\n\n\n<p>Few-Shot\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3068\u306f\u3001\u5177\u4f53\u4f8b\u3092\u63d0\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u306b\u30bf\u30b9\u30af\u306e\u5b9f\u884c\u65b9\u6cd5\u3092\u5b66\u7fd2\u3055\u305b\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002ChatGPT\u306fZero-Shot\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u306e\u3088\u3046\u306b\u3001\u8cea\u554f\u3092\u6295\u3052\u304b\u3051\u308b\u3060\u3051\u3067\u3082\u7b54\u3048\u3066\u304f\u308c\u307e\u3059\u304c\u3001\u5177\u4f53\u4f8b\u3092\u5165\u308c\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u9ad8\u3044\u30af\u30aa\u30ea\u30c6\u30a3\u306e\u56de\u7b54\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u4ed5\u4e8b\u3067\u30c7\u30b6\u30a4\u30f3\u306e\u4f9d\u983c\u3092\u3059\u308b\u5834\u5408\u3092\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u3044\u304d\u306a\u308a\u300c\u3053\u306eWeb\u30b5\u30a4\u30c8\u3092\u3044\u3044\u611f\u3058\u306b\u30c7\u30b6\u30a4\u30f3\u3057\u3066\uff01\u300d\u3068\u66d6\u6627\u306a\u4f9d\u983c\u3092\u3059\u308b\u3088\u308a\u3082\u3001\u300c\u30c7\u30b6\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0\u306f\u3053\u308c\u3092\u4f7f\u3063\u3066\u3001\u53c2\u8003\u306b\u3059\u308bWeb\u30b5\u30a4\u30c8\u306f\u3053\u308c\u3067\u3059\u300d\u3068\u5177\u4f53\u7684\u306a\u4f9d\u983c\u3092\u3057\u305f\u65b9\u304c\u3001\u671f\u5f85\u901a\u308a\u306e\u4ed5\u4e0a\u304c\u308a\u306b\u306a\u308a\u307e\u3059\u3088\u306d\u3002\u3053\u308c\u3068\u540c\u3058\u3088\u3046\u306b\u3001ChatGPT\u306b\u5bfe\u3057\u3066\u3082\u5177\u4f53\u7684\u306a\u4f8b\u3092\u793a\u3059\u3053\u3068\u3067\u3001\u3088\u308a\u6b63\u78ba\u306a\u56de\u7b54\u3092\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"1024\" height=\"695\" src=\"https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/image-2.png?resize=1024%2C695&#038;ssl=1\" alt=\"\" class=\"wp-image-2800\" srcset=\"https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/image-2.png?resize=1024%2C695&amp;ssl=1 1024w, https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/image-2.png?resize=300%2C204&amp;ssl=1 300w, https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/image-2.png?resize=768%2C521&amp;ssl=1 768w, https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/image-2.png?w=1058&amp;ssl=1 1058w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Zero-shot\u3068Few-shot\u306e\u9055\u3044<\/h3>\n\n\n\n<p>Zero-Shot\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3068Few-Shot\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u306e\u9055\u3044\u306b\u3064\u3044\u3066\u3082\u7406\u89e3\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u7814\u7a76\u306b\u3088\u308b\u3068\u3001Few-Shot\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u306fZero-Shot\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u306b\u6bd4\u3079\u3066\u3001\u305f\u3063\u305f1\u3064\u306e\u4f8b\u3092\u8ffd\u52a0\u3059\u308b\u3060\u3051\u3067\u6027\u80fd\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3059\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u624b\u6cd5\u3092One-Shot\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3068\u3082\u547c\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<p>One-Shot\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3067\u306f\u30011\u3064\u306e\u5177\u4f53\u7684\u306a\u4f8b\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u542b\u3081\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u304c\u305d\u306e\u30bf\u30b9\u30af\u306b\u5bfe\u3059\u308b\u7406\u89e3\u3092\u6df1\u3081\u3001\u3088\u308a\u6b63\u78ba\u306a\u56de\u7b54\u3092\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u8907\u6570\u306e\u4f8b\u3092\u63d0\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u4f8b\u306e\u6570\u3092\u5897\u3084\u3057\u7d9a\u3051\u3066\u3082\u3001\u4e00\u5b9a\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u8d85\u3048