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\u3064\u3089\u304d\u5fc3\u306f\u3000\u5149\u306a\u308a\u3051\u308a<\/li>\n<li>\u6545\u90f7\u306e\u3000\u3042\u3068\u3092\u5c0b\u306d\u3066\u3000\u590f\u8349\u306e\u3000\u8302\u307f\u306b\u304b\u304b\u308b\u3000\u5c3e\u91ce\u306e\u901a\u3072\u8def<\/li>\n<li>\u3057\u304d\u305f\u3078\u306e\u3000\u6795\u306b\u6163\u308c\u3057\u3000\u5922\u306a\u3089\u3070\u3000\u3046\u3064\u3064\u3092\u3060\u306b\u3082\u3000\u8ab0\u304b\u983c\u307e\u3080<\/li>\n<\/ol>\n<\/div>\n<p>\u3000\u3069\u3053\u3068\u306a\u304f\u53e4\u4eca\u548c\u6b4c\u96c6\u3092\u601d\u308f\u305b\u308b\u98a8\u60c5\u3060\u304c\u3001\u5b9f\u306f\u3053\u308c\u3059\u3079\u3066AI\u304c\u81ea\u52d5\u751f\u6210\u3057\u305f\u4f5c\u54c1\u306a\u306e\u3067\u3042\u308b\u3002<\/p>\n<p>\u30002\u30013\u30015\u306e\u3088\u3046\u306b1\u9996\u306e\u4e2d\u306b\u300c\u6885\u300d\u300c\u7d05\u8449\u300d\u300c\u5c71\u300d\u306a\u3069\u3001\u901a\u5e38\u306f\u7981\u5247\u3068\u3055\u308c\u308b\u540c\u4e00\u5358\u8a9e\u306e\u518d\u51fa\u304c\u307f\u3089\u308c\u308b\u3082\u306e\u306e\u3001\u305d\u308c\u3082\u304b\u3048\u3063\u3066\u65ac\u65b0\u306a\u767a\u60f3\u306e\u3088\u3046\u306b\u611f\u3058\u3089\u308c\u308b\u30021\u306e\u300c\u304a\u3082\u3072\u3042\u304b\u3057\u300d\u306b\u304a\u3051\u308b\u300c\u660e\u77f3\u300d\u3068\u300c\u660e\u304b\u3057\u300d\u306e\u639b\u8a5e\u30012\u306e\u300c\u6885\u300d\u3068\u300c\u9daf\u300d\u306e\u5b63\u7bc0\u611f\u306e\u4e00\u81f4\u30015\u306e\u300c\u307f\u5409\u91ce\u300d\u3068\u300c\u5c71\u306e\u90fd\u300d\u30016\u306e\u300c\u86cd\u300d\u3068\u300c\u5149\u300d\u30018\u306e\u300c\u5922\u300d\u3068\u300c\u3046\u3064\u3064\u300d\u306e3\u9996\u306b\u304a\u3051\u308b\u7e01\u8a9e\u30013\u306e\u300c\u3053\u305d\u2026\u2026\u3051\u308c\u300d\u306e\u4fc2\u7d50\u3073\u30018\u306e\u300c\u6795\u300d\u306e\u6795\u8a5e\u300c\u3057\u304d\u305f\u3078\u306e\u300d\u306a\u3069\u3001\u4fee\u8f9e\u7684\u306b\u3082\u6587\u6cd5\u7684\u306b\u3082\u30df\u30b9\u304c\u898b\u3089\u308c\u306a\u3044\u3002\u3080\u308d\u3093\u751f\u6210\u3057\u305f\u3059\u3079\u3066\u304c\u3053\u306e\u3088\u3046\u306a\u79c0\u9996\u3068\u306f\u9650\u3089\u305a\u3001\u81a8\u5927\u306b\u751f\u6210\u3057\u305f\u3082\u306e\u3092\u3001\u548c\u6b4c\u306e\u5c02\u9580\u5bb6\uff08\u5f8c\u8ff0\u306e\u91d1\u4e2d\u6c0f\uff09\u304c\u9078\u9996\u3057\u305f\u3082\u306e\u3067\u3042\u308b\u3002 <\/p>\n<p>\u3000Waka VT\u3068\u547d\u540d\u3055\u308c\u305f\u548c\u6b4c\u751f\u6210\u30e2\u30c7\u30eb\u3092\u7814\u7a76\u958b\u767a\u3057\u305f\u306e\u306f\u3001\u897f\u5b89\u4ea4\u901a\u5927\u5b66\u306e\u5c02\u9580\u5bb6\u306b\u3088\u308b\u5408\u540c\u7814\u7a76\u30c1\u30fc\u30e0<sup><a href=\"#footnote\">[1]<\/a><\/sup>\u3067\u3001\u30e1\u30f3\u30d0\u30fc\u306f\u4ee5\u4e0b\u306e5\u540d\uff08\u656c\u79f0\u7565\uff09\u3002\u91d1\u4e2d\uff08\u5916\u56fd\u8a9e\u5b66\u90e8\u65e5\u672c\u8a9e\u79d1\u6559\u6388\uff09\u3001\u6b66\u77f3\u60a0\u971e\uff08\u540c\u5b66\u90e8\u535a\u58eb\u8ab2\u7a0b\u5927\u5b66\u9662\u751f\uff09\u3001\u694a\u65b0\u5b87\uff08\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u79d1\u6559\u6388\uff09\u3001\u7f85\u6676\uff08\u540c\u5b66\u79d1\u535a\u58eb\u8ab2\u7a0b\u5927\u5b66\u9662\u751f\uff09\u3001\u725b\u660e\u8ed2\uff08\u540c\u5b66\u79d1\u4fee\u58eb\u8ab2\u7a0b\u5927\u5b66\u9662\u751f\uff09\u3002<\/p>\n<p><figure id=\"attachment_31270\" aria-describedby=\"caption-attachment-31270\" style=\"width: 300px\" class=\"wp-caption alignright\"><a href=\"https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image2.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image2.jpg?resize=300%2C225&#038;ssl=1\" alt=\"\u300c\u3086\u3081\u300d\u3092\u30ad\u30fc\u30ef\u30fc\u30c9\u306b\u3057\u305f\u548c\u6b4c\u304c\u30b9\u30af\u30ea\u30fc\u30f3\u306b\" width=\"300\" height=\"225\" class=\"size-medium wp-image-31270\" srcset=\"https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image2.jpg?resize=300%2C225&amp;ssl=1 300w, https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image2.jpg?resize=1024%2C768&amp;ssl=1 1024w, https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image2.jpg?resize=768%2C576&amp;ssl=1 768w, https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image2.jpg?resize=678%2C509&amp;ssl=1 678w, https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image2.jpg?resize=326%2C245&amp;ssl=1 326w, https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image2.jpg?resize=80%2C60&amp;ssl=1 80w, https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image2.jpg?