0 selected Download Delete

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\u300c\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u3063\u3066\u805e\u3044\u305f\u3053\u3068\u3042\u308b\u3051\u3069\u3001\u4e00\u4f53\u4f55\uff1f\u300d<\/p>\n\n\n\n

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\u3053\u308c\u306f\u3001ChatGPT\u306e\u3088\u3046\u306a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u304c\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u4e8b\u524d\u306b\u5b66\u7fd2\u3057\u3066\u304a\u308a\u3001\u8a00\u8a9e\u306e\u30d1\u30bf\u30fc\u30f3\u3084\u4e8b\u5b9f\u95a2\u4fc2\u3001\u6587\u8108\u306a\u3069\u3092\u3059\u3067\u306b\u7406\u89e3\u3057\u3066\u3044\u308b\u305f\u3081\u306b\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u306e\u304a\u304b\u3052\u3067\u3001\u79c1\u305f\u3061\u306f\u7279\u5225\u306a\u6e96\u5099\u3092\u3059\u308b\u3053\u3068\u306a\u304f\u3001AI\u306b\u591a\u7a2e\u591a\u69d8\u306a\u8cea\u554f\u3084\u304a\u9858\u3044\u3092\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n

\u3053\u3061\u3089\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u3067\u63a8\u8ad6\u3092\u884c\u3046\u80fd\u529b\u306b\u3064\u3044\u3066\u8ad6\u3058\u305f foundational\uff08\u57fa\u790e\u7684\u306a\uff09\u8ad6\u6587\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 https:\/\/arxiv.org\/abs\/2205.11916<\/a><\/p>\n\n\n\n

Few-Shot\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306e\u9055\u3044\u306f\u300c\u5177\u4f53\u4f8b\u306e\u6709\u7121\u300d<\/h3>\n\n\n\n

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\u3053\u308c\u306b\u3088\u308a\u3001AI\u306f\u30e6\u30fc\u30b6\u30fc\u304c\u3069\u306e\u3088\u3046\u306a\u56de\u7b54\u3092\u6c42\u3081\u3066\u3044\u308b\u306e\u304b\u3092\u3088\u308a\u6b63\u78ba\u306b\u5b66\u7fd2\u3057\u3001\u671f\u5f85\u306b\u8fd1\u3044\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u751f\u6210\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u3061\u3089\u306f\u3001Few-Shot\u5b66\u7fd2\u306e\u6982\u5ff5\u3092\u5e83\u304f\u77e5\u3089\u3057\u3081\u305fGPT-3\u306b\u95a2\u3059\u308b\u72ec\u5275\u7684\u306a\u8ad6\u6587\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 https:\/\/proceedings.neurips.cc\/paper\/2020\/file\/1457c0d6bfcb4967418bfb8ac142f64a-Paper.pdf<\/a><\/p>\n\n\n\n

<\/figure>\n\n\n\n

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\n
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   \u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001\u305d\u306e\u624b\u8efd\u3055\u3067\u3059\u3002Few-Shot\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u3088\u3046\u306b\u3001AI\u306b\u30bf\u30b9\u30af\u3092\u7406\u89e3\u3055\u305b\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u5177\u4f53\u4f8b\u3092\u8003\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/p>\n\n\n\n

   \u4f55\u304b\u77e5\u308a\u305f\u3044\u3053\u3068\u3084\u3001\u3084\u3063\u3066\u307b\u3057\u3044\u4f5c\u696d\u304c\u601d\u3044\u6d6e\u304b\u3093\u3060\u3089\u3001\u305d\u306e\u5185\u5bb9\u3092\u76f4\u63a5\u30c6\u30ad\u30b9\u30c8\u3067\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u3059\u3002<\/p>\n\n\n\n

   \u3053\u306e\u30b9\u30d4\u30fc\u30c9\u611f\u306f\u3001\u65e5\u5e38\u7684\u306a\u60c5\u5831\u53ce\u96c6\u3084\u3001\u6025\u304e\u306e\u6587\u7ae0\u4f5c\u6210\u3001\u30a2\u30a4\u30c7\u30a2\u306e\u58c1\u6253\u3061\u306a\u3069\u3001\u69d8\u3005\u306a\u30b7\u30fc\u30f3\u3067\u5927\u304d\u306a\u5f37\u307f\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

   \u7279\u5225\u306a\u77e5\u8b58\u3084\u6e96\u5099\u304c\u306a\u304f\u3066\u3082\u3001\u8ab0\u3067\u3082\u3059\u3050\u306bAI\u306e\u529b\u3092\u501f\u308a\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n

   \u5e45\u5e83\u3044\u8cea\u554f\u306b\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u308b<\/h3>\n\n\n\n

   \u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u306b\u7279\u5316\u3057\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u975e\u5e38\u306b\u5e45\u5e83\u3044\u8cea\u554f\u3084\u8981\u6c42\u306b\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n

   \u3053\u308c\u306f\u3001AI\u304c\u4e8b\u524d\u306b\u5b66\u7fd2\u3057\u305f\u81a8\u5927\u306a\u77e5\u8b58\u3092\u57fa\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6307\u793a\u306e\u610f\u56f3\u3092\u63a8\u6e2c\u3057\u3066\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n