\u308b\u3068\u52b9\u679c\u306f\u7dda\u5f62\u306b\u306f\u4e0a\u304c\u308a\u307e\u305b\u3093\u3002\u30e2\u30c7\u30eb\u304c\u5fc5\u8981\u306a\u60c5\u5831\u3092\u5341\u5206\u306b\u5b66\u7fd2\u3057\u305f\u5f8c\u306f\u3001\u8ffd\u52a0\u306e\u4f8b\u304c\u305d\u308c\u4ee5\u4e0a\u306e\u5927\u304d\u306a\u6539\u5584\u3092\u3082\u305f\u3089\u3055\u306a\u3044\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">CoT\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u306b\u3064\u3044\u3066<\/h2>\n\n\n\n<p>\u6b21\u306b\u3001Chain-of-Thought\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\uff08CoT\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\uff09\u306b\u3064\u3044\u3066\u304a\u8a71\u3057\u3057\u307e\u3059\u3002CoT\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u306f\u3001\u554f\u984c\u3092\u89e3\u304f\u305f\u3081\u306e\u4e00\u9023\u306e\u624b\u9806\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u542b\u3081\u308b\u30c6\u30af\u30cb\u30c3\u30af\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u4eba\u9593\u304c\u7b97\u8853\u306e\u554f\u984c\u3092\u89e3\u304f\u3068\u304d\u306b\u3001\u6bb5\u968e\u7684\u306b\u8003\u3048\u308b\u65b9\u6cd5\u3092\u6a21\u5023\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u300c2\u500b\u306e\u30ea\u30f3\u30b4\u30683\u500b\u306e\u30ea\u30f3\u30b4\u306e\u5408\u8a08\u306f\uff1f\u300d\u3068\u3044\u3046\u8cea\u554f\u306b\u5bfe\u3057\u3066\u3001\u4eba\u9593\u306f\u300c2\u500b\u30683\u500b\u3092\u8db3\u3059\u306e\u3067\u30012\uff0b3\uff1d5\u300d\u3068\u3044\u3046\u904e\u7a0b\u3092\u7d4c\u3066\u7b54\u3048\u3092\u5c0e\u304d\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u9014\u4e2d\u306e\u624b\u9806\u3092\u7d30\u304b\u304f\u5206\u3051\u3066\u8003\u3048\u308b\u3053\u3068\u304c\u3001CoT\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u306e\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u8fd1\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3067\u306f\u3001\u3053\u306eCoT\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001AI\u304c\u3088\u308a\u8907\u96d1\u306a\u63a8\u8ad6\u30bf\u30b9\u30af\u3092\u89e3\u304f\u80fd\u529b\u304c\u5411\u4e0a\u3059\u308b\u3053\u3068\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u6b21\u306e\u3088\u3046\u306a\u4f8b\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u3001\u6a19\u6e96\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u3063\u305f\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u8cea\u554f:<\/strong> \u3053\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5947\u6570\u3092\u5408\u8a08\u3059\u308b\u3068\u5076\u6570\u306b\u306a\u308a\u307e\u3059\u304b\uff1f\uff1a4\u30018\u30019\u300115\u300112\u30012\u30011<br><strong>\u56de\u7b54:<\/strong> \u5947\u6570\u3092\u5168\u3066\u52a0\u3048\u308b\u3068(9, 15, 1)25\u306b\u306a\u308a\u307e\u3059\u3002\u7b54\u3048\u306fFalse\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u306b\u3001CoT\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3092\u4f7f\u3063\u305f\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u8cea\u554f:<\/strong> \u3053\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5947\u6570\u3092\u5408\u8a08\u3059\u308b\u3068\u5076\u6570\u306b\u306a\u308a\u307e\u3059\u304b\uff1f\uff1a4\u30018\u30019\u300115\u300112\u30012\u30011<br><strong>\u56de\u7b54:<\/strong> \u5947\u6570\u3092\u5168\u3066\u52a0\u3048\u308b\u3068(9, 15, 1)25\u306b\u306a\u308a\u307e\u3059\u3002\u307e\u305a\u3001\u5947\u6570\u306e9\u300115\u30011\u3092\u898b\u3064\u3051\u307e\u3059\u3002\u305d\u308c\u3089\u3092\u8db3\u3059\u306825\u306b\u306a\u308a\u307e\u3059\u300225\u306f\u5947\u6570\u306a\u306e\u3067\u7b54\u3048\u306fFalse\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u9014\u4e2d\u306e\u63a8\u8ad6\u624b\u9806\u3092\u542b\u3081\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u304c\u6b63\u78ba\u306a\u7b54\u3048\u3092\u5c0e\u304d\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Zero-shot