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><figcaption id=\"caption-attachment-31270\" class=\"wp-caption-text\">\u300c\u3086\u3081\u300d\u3092\u30ad\u30fc\u30ef\u30fc\u30c9\u306b\u3057\u305f\u548c\u6b4c\u304c\u30b9\u30af\u30ea\u30fc\u30f3\u306b<\/figcaption><\/figure>\u3000\u3055\u308b7\u670810\u65e5\u3001\u897f\u5b89\u306b\u51fa\u5f35\u3057\u540c\u5927\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5b66\u79d1\u3092\u8a2a\u554f\u3059\u308b\u6a5f\u4f1a\u304c\u3042\u3063\u305f\u3002\u7f85\u3055\u3093\u3001\u725b\u3055\u3093\u304b\u3089Waka VT\u306b\u3064\u3044\u3066\u306e\u8aac\u660e\u3092\u3046\u304b\u304c\u3044\u3001\u5b9f\u6f14\u3057\u3066\u3044\u305f\u3060\u3044\u305f\u3002\u540c\u30e2\u30c7\u30eb\u3067\u306e\u300c\u3042\u306f\u308c\u300d\u300c\u3046\u3081\u300d\u306a\u3069\u983b\u51fa\u5358\u8a9e\u306e\u30ea\u30b9\u30c8\u3092\u793a\u3055\u308c\u305f\u3046\u3048\u3067\u3001\u4f55\u304b\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u6307\u5b9a\u305b\u3088\u3068\u3044\u3046\u306e\u3067\u3001\u300c\u3086\u3081\u300d\u3092\u6307\u793a\u3059\u308b\u3068\u3001\u305f\u3061\u3069\u3053\u308d\u306b10\u79d2\u4f59\u308a\u306e\u9593\u306b50\u9996\u306e\u4f5c\u54c1\u304c\u30b9\u30af\u30ea\u30fc\u30f3\u306b\u73fe\u308c\u3066\u304d\u305f\u3002<\/p>\n<p>\u3000\u4eca\u56de\u306f\u51fa\u7248\u696d\u754c\u3092\u96e2\u308c\u3066\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u79d1\u5b66\u304c\u5207\u308a\u958b\u304f\u65e5\u4e2d\u6587\u5316\u4ea4\u6d41\u306e\u65b0\u305f\u306a\u9801\u3092\u7d39\u4ecb\u3057\u305f\u3044<sup><a href=\"#footnote\">[2]<\/a><\/sup>\u3002<\/p>\n<h3 class=\"selector3\">AI\u81ea\u52d5\u751f\u6210\u306e\u5148\u99c6\u3001\u4ff3\u53e5\u30fb\u77ed\u6b4c\u30fb\u6f22\u8a69<\/h3>\n<p>\u3000\u4ff3\u53e5\u306e\u81ea\u52d5\u751f\u6210\u306b\u95a2\u3057\u3066\u306f\u3001\u6545\u6c34\u8c37\u9759\u592b\u6c0f\u306e\u7591\u4f3c\u4ff3\u53e5\u751f\u6210\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u8a66\u4f5c\u306b\u30d2\u30f3\u30c8\u3092\u5f97\u3066\u3001\u65b0\u7530\u7fa9\u5f66\u304c\u51fd\u6570\u578b\u6587\u6cd5\u306b\u3088\u308b\u4ff3\u53e5\u306e\u89e3\u91c8\u3068\u751f\u6210\u3092\u884c\u3063\u3066\u3044\u305f<sup><a href=\"#footnote\">[3]<\/a><\/sup>\u3002\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u306e\u8a69\u4f5c\u3068\u3057\u3066\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u78ba\u7387\u7684\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08NPLM\uff09\u3092\u4f7f\u3063\u3066\u306e\u4ff3\u53e5\u306e\u81ea\u52d5\u751f\u6210\u304c\u4f01\u3066\u3089\u308c\u305f\u3002\u4eac\u90fd\u5de5\u82b8\u7e4a\u7dad\u5927\u5b66\u5927\u5b66\u9662\u5de5\u82b8\u79d1\u5b66\u7814\u7a76\u79d1\u306e\u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u306f\u3001\u73fe\u4ee3\u4ff3\u53e5\u5354\u4f1a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3088\u308a1\u4e075775\u53e5\u3001\u4f0a\u85e4\u5712\u304a\u30fc\u3044\u304a\u8336\u4ff3\u53e5\u5927\u8cde\u306e\u512a\u79c0\u8cde851\u53e5\u3092\u53ce\u96c6\u3057\u3066\u5f62\u614b\u7d20\u89e3\u6790\u3092\u884c\u3063\u3066\u81ea\u52d5\u751f\u6210\u3092\u3057\u3001\u5b8c\u5168\u30b3\u30d4\u30fc\u306e\u4ff3\u53e5\u3092\u5c11\u306a\u304f\u3057\u3001\u8a55\u4fa1\u5b9f\u9a13\u306e\u305f\u3081\u306e\u30a2\u30f3\u30b1\u30fc\u30c8\u3092\u884c\u3063\u3066AI\u306b\u5b66\u7fd2\u3055\u305b\u3001SeqGAN\u306b\u3088\u308b\u4ff3\u53e5\u751f\u6210\u3092\u958b\u767a\u3057\u4eba\u306e\u8a60\u3093\u3060\u4ff3\u53e5\u306b\u8fd1\u3044\u4e3b\u89b3\u8a55\u4fa1\u304c\u5f97\u3089\u308c\u308b\u3088\u3046\u306a\u4ff3\u53e5\u306e\u751f\u6210\u3092\u884c\u306a\u3063\u305f<sup><a href=\"#footnote\">[4]<\/a><\/sup>\u3002<\/p>\n<p>\u3000\u4ed6\u306b\u3082AI\u306b\u3088\u308b\u4ff3\u53e5\u751f\u6210\u306e\u8a66\u307f\u3068\u3057\u3066\u5ca9\u624b\u770c\u7acb\u5927\u5b66<sup><a