   \u4f8b\u3048\u3070\u3001\u300c\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u65b0\u3057\u3044\u30a2\u30a4\u30c7\u30a2\u30925\u3064\u6559\u3048\u3066\u300d\u3068\u3044\u3063\u305f\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306a\u8981\u6c42\u304b\u3089\u3001\u300c\u3053\u306e\u82f1\u6587\u3092\u65e5\u672c\u8a9e\u306b\u7ffb\u8a33\u3057\u3066\u300d\u3068\u3044\u3063\u305f\u5b9f\u7528\u7684\u306a\u30bf\u30b9\u30af\u307e\u3067\u3001\u4e00\u3064\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u5f62\u5f0f\u3067\u5bfe\u5fdc\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

   \u3053\u306e\u3088\u3046\u306b\u3001\u7279\u5b9a\u306e\u5c02\u9580\u5206\u91ce\u306b\u9650\u5b9a\u3055\u308c\u305a\u3001\u591a\u5c90\u306b\u308f\u305f\u308b\u30c6\u30fc\u30de\u306b\u3064\u3044\u3066\u5bfe\u8a71\u3067\u304d\u308b\u6c4e\u7528\u6027\u306e\u9ad8\u3055\u306f\u3001\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5927\u304d\u306a\u9b45\u529b\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

   \u30d7\u30ed\u30f3\u30d7\u30c8\u4f5c\u6210\u306e\u624b\u9593\u304c\u304b\u304b\u3089\u306a\u3044<\/h3>\n\n\n\n

   \u57fa\u672c\u7684\u306b\u306f\u3001\u81ea\u5206\u304c\u77e5\u308a\u305f\u3044\u3053\u3068\u3001\u3084\u3063\u3066\u307b\u3057\u3044\u3053\u3068\u3092\u81ea\u7136\u306a\u6587\u7ae0\u3067\u4f1d\u3048\u308b\u3060\u3051\u3067\u6e08\u307f\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n

   Few-Shot\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u306f\u3001AI\u306e\u6027\u80fd\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u305f\u3081\u306b\u3001\u8cea\u306e\u9ad8\u3044\u5177\u4f53\u4f8b\u3092\u614e\u91cd\u306b\u9078\u3093\u3067\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a2d\u8a08\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

   \u3053\u306e\u4f5c\u696d\u306f\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u300d\u3068\u3082\u547c\u3070\u308c\u3001\u6642\u306b\u306f\u6642\u9593\u3068\u8a66\u884c\u932f\u8aa4\u3092\u8981\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

   \u3057\u304b\u3057\u3001\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u8907\u96d1\u306a\u8a2d\u8a08\u306f\u4e0d\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

   \u30d7\u30ed\u30f3\u30d7\u30c8\u4f5c\u6210\u306b\u304b\u304b\u308b\u5fc3\u7406\u7684\u306a\u30cf\u30fc\u30c9\u30eb\u3084\u4f5c\u696d\u8ca0\u8377\u304c\u975e\u5e38\u306b\u4f4e\u3044\u305f\u3081\u3001AI\u3068\u306e\u5bfe\u8a71\u3092\u6c17\u8efd\u306b\u59cb\u3081\u3089\u308c\u308b\u70b9\u304c\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n

   \u3053\u3061\u3089\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6280\u8853\u3068\u5fdc\u7528\u306b\u3064\u3044\u3066\u4f53\u7cfb\u7684\u306b\u307e\u3068\u3081\u305f\u30b5\u30fc\u30d9\u30a4\u8ad6\u6587\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 https:\/\/arxiv.org\/abs\/2402.07927<\/a><\/p>\n\n\n\n

   \u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\u3068\u5bfe\u7b56<\/h2>\n\n\n\n

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   \n
   1. \u56de\u7b54\u306e\u7cbe\u5ea6\u304c\u5b89\u5b9a\u3057\u306b\u304f\u3044<\/li>\n\n\n\n
   2. \u8907\u96d1\u3067\u5c02\u9580\u7684\u306a\u30bf\u30b9\u30af\u306b\u306f\u5411\u304b\u306a\u3044<\/li>\n\n\n\n
   3. \u610f\u56f3\u3057\u306a\u3044\u56de\u7b54\u304c\u51fa\u529b\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b<\/li>\n<\/ol>\n\n\n\n

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      \u56de\u7b54\u306e\u7cbe\u5ea6\u304c\u5b89\u5b9a\u3057\u306b\u304f\u3044<\/h3>\n\n\n\n

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      \u307e\u305f\u3001\u5c02\u9580\u7528\u8a9e\u3092\u4f7f\u3046\u969b\u306f\u305d\u306e\u5b9a\u7fa9\u3092\u6dfb\u3048\u305f\u308a\u3001\u80cc\u666f\u60c5\u5831\u3092\u88dc\u8db3\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3067\u3001AI\u3068\u306e\u8a8d\u8b58\u306e\u30ba\u30ec\u3092\u9632\u304e\u3001\u3088\u308a\u610f\u56f3\u306b\u6cbf\u3063\u305f\u56de\u7b54\u3092\u5f97\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

      \u3053\u3061\u3089\u306f\u3001AI\u304c\u4e8b\u5b9f\u306b\u57fa\u3065\u304b\u306a\u3044\u60c5\u5831\u3092\u751f\u6210\u3059\u308b\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3068\u305d\u306e\u5bfe\u7b56\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u305f\u8a18\u4e8b\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

      \n

      ChatGPT\u306e\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u5bfe\u7b56\u5b8c\u5168\u30ac\u30a4\u30c9\uff01\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a73\u3057\u304f\u7d39\u4ecb<\/a><\/blockquote>