CoT\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0<\/h3>\n\n\n\n<p>\u6b21\u306b\u3001Zero-shot CoT\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5143\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u300c\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u3067\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u300d\u3068\u3044\u3046\u6587\u8a00\u3092\u8ffd\u52a0\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002\u7c21\u5358\u306a\u554f\u984c\u3067\u8a66\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u3001\u6a19\u6e96\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u3063\u305f\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u8cea\u554f:<\/strong> \u79c1\u306f\u5e02\u5834\u306b\u884c\u3063\u306610\u500b\u306e\u30ea\u30f3\u30b4\u3092\u8cb7\u3044\u307e\u3057\u305f\u3002\u96a3\u4eba\u306b2\u3064\u3001\u4fee\u7406\u5de5\u306b2\u3064\u6e21\u3057\u307e\u3057\u305f\u3002\u305d\u308c\u304b\u30895\u3064\u306e\u30ea\u30f3\u30b4\u3092\u8cb7\u3063\u30661\u3064\u98df\u3079\u307e\u3057\u305f\u3002\u6b8b\u308a\u306f\u4f55\u500b\u3067\u3059\u304b\uff1f<br><strong>\u56de\u7b54:<\/strong> 11\u500b\u306e\u30ea\u30f3\u30b4<\/p>\n\n\n\n<p>\u3053\u306e\u56de\u7b54\u306f\u9593\u9055\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u6b21\u306bZero-shot CoT\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3092\u4f7f\u3063\u305f\u4f8b\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><strong>\u8cea\u554f:<\/strong> \u79c1\u306f\u5e02\u5834\u306b\u884c\u3063\u306610\u500b\u306e\u30ea\u30f3\u30b4\u3092\u8cb7\u3044\u307e\u3057\u305f\u3002\u96a3\u4eba\u306b2\u3064\u3001\u4fee\u7406\u5de5\u306b2\u3064\u6e21\u3057\u307e\u3057\u305f\u3002\u305d\u308c\u304b\u30895\u3064\u306e\u30ea\u30f3\u30b4\u3092\u8cb7\u3063\u30661\u3064\u98df\u3079\u307e\u3057\u305f\u3002\u6b8b\u308a\u306f\u4f55\u500b\u3067\u3059\u304b\uff1f\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u3067\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002<br><strong>\u56de\u7b54:<\/strong> \u6700\u521d\u306b\u300110\u500b\u306e\u30ea\u30f3\u30b4\u304b\u3089\u59cb\u3081\u307e\u3057\u305f\u3002\u96a3\u4eba\u3068\u4fee\u7406\u5de5\u306b\u5408\u308f\u305b\u3066\u3001\u30ea\u30f3\u30b4\u30922\u3064\u305a\u3064\u6e21\u3057\u3001\u6b8b\u308a\u306f6\u500b\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u6b21\u306b\u30015\u3064\u306e\u30ea\u30f3\u30b4\u3092\u8cb7\u3044\u300111\u500b\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u6700\u5f8c\u306b\u30011\u3064\u306e\u30ea\u30f3\u30b4\u3092\u98df\u3079\u305f\u305f\u3081\u3001\u6b8b\u308a\u306f10\u500b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u306e\u6307\u793a\u3092\u8ffd\u52a0\u3059\u308b\u3060\u3051\u3067\u3001\u30e2\u30c7\u30eb\u306e\u6b63\u78ba\u6027\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3059\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>CoT\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u306f\u3001\u7279\u306b\u4f8b\u3092\u305f\u304f\u3055\u3093\u7528\u610f\u3067\u304d\u306a\u3044\u5834\u5408\u306b\u975e\u5e38\u306b\u6709\u7528\u306a\u624b\u6cd5\u3067\u3059\u3002\u3053\u308c\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u306e\u63a8\u8ad6\u80fd\u529b\u3092\u5f15\u304d\u51fa\u3057\u3001\u3088\u308a\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001AI\u6280\u8853\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u306a\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u3067\u3059\u3002Zero-Shot\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3001Few-Shot\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u3001\u305d\u3057\u3066CoT\u30d7\u30ed\u30f3\u30d7\u30c6\u30a3\u30f3\u30b0\u306a\u3069\u306e\u624b\u6cd5\u3092\u7406\u89e3\u3057\u3001\u9069\u5207\u306b\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u3067\u3001AI\u306e\u80fd\u529b\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u304b\u3089\u3082\u3053\u306e\u5206\u91ce\u306e\u9032\u5316\u306b\u6ce8\u76ee\u3057\u306a