href=\"#footnote\">[5]<\/a><\/sup>\u3084\u3001\u5199\u771f\u3092\u30e2\u30c1\u30fc\u30d5\u753b\u50cf\u3068\u3057\u3066\u56f3\u50cf\u8b58\u5225\u306e\u6df1\u5c64\u5b66\u7fd2\u3092\u7528\u3044\u3066\u4ff3\u53e5\u3068\u753b\u50cf\u306e\u30de\u30c3\u30c1\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u305f\u3046\u3048\u3067\u4ff3\u53e5\u751f\u6210\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u305f\u3001\u5317\u6d77\u9053\u5927\u5b66\u5de5\u5b66\u90e8\u3068\u540c\u5927\u5927\u5b66\u9662\u60c5\u5831\u79d1\u5b66\u7814\u7a76\u79d1\u306e\u7814\u7a76\u30c1\u30fc\u30e0\u304c\u3042\u308b\u3002<\/p>\n<p>\u3000\u77ed\u6b4c\u306b\u95a2\u3057\u3066\u306f\u3001NTT\u30ec\u30be\u30ca\u30f3\u30c8\u304c\u3001\u4e0e\u8b1d\u91ce\u6676\u5b50\u3001\u5ca1\u672c\u304b\u306e\u5b50\u3001\u67f3\u539f\u767d\u84ee\u3001\u4e5d\u6761\u6b66\u5b50\u3001\u539f\u963f\u4f50\u7dd2\u30895\u4eba\u306e\u8fd1\u4ee3\u5973\u6027\u6b4c\u4eba\u306e\u4f5c\u54c1\u3092\u306f\u3058\u30815000\u9996\u3092\u30c7\u30fc\u30bf\u5316\u3057\u3066AI\u306b\u8aad\u307f\u8fbc\u307e\u305b\u77ed\u6b4c\u751f\u6210\u3092\u884c\u3046\u30e2\u30c7\u30eb\u300c\u6b4c\u4ebaAI\u300d\u3092\u8a66\u4f5c\u3057\u305f<sup><a href=\"#footnote\">[6]<\/a><\/sup>\u3002<\/p>\n<p>\u3000\u3055\u3089\u306b\u6f22\u8a69\u306b\u95a2\u3057\u3066\u306f\u3001\u6e05\u83ef\u5927\u5b66AI\u7814\u7a76\u9662\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3068\u793e\u4f1a\u4eba\u6587\u8a08\u7b97\u7814\u7a76\u30bb\u30f3\u30bf\u30fc\u306eTHUAIPoet\u30c1\u30fc\u30e0\uff08\u30ea\u30fc\u30c0\u30fc\u306f\u540c\u30bb\u30f3\u30bf\u30fc\u4e3b\u4efb\u306e\u5b6b\u8302\u677e\u6559\u6388\uff09\u304c\u958b\u767a\u3057\u305f\u4e2d\u56fd\u6587\u5b66\u8a69\u6b4c\u81ea\u52d5\u751f\u6210\u30b7\u30b9\u30c6\u30e0\u300c\u4e5d\u6b4c\u300d\u304c\u4eca\u306e\u3068\u3053\u308d\u6700\u3082\u512a\u308c\u305f\u30bd\u30d5\u30c8\u3068\u8a00\u308f\u308c\u3066\u3044\u308b\u300280\u4e07\u9996\u3092\u8d85\u3048\u308b\u3053\u308c\u307e\u3067\u4eba\u304c\u5275\u4f5c\u3057\u305f\u8a69\u6b4c\u3092AI\u306b\u5b66\u7fd2\u3055\u305b\u3066\u958b\u767a\u3057\u305f\u3082\u306e\u3067\u3001\u3053\u308c\u307e\u3067\u30e6\u30fc\u30b6\u30fc\u306e\u8981\u671b\u306b\u5fdc\u3058\u3066700\u4e07\u9996\u3092\u8d85\u3048\u308b\u8a69\u6b4c\u3092\u5275\u4f5c\u3057\u3066\u304d\u305f\u3002\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u6307\u5b9a\u3059\u308c\u3070\u6f22\u8a69\u3092\u751f\u6210\u3057\u3066\u304f\u308c\u308b\u3002\u7d76\u53e5\u30fb\u8535\u982d\u8a69\u30fb\u5f8b\u8a69\u30fb\u8a5e\u306a\u3069\u69d8\u3005\u306a\u8a69\u4f53\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b<sup><a href=\"#footnote\">[7]<\/a><\/sup>\u3002\u8a66\u307f\u306b\u300c\u5922\u5883\uff08\u5922\u306e\u4e16\u754c\uff09\u300d\u3068\u5165\u529b\u3057\u3066\u307f\u308b\u3068\u3001\u77ac\u6642\u306b\u3057\u3066<\/p>\n<div class=\"simplebox\">\u5922\u5883\u5875\u57c3\u5916\u3000\uff0f\u3000\u751f\u6daf\u9053\u8def\u8fba\u3000\uff0f\u3000\u5ba2\u6765\u7121\u4e00\u4e8b\u3000\uff0f\u3000\u72ec\u5ea7\u5bfe\u5e8a\u7720<\/div>\n<p>\u3068\u3044\u3046\u4e94\u8a00\u7d76\u53e5\u304c\u51fa\u6765\u4e0a\u304c\u3063\u305f\uff08\u51fa\u6765\u6804\u3048\u306e\u307b\u3069\u3092\u8a55\u5b9a\u3059\u308b\u6f22\u8a69\u306e\u7d20\u990a\u306f\u6301\u3061\u5408\u308f\u305b\u3066\u3044\u306a\u3044\uff09\u3002\u3055\u3089\u306b\u985e\u4f3c\u306e\u53e4\u4eba\u306e\u8a69\u4f5c\u3068\u3057\u3066\u3001\u5b8b\u306e\u5bc7\u51c6\u3068\u3044\u3046\u4eba\u306e\u3001<\/p>\n<div class=\"simplebox\">\u5f80\u4e8b\u90fd\u5982\u5922\u3000\uff0f\u3000\u6d41\u5e74\u53ea\u65ad\u9b42\u3000\uff0f\u3000\u4e0d\u582a\u6625\u5c3d\u65e5\u3000\uff0f\u3000\u7d30\u96e8\u6b32\u9ec4\u660f<\/div>\n<p>\u3068\u3044\u3046\u4e94\u8a00\u7d76\u53e5\u304c\u63b2\u793a\u3055\u308c\u305f\u3002<\/p>\n<h3 class=\"selector3\">Waka VT\u306e\u30e2\u30c7\u30eb\u69cb\u7bc9<\/h3>\n<p>\u3000\u897f\u5b89\u4ea4\u901a\u5927\u5b66\u304c\u958b\u767a\u3057\u305fWaka VT\u30e2\u30c7\u30eb\u306b\u306f\u3001\u56fd\u969b\u65e5\u672c\u6587\u5316\u7814\u7a76\u30bb\u30f3\u30bf\u30fc\u306e\u300c\u548c\u6b4c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u300d\uff088\uff5e16\u4e16\u7d00\u306e\u300e\u4e07\u8449\u96c6\u300f\u300121\u4ee3\u96c6\u3001\u79c1\u5bb6\u96c6\u306a\u3069\u306e\u548c\u6b4c17\u4e071801\u9996\uff09<sup><a href=\"#footnote\">[8]<\/a><\/sup>\u304c\u5165\u529b\u3055\u308c\u3066\u3044\u308b\u3002\u56fd\u7acb\u56fd\u8a9e\u7814\u7a76\u6240\u306e\u5f62\u614b\u7d20\u89e3\u6790\u30c4\u30fc\u30eb\u300cWeb\u8336\u307e\u3081\u300d<sup><a href=\"#footnote\">[9]<\/a><\/sup>\u3092\u4f7f\u3063\u3066\u5206\u8a5e\u51e6\u7406\u3092\u3057\u305f\u3042\u3068\u3001\u65e5\u6587\u7814\u306e\u548c\u6b4c\u306f\u3059\u3079\u3066\u300c\u304b\u306a\u300d\u3067\u300c\u3046\u304f\u3072\u3059\u300d\u300c\u3082\u307f\u3061\u300d\u306a\u3069\u6fc1\u70b9\u8868\u793a\u304c\u306a\u3044\u306e\u3067\u3001\u9069\u5b9c\u6fc1\u70b9\u3092\u3064\u3051\u305f\u30c7\u30fc\u30bf\u304c\u7528\u3044\u3089\u308c\u305f\u3002<\/p>\n<p>\u3000\u751f\u6210\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u306b\u5f53\u305f\u3063\u3066\u306f\u4ff3\u53e5\u306e\u30cb\u30e5\u30fc\u30ed\u30f3\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u5fdc\u7528\u3057\u305f\u304c\u3001\u548c\u6b4c\u306f\u4ff3\u53e5\u306b\u6bd4\u3079\u3066\u97f3\u6570\u304c\u591a\u304f\u3001575\u306e\u4e0a\u306e\u53e5\u306877\u306e\u4e0b\u306e\u53e5\u306e\u9023\u95a2\u6027\u304c\u6c42\u3081\u3089\u308c\u3001\u4ff3\u53e5\u306e\u3088\u3046\u306a\u56db\u5b63\u306e\u666f\u89b3\u3060\u3051\u3067\u306a\u304f\u3001\u4eba\u751f\u306e\u54f2\u7406\u3084\u751f\u6d3b\u306e\u611f\u60c5\u306b\u3064\u3044\u3066\u306e\u30c6\u30fc\u30de\u306b\u95a2\u308f\u308b\u306e\u3067\u3001\u611f\u6027\u5de5\u5b66\u60c5\u5831\u306e\u51e6\u7406\u3082\u6c42\u3081\u3089\u308c\u308b\u3002\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u8a00\u8a9e\u51e6\u7406\u3068\u3057\u3066\u306f\u3001\u300c\u96a0\u5909\u91cf\u5e8f\u5217\uff08a sequence of latent variables\uff09\u300d\u3068\u300c\u591a\u5c64\u878d\u5408\u81ea\u5df1\u6ce8\u610f\u30e1\u30ab\u30cb\u30ba\u30e0\uff08Fused Multi-level Self Attention Mechanism\uff09\u300d\u3092\u63a1\u7528\u3057\u305f\u3002<\/p>\n<p>\u3000\u3053\u308c\u4ee5\u4e0a\u306e\u8a08\u7b97\u6a5f\u79d1\u5b66\u4e0a\u306e\u8aac\u660e\u306f\u5831\u544a\u8005\u306e\u624b\u306b\u4f59\u308b\u3002\u305d\u3053\u3067\u3001\u958b\u767a\u30c1\u30fc\u30e0\u306e\u3054\u8aac\u660e<sup><a href=\"#footnote\">[10]<\/a><\/sup>\u3092\u62dd\u501f\u3059\u308b\u3068\u3001\u3053\u3046\u3044\u3046\u3053\u3068\u3060\u305d\u3046\u3060\u3002<\/p>\n<blockquote><p>\n\u3000Waka VT\u306f\u30b7\u30fc\u30b1\u30f3\u30b7\u30e3\u30eb\u5909\u5206\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u306b\u57fa\u3065\u3044\u3066\u548c\u6b4c\u3092\u751f\u6210\u3059\u308b\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3002\u6761\u4ef6\u4ed8\u304d\u5909\u5206\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u53ca\u3073\u81ea\u5df1\u6ce8\u610f\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u6307\u5b9a\u3055\u308c\u305f\u30ad\u30fc\u30ef\u30fc\u30c9\u306b\u57fa\u3065\u3044\u3066\u548c\u6b4c\u3092\u81ea\u52d5\u7684\u306b\u751f\u6210\u3059\u308b\u3002<\/p>\n<p>\u3000Waka VT\u30e2\u30c7\u30eb\u306f\u307e\u305a\u4ed8\u52a0\u7684\u306a\u30de\u30b9\u30af\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u7528\u3044\u30665\u30fb7\u30fb5\u30fb7\u30fb7\u306e\u4eee\u540d\u6570\u306b\u306a\u308b\u3088\u3046\u306b\u548c\u6b4c\u3092\u751f\u6210\u3057\u3001\u6b21\u306b\u96a0\u308c\u305f\u5909\u6570\u30b7\u30fc\u30b1\u30f3\u30b9\u3092\u7528\u3044\u3066\u548c\u6b4c\u306e\u5358\u8a9e\u30ec\u30d9\u30eb\u306e\u5909\u52d5\u3092\u30e2\u30c7\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u3001\u751f\u6210\u3055\u308c\u305f\u548c\u6b4c\u306e\u72ec\u5275\u6027\u3068\u591a\u69d8\u6027\u3092\u9ad8\u3081\u308b\u3002<\/p>\n<p>\u3000\u3055\u3089\u306b\u3001\u548c\u6b4c\u306e\u30de\u30eb\u30c1\u30ec\u30d9\u30eb\u8a00\u8a9e\u69cb\u9020\u306e\u7279\u5fb4\u3092\u9451\u307f\u3066\u3001\u30de\u30eb\u30c1\u30ec\u30d9\u30eb\u878d\u5408\u81ea\u5df1\u6ce8\u610f\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u99c6\u4f7f\u3057\u3001\u8a00\u8a9e\u306e\u6d41\u66a2\u3055\u3001\u5185\u5bb9\u306e\u4e00\u8cab\u6027\u3001\u53ca\u3073\u82b8\u8853\u7684\u6982\u5ff5\u306e\u8996\u70b9\u304b\u3089\u751f\u6210\u3055\u308c\u305f\u548c\u6b4c\u306e\u8cea\u3092\u9ad8\u3081\u308b\u3002\n<\/p><\/blockquote>\n<figure id=\"attachment_31266\" aria-describedby=\"caption-attachment-31266\" style=\"width: 225px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image6.