\u304c\u3089\u3001\u65b0\u3057\u3044\u624b\u6cd5\u3092\u5b66\u3073\u3001\u5b9f\u8df5\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3001\u7686\u3055\u3093\u3002\u4eca\u65e5\u306f\u6700\u8fd1\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u300d\u306b\u3064\u3044\u3066\u304a\u8a71\u3057\u3057\u307e\u3059\u3002\u3053\u306e\u5206\u91ce\u306f\u3001AI\u306e\u529b\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u305f\u3081\u306e\u91cd\u8981\u306a\u6280\u8853\u3067\u3042\u308a\u3001\u7279\u306b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLMs\uff09\u306b\u95a2\u5fc3\u304c\u3042\u308b\u65b9\u306b\u306f\u5fc5\u898b\u306e\u5185\u5bb9 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2803,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"swell_btn_cv_data":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[56],"tags":[57],"class_list":["post-2797","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-chatgpt"],"aioseo_notices":[],"jetpack_sharing_enabled":true,"featured_image_src":"https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/%E3%83%97%E3%83%AD%E3%83%B3%E3%83%97%E3%83%88%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%83%AA%E3%83%B3%E3%82%B0%E5%85%A5%E9%96%80%EF%BC%9A%E5%8A%B9%E6%9E%9C%E7%9A%84%E3%81%AAAI%E3%83%97%E3%83%AD%E3%83%B3%E3%83%97%E3%83%88%E8%A8%AD%E8%A8%88%E3%81%AE%E3%83%86%E3%82%AF%E3%83%8B%E3%83%83%E3%82%AF%E3%81%A8%E5%AE%9F%E8%B7%B5%E6%96%B9%E6%B3%95%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6%E8%A7%A3%E8%AA%AC%EF%BC%81.png?resize=600%2C400&ssl=1","featured_image_src_square":"https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/%E3%83%97%E3%83%AD%E3%83%B3%E3%83%97%E3%83%88%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%83%AA%E3%83%B3%E3%82%B0%E5%85%A5%E9%96%80%EF%BC%9A%E5%8A%B9%E6%9E%9C%E7%9A%84%E3%81%AAAI%E3%83%97%E3%83%AD%E3%83%B3%E3%83%97%E3%83%88%E8%A8%AD%E8%A8%88%E3%81%AE%E3%83%86%E3%82%AF%E3%83%8B%E3%83%83%E3%82%AF%E3%81%A8%E5%AE%9F%E8%B7%B5%E6%96%B9%E6%B3%95%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6%E8%A7%A3%E8%AA%AC%EF%BC%81.png?resize=600%2C600&ssl=1","author_info":{"display_name":"comachi","author_link":"https:\/\/comachilab.jp\/blog\/author\/machiko\/"},"jetpack_featured_media_url":"https:\/\/i0.wp.com\/comachilab.jp\/blog\/wp-content\/uploads\/2024\/06\/%E3%83%97%E3%83%AD%E3%83%B3%E3%83%97%E3%83%88%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%83%AA%E3%83%B3%E3%82%B0%E5%85%A5%E9%96%80%EF%BC%9A%E5%8A%B9%E6%9E%9C%E7%9A%84%E3%81%AAAI%E3%83%97%E3%83%AD%E3%83%B3%E3%83%97%E3%83%88%E8%A8%AD%E8%A8%88%E3%81%AE%E3%83%86%E3%82%AF%E3%83%8B%E3%83%83%E3%82%AF%E3%81%A8%E5%AE%9F%E8%B7%B5%E6%96%B9%E6%B3%95%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6%E8%A7%A3%E8%AA%AC%EF%BC%81.png?fit=1080%2C1080&ssl=1","jetpack-related-posts":[],"jetpack_shortlink":"https:\/\/wp.me\/pgcvl9-J7","_links":{"self":[{"href":"https:\/\/comachilab.jp\/blog\/wp-json\/wp\/v2\/posts\/2797","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/comachilab.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/comachilab.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/comachilab.jp\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/comachilab.jp\/blog\/wp-json\/wp\/v2\/comments?post=2797"}],"version-history":[{"count":3,"href":"https:\/\/comachilab.jp\/blog\/wp-json\/wp\/v2\/posts\/2797\/revisions"}],"predecessor-version":[{"id":2882,"href":"https:\/\/comachilab.jp\/blog\/wp-json\/wp\/v2\/posts\/2797\/revisions\/2882"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/comachilab.jp\/blog\/wp-json\/wp\/v2\/media\/2803"}],"wp:attachment":[{"href":"https:\/\/comachilab.jp\/blog\/wp-json\/wp\/v2\/media?parent=2797"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/comachilab.jp\/blog\/wp-json\/wp\/v2\/categories?post=2797"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/comachilab.jp\/blog\/wp-json\/wp\/v2\/tags?post=2797"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}