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image6.jpg?resize=225%2C300&#038;ssl=1\" alt=\"\u897f\u5b89\u306e\u8208\u6176\u5bae\u516c\u5712\u5185\u306b\u5efa\u3064\u963f\u500d\u4ef2\u9ebb\u5442\u8a18\u5ff5\u7891\uff087\u67085\u65e5\uff09\" width=\"225\" height=\"300\" class=\"size-medium wp-image-31266\" srcset=\"https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image6.jpg?resize=225%2C300&amp;ssl=1 225w, https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image6.jpg?resize=768%2C1024&amp;ssl=1 768w, https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image6.jpg?w=960&amp;ssl=1 960w\" sizes=\"auto, (max-width: 225px) 100vw, 225px\" \/><\/a><figcaption id=\"caption-attachment-31266\" class=\"wp-caption-text\">\u897f\u5b89\u306e\u8208\u6176\u5bae\u516c\u5712\u5185\u306b\u5efa\u3064\u963f\u500d\u4ef2\u9ebb\u5442\u8a18\u5ff5\u7891\uff087\u67085\u65e5\uff09<\/figcaption><\/figure>\n<h3 class=\"selector3\">AI\u306f\u751f\u6d3b\u306e\u5229\u4fbf\u6027\u3092\u9ad8\u3081\u3001\u4eba\u985e\u306e\u518d\u5b9a\u7fa9\u3092\u6c42\u3081\u3001\u4eba\u985e\u306e\u672a\u6765\u3092\u4e88\u6e2c\u4e0d\u80fd\u306b\u3059\u308b<\/h3>\n<p>\u3000\u4ff3\u53e5\u306b\u305b\u3088\u77ed\u6b4c\u306b\u305b\u3088\u3001\u4eca\u56de\u306e\u548c\u6b4c\u306b\u305b\u3088\u3001AI\u304c\u4eba\u985e\u306e\u8a69\u6b4c\u306e\u5275\u9020\u80fd\u529b\u3092\u8d85\u8d8a\u3057\u305f\u3068\u306f\u601d\u308f\u306a\u3044\u3002\u4eba\u307e\u306d\u306e\u3088\u3046\u306a\u4f5c\u54c1\u306e\u30ec\u30d9\u30eb\u306a\u3089\u307e\u3060\u3057\u3082\u3001\u305f\u3068\u3048\u3070\u300c\u6b4c\u4ebaAI\u300d\u306e\u5834\u5408\u3001AI\u306f\u4eba\u9593\u306e\u5fae\u5999\u306a\u5fc3\u7406\u3092\u89e3\u8aad\u3059\u308b\u307e\u3067\u306b\u306f\u81f3\u3063\u3066\u304a\u3089\u305a\u3001\u300c\u305d\u3070\u306b\u3044\u3066\u300d\u3092\u604b\u60c5\u8868\u73fe\u3068\u3057\u3066\u3067\u306f\u306a\u304f\u3001\u508d\u3089\u306e\u5834\u6240\u306b\u3044\u308b\u72b6\u614b\u3068\u3057\u3066\u8a8d\u8b58\u3059\u308b\u306e\u3060\u3068\u3044\u3046<sup><a href=\"#footnote\">[11]<\/a><\/sup>\u3002<\/p>\n<p><figure id=\"attachment_31267\" aria-describedby=\"caption-attachment-31267\" style=\"width: 225px\" class=\"wp-caption alignleft\"><a href=\"https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image5.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image5.jpg?resize=225%2C300&#038;ssl=1\" alt=\"\u897f\u5b89\u306e\u9752\u9f8d\u5bfa\u306b\u3042\u308b\u7a7a\u6d77\u8a18\u5ff5\u7891\uff087\u67085\u65e5\uff09\" width=\"225\" height=\"300\" class=\"size-medium wp-image-31267\" srcset=\"https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image5.jpg?resize=225%2C300&amp;ssl=1 225w, https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image5.jpg?resize=768%2C1024&amp;ssl=1 768w, https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image5.jpg?w=960&amp;ssl=1 960w\" sizes=\"auto, (max-width: 225px) 100vw, 225px\" \/><\/a><figcaption id=\"caption-attachment-31267\" class=\"wp-caption-text\">\u897f\u5b89\u306e\u9752\u9f8d\u5bfa\u306b\u3042\u308b\u7a7a\u6d77\u8a18\u5ff5\u7891\uff087\u67085\u65e5\uff09<\/figcaption><\/figure>\u3000\u3060\u304c\u3001AI\u306b\u306f\u4eba\u9593\u3068\u306f\u6bd4\u3079\u7269\u306b\u306a\u3089\u306a\u3044\u5b66\u7fd2\u80fd\u529b\u304c\u3042\u308b\u3002AI\u306e\u30c1\u30a7\u30b9\u3084\u56f2\u7881\u306b\u540d\u4eba\u304c\u304b\u306a\u308f\u306a\u3044\u3088\u3046\u306b\u3001\u82b8\u8853\u306e\u5206\u91ce\u306b\u304a\u3044\u3066\u3082\u3001\u60f3\u50cf\u3092\u7d76\u3059\u308b\u5275\u9020\u80fd\u529b\u3092\u767a\u63ee\u3059\u308b\u3088\u3046\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u81ea\u5206\u306e\u6027\u683c\u3084\u6027\u7656\u3001\u305d\u306e\u6642\u3005\u306e\u60c5\u611f\u306b\u5408\u308f\u305b\u3066\u3001\u30d1\u30fc\u30bd\u30ca\u30eb\u306a\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u5fdc\u3058\u305f\u8a69\u6b4c\u4f5c\u54c1\u3092\u751f\u6210\u3059\u308b\u3088\u3046\u306a\u30e2\u30c7\u30eb\u304c\u958b\u767a\u3055\u308c\u308b\u3053\u3068\u3060\u308d\u3046\u3002\u3042\u308b\u6b4c\u4eba\u306f\u3001AI\u77ed\u6b4c\u306e\u672a\u6765\u306b\u3064\u3044\u3066\u3001\u77ed\u6b4c\u914d\u4fe1\u30a2\u30d7\u30ea\u3092\u901a\u3057\u3066\u3001\u304a\u6c17\u306b\u5165\u308a\u306e\u66f2\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u30d7\u30ec\u30a4\u30ea\u30b9\u30c8\u3092\u4f5c\u308b\u3088\u3046\u306b\u3001\u81ea\u5206\u306a\u308a\u306e\u30a2\u30f3\u30bd\u30ed\u30b8\u30fc\u3092\u7de8\u3080\u3088\u3046\u306a\u53d7\u5bb9\u306e\u3055\u308c\u65b9\u3092\u4e88\u60f3\u3057\u3066\u3044\u308b<sup><a href=\"#footnote\">[12]<\/a><\/sup>\u3002\u81ea\u52d5\u4f5c\u66f2\u30bd\u30d5\u30c8\u306e\u958b\u767a\u3092\u8003\u3048\u308c\u3070\u3001\u3082\u306f\u3084\u305d\u306e\u3088\u3046\u306a\u672a\u6765\u4e88\u6e2c\u306f\u5922\u3067\u306f\u306a\u3044\u3002<\/p>\n<p>\u3000\u3055\u3089\u306b\u7ffb\u8a33\u30fb\u901a\u8a33\u306e\u5206\u91ce\u306b\u304a\u3044\u3066\u3082\u3001AI\u306e\u97f3\u58f0\u8b58\u5225\u80fd\u529b\u306e\u98db\u8e8d\u7684\u5411\u4e0a\u306f\u3001\u8fd1\u3044\u5c06\u6765\u3001\u30a4\u30e4\u30db\u30f3\u3092\u901a\u3057\u3066\u8a71\u8005\u306e\u97f3\u58f0\u304c\u6bcd\u56fd\u8a9e\u306b\u5909\u63db\u3057\u3066\u8074\u8005\u306b\u540c\u6642\u306b\u8074\u304b\u308c\u308b\u3088\u3046\u306a\u81ea\u52d5\u901a\u8a33\u6a5f\u304c\u5b9f\u7528\u5316\u3055\u308c\u308b\u3053\u3068\u306b\u306a\u308b\u3060\u308d\u3046\u3002<\/p>\n<p><figure id=\"attachment_31268\" aria-describedby=\"caption-attachment-31268\" style=\"width: 225px\" class=\"wp-caption alignright\"><a href=\"https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image3.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image3.jpg?resize=225%2C300&#038;ssl=1\" alt=\"\u5927\u96c1\u5854\u3092\u30d0\u30c3\u30af\u306b\u3057\u305f\u7384\u5958\u50cf\u3001\u897f\u5b89\u5e02\u5185\uff087\u67085\u65e5\uff09\" width=\"225\" height=\"300\" class=\"size-medium wp-image-31268\" srcset=\"https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image3.jpg?resize=225%2C300&amp;ssl=1 225w, https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image3.jpg?resize=768%2C1024&amp;ssl=1 768w, https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image3.jpg?w=960&amp;ssl=1 960w\" sizes=\"auto, (max-width: 225px) 100vw, 225px\" \/><\/a><figcaption id=\"caption-attachment-31268\" class=\"wp-caption-text\">\u5927\u96c1\u5854\u3092\u30d0\u30c3\u30af\u306b\u3057\u305f\u7384\u5958\u50cf\u3001\u897f\u5b89\u5e02\u5185\uff087\u67085\u65e5\uff09<\/figcaption><\/figure>\u3000AI\u306e\u958b\u767a\u3068\u666e\u53ca\u306b\u3088\u308a\u3001\u78ba\u304b\u306b\u751f\u6d3b\u306f\u4fbf\u5229\u306b\u306a\u308b\u3002\u3060\u304c\u305d\u306e\u3044\u3063\u307d\u3046\u3067\u3001\u3053\u308c\u307e\u3067\u4eba\u9593\u304c\u62c5\u3063\u3066\u304d\u305f\u901a\u8a33\u7ffb\u8a33\u5bb6\u3068\u3044\u3063\u305f\u5c02\u9580\u6280\u80fd\u8005\u306f\u3069\u3046\u306a\u308b\u306e\u3060\u308d\u3046\u3002\u3042\u308b\u3044\u306f\u4eba\u9593\u306e\u307f\u304c\u5099\u3048\u308b\u3068\u3055\u308c\u305f\u77e5\u529b\u3084\u82b8\u8853\u5275\u9020\u80fd\u529b\u304c\u3001\u306f\u308b\u304b\u306b\u9ad8\u5ea6\u3067\u9ad8\u901f\u3067\u5de8\u5927\u5bb9\u91cf\u306eAI\u306b\u4ee3\u66ff\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u3060\u308d\u3046\u304b\u3002<\/p>\n<p>\u3000\u30cb\u30fc\u30c1\u30a7\u306f\u795e\u306f\u6b7b\u3093\u3060\u3068\u5ba3\u544a\u3057\u300120\u4e16\u7d00\u306f\u4eba\u985e\u304c\u4e3b\u5f79\u306e\u7406\u6027\u306e\u6642\u4ee3\u3068\u306a\u3063\u305f\u3002\u4eba\u985e\u306e\u307f\u304c\u6301\u3061\u3046\u308b\u3068\u3055\u308c\u305f\u7406\u6027\u304c\u3001AI\u306b\u3088\u3063\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u3055\u308c\u305f\u6a5f\u68b0\u3084\u30ed\u30dc\u30c3\u30c8\u3082\u6301\u3061\u3001\u4eba\u985e\u306e\u77e5\u7684\u55b6\u70ba\u3092\u4ee3\u66ff\u3057\u596a\u3046\u3088\u3046\u306b\u306a\u308b\u3068\u3001\u3044\u3063\u305f\u3044\u4eba\u985e\u306e\u672a\u6765\u50cf\u306f\u3069\u3046\u306a\u308b\u306e\u3060\u308d\u3046\u304b\u3002<\/p>\n<p>\u3000\u897f\u5b89\u3068\u3044\u3048\u3070\u304b\u3064\u3066\u306f\u5510\u306e\u90fd\u9577\u5b89\u3067\u3042\u308a\u3001\u65e5\u672c\u4eba\u306b\u3082\u9063\u5510\u4f7f\u3068\u3057\u3066\u8d74\u304d\u3001\u300c\u5929\u306e\u539f\u3075\u308a\u3055\u3051\u898b\u308c\u3070\u6625\u65e5\u306a\u308b\u4e09\u7b20\u306e\u5c71\u306b\u51fa\u3067\u3057\u6708\u304b\u3082\u300d\u306e\u6b4c\u3092\u8a60\u3093\u3060\u963f\u500d\u4ef2\u9ebb\u5442\u3001\u9752\u9f8d\u5bfa\u306b\u771f\u8a00\u5bc6\u6559\u3092\u5b66\u3073\u771f\u8a00\u5b97\u3092\u958b\u3044\u305f\u7a7a\u6d77\u306a\u3069\u3001\u99b4\u67d3\u307f\u304c\u6df1\u3044\u3002\u79e6\u306e\u59cb\u7687\u5e1d\u306e\u5175\u99ac\u4fd1\u3001\u5510\u306e\u7384\u5b97\u7687\u5e1d\u3068\u694a\u8cb4\u5983\u306e\u30ed\u30de\u30f3\u30b9\u3067\u540d\u9ad8\u3044\u83ef\u6e05\u6c60\u306a\u3069\u304c\u3042\u308a\u3001\u30b7\u30eb\u30af\u30ed\u30fc\u30c9\u306e\u8d77\u70b9\u3068\u3057\u3066\u3082\u77e5\u3089\u308c\u308b\u3002\u6b74\u53f2\u306e\u30ed\u30de\u30f3\u3092\u63bb\u304d\u7acb\u3066\u308b\u53e4\u90fd\u3067\u3001\u6700\u65b0\u6700\u5148\u7aef\u306eAI\u304c\u7d21\u304e\u3060\u3059\u548c\u6b4c\u3092\u5473\u308f\u3046\u3068\u3068\u3082\u306b\u3001\u4eba\u985e\u306e\u672a\u6765\u306b\u601d\u3044\u3092\u99b3\u305b\u305f\u3002<br \/>\n<figure id=\"attachment_31269\" aria-describedby=\"caption-attachment-31269\" style=\"width: 225px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image4.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image4.jpg?resize=225%2C300&#038;ssl=1\" alt=\"\u897f\u5b89\u5e02\u90ca\u5916\u306e\u79e6\u5175\u99ac\u4fd1\uff087\u67087\u65e5\uff09\" width=\"225\" height=\"300\" class=\"size-medium wp-image-31269\" srcset=\"https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image4.jpg?resize=225%2C300&amp;ssl=1 225w, https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image4.jpg?resize=768%2C1024&amp;ssl=1 768w, https:\/\/i0.wp.com\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image4.jpg?w=960&amp;ssl=1 960w\" sizes=\"auto, (max-width: 225px) 100vw, 225px\" \/><\/a><figcaption id=\"caption-attachment-31269\" class=\"wp-caption-text\">\u897f\u5b89\u5e02\u90ca\u5916\u306e\u79e6\u5175\u99ac\u4fd1\uff087\u67087\u65e5\uff09<\/figcaption><\/figure><br \/>\n<a name=\"footnote\"><\/a><\/p>\n<h3 class=\"selector3\">\u811a\u6ce8<\/h3>\n<p><span class=\"brackets\">\uff3b1\uff3d\u897f\u5b89\u4ea4\u901a\u5927\u5b66\u306eAI\u548c\u6b4c\u306b\u3064\u3044\u3066\u306f\u300c<a href=\"https:\/\/www.nikkei.com\/article\/DGKKZO72857360U1A610C2CE0000\/\">\u4e07\u8449\u96c6\u306a\u3069\u5b66\u7fd2AI\u304c\u548c\u6b4c\u5275\u4f5c<\/a>\u300d\uff086\u670814\u65e5\u300e\u65e5\u672c\u7d4c\u6e08\u65b0\u805e\u300f\u5915\u520a\uff09\u306a\u3069\u3001\u5171\u540c\u901a\u4fe1\u914d\u4fe1\u306b\u3088\u308b\u8a18\u4e8b\u304c\u3042\u308b\u3002<br \/>\n\uff3b2\uff3dWaka VT\u306b\u3064\u3044\u3066\u306f\u30e2\u30c7\u30eb\u958b\u767a\u8005\u306e\u3072\u3068\u308a\u3067\u3042\u308b\u91d1\u4e2d\u3055\u3093\u304b\u3089\u95a2\u9023\u8cc7\u6599\u306e\u63d0\u4f9b\u3092\u53d7\u3051\u305f\u3002\u897f\u5b89\u3067\u306e\u91d1\u3055\u3093\u3068\u306e\u8a9e\u3089\u3044\u306e\u4e2d\u3067\u3001AI\u306e\u5b9f\u60c5\u3068AI\u306e\u3082\u305f\u3089\u3059\u8fd1\u672a\u6765\u306b\u3064\u3044\u3066\u3001\u601d\u7d22\u3092\u6df1\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u3002\u4eca\u56de\u306e\u5831\u544a\u306b\u5f53\u305f\u3063\u3066\u306f\u3001\u897f\u5b89\u4ea4\u901a\u5927\u5b66Waka VT\u958b\u767a\u30c1\u30fc\u30e0\u3001\u3068\u308a\u308f\u3051\u91d1\u4e2d\u3055\u3093\u306b\u6df1\u751a\u306e\u8b1d\u610f\u3092\u8868\u3057\u305f\u3044\u3002<br \/>\n\uff3b3\uff3d\u65b0\u7530\u7fa9\u5f66\u300c<a href=\"https:\/\/ci.nii.ac.jp\/naid\/110010013788\">\u5f62\u5f0f\u7684\u4ff3\u53e5\u751f\u6210\u306b\u3064\u3044\u3066<\/a>\u300d\uff08\u4e00\u822c\u793e\u56e3\u6cd5\u4eba\u96fb\u5b50\u60c5\u5831\u901a\u4fe1\u5b66\u4f1a\u300e\u4fe1\u5b66\u6280\u5831\u300f\u30fb2015\u5e742\u6708\uff09\u3001\u300c<a href=\"https:\/\/ci.nii.ac.jp\/naid\/40020523369\">\u6b63\u898f\u8868\u73fe\u306b\u3088\u308b\u4ff3\u53e5\u306e\u89e3\u91c8\u3068\u751f\u6210<\/a>\u300d\uff08\u540c\u30fb2015\u5e746\u6708\uff09<br \/>\n\uff3b4\uff3d\u5c0f\u897f\u6587\u6602\u4ed6\u300c<a href=\"https:\/\/ci.nii.ac.jp\/naid\/40021349438\">SeqGAN\u3092\u7528\u3044\u305f\u4e00\u822c\u4eba\u306b\u597d\u307e\u308c\u3084\u3059\u3044\u4ff3\u53e5\u306e\u751f\u6210<\/a>\u300d\uff082017\u5e74\u5ea6 \u60c5\u5831\u51e6\u7406\u5b66\u4f1a\u95a2\u897f\u652f\u90e8 \u652f\u90e8\u5927\u4f1a \u8b1b\u6f14\u8ad6\u6587\u96c6\u30fb2017\u5e749\u6708\uff09\u3001\u52a0\u8cc0\u3086\u3046\u305f\u4ed6\u300c<a href=\"https:\/\/ci.nii.ac.jp\/naid\/170000176186\">\u597d\u307f\u306b\u5408\u308f\u305b\u305f\u4ff3\u53e5\u751f\u6210\u306e\u305f\u3081\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u78ba\u7387\u7684\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u624b\u6cd5\u306e\u691c\u8a0e<\/a>\u300d\uff08\u540c\uff09\u3001\u5ee3\u7530\u6566\u58eb\u4ed6\u300c<a href=\"https:\/\/anlp.jp\/proceedings\/annual_meeting\/2018\/pdf_dir\/D7-3.pdf\">\u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5206\u3051\u305fseqGAN\u306b\u3088\u308b\u4ff3\u53e5\u751f\u6210<\/a>\u300d\uff08\u8a00\u8a9e\u51e6\u7406\u5b66\u4f1a\u7b2c24\u56de\u5e74\u6b21\u5927\u4f1a\u767a\u8868\u8ad6\u6587\u96c6\u30fb2018\u5e743\u6708\uff09<br \/>\n\uff3b5\uff3d\u4f0a\u85e4\u62d3\u54c9\u4ed6\u300c<a href=\"https:\/\/www.jstage.jst.go.jp\/article\/pjsai\/JSAI2018\/0\/JSAI2018_3B1OS22a04\/_article\/-char\/ja\/\">\u4ff3\u53e5\u751f\u6210\u3078\u306e\u591a\u91cd\u7684\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u8003\u5bdf<\/a>\u300d\uff08\u4eba\u5de5\u77e5\u80fd\u5b66\u4f1a\u5168\u56fd\u5927\u4f1a\u8ad6\u6587\u96c6\u30fb2018\u5e74\uff09\u3001\u672c\u7530\u822a\u7d00\u4ed6\u300c<a href=\"http:\/\/id.nii.ac.jp\/1004\/00009118\/\">\u6df1\u5c64\u5b66\u7fd2\u3092\u7528\u3044\u305f\u30e2\u30c1\u30fc\u30d5\u753b\u50cf\u306b\u57fa\u3065\u304f\u4ff3\u53e5\u751f\u6210<\/a>\u300d\uff08\u4eba\u5de5\u77e5\u80fd\u5b66\u4f1a\u300eSIG-SAI\u300f\u30fb2018\u5e743\u6708\uff09<br \/>\n\uff3b6\uff3d\u4e2d\u8fbb\u771f\u30fb\u5965\u4e95\u98af\u5e73\u30fb\u91ce\u53e3\u3042\u3084\u5b50\u30fb\u52a0\u53e4\u967d\u6b4c\u4eba\u300c<a href=\"https:\/\/ci.nii.ac.jp\/naid\/40021944715\">\u7279\u96c6 \u4f5c\u54c1\u4e8c\u5341\u9996&#038;\u4fee\u696d\u79d8\u8a71 \u6b4c\u6b741\u5e74\u534a\u3067\u3053\u3053\u307e\u3067\u4e0a\u9054! AI(\u4eba\u5de5\u77e5\u80fd\u6b4c\u4eba)\u306e\u6b4c\u529b\u2015\u2015\u3064\u3044\u306b\u6b4c\u58c7\u30c7\u30d3\u30e5\u30fc\u304b!  \u7b46\u540d\u306f\u300c\u604b\u3059\u308bAI\u6b4c\u4eba\u300d!<\/a>\u300d\uff08\u300e\u77ed\u6b4c\u7814\u7a76\u300f76(8), 91-102, 2019\u5e748\u6708\uff09<br \/>\n\uff3b7\uff3d\u300c\u4e5d\u6b4c\u300d\u306e\u30b5\u30a4\u30c8\u306f <a href=\"http:\/\/jiuge.thunlp.org\/jueju.html\">http:\/\/jiuge.thunlp.org\/jueju.html<\/a><br \/>\n\uff3b8\uff3d<a href=\"http:\/\/db.nichibun.ac.jp\/pc1\/ja\/category\/waka.html\">http:\/\/db.nichibun.ac.jp\/pc1\/ja\/category\/waka.html<\/a><br \/>\n\uff3b9\uff3d<a href=\"https:\/\/unidic.ninjal.ac.jp\/chamame\/index.html\">https:\/\/unidic.ninjal.ac.jp\/chamame\/index.html<\/a><br \/>\n\uff3b10\uff3d Yuka Takeishi, Mingxuan Niu, Jing Luo, Zhong Jin, Xinyu Yang\u3001\u201c<a href=\"https:\/\/arxiv.org\/abs\/2104.00426\">WakaVT: A sequential variational transformer model for Waka generation<\/a>\u201d\uff08arXiv preprint arXiv, 2021.4.1\uff09\u3001\u6b66\u77f3\u60a0\u971e\u3001\u91d1\u4e2d\u3001\u725b\u660e\u8ed2\u300c\u4eba\u5de5\u667a\u80fd\u751f\u6210\u548c\u6b4c\u7684\u4fee\u8f9e\u624b\u6cd5\u5206\u6790\u300d\uff08\u300e\u897f\u5b89\u5916\u56fd\u8a9e\u5927\u5b66\u5b66\u5831\u300f\u7b2c29\u5dfb\u7b2c2\u671f\u30fb2021\u5e746\u6708\uff3b\u8fd1\u520a\uff3d\uff09<br \/>\n\uff3b11\uff3d\u6ce84<br \/>\n\uff3b12\uff3d \u96f2\u5d8b\uf9b0\u300c<a href=\"https:\/\/ci.nii.ac.jp\/naid\/40021685314\">\u73fe\u4ee3\u77ed\u6b4c\u8a55\u8ad6\u8cde \u53d7\u8cde\u4e00\u5e74\u5f8c\u8a55\u8ad6 \u6ce5\u571f\u304b\u591c\u660e\u3051\u304b : \u4eba\u5de5\u77e5\u80fd\u3068\u77ed\u6b4c\u306e\u672a\u6765 (\u7b2c\u4e09\u5341\u516d\u56de \u73fe\u4ee3\u77ed\u6b4c\u8a55\u8ad6\u8cde \u767a\u8868)<\/a>\u300d\uff08\u300e\u77ed\u6b4c\u7814\u7a76\u300f75(10), 90-95, 2018\u5e7410\u6708\uff09<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"mh-excerpt\"><p>\u3000\u4e2d\u56fd\u30fb\u897f\u5b89\u4ea4\u901a\u5927\u5b66\u306e\u65e5\u672c\u53e4\u5178\u6587\u5b66\u7814\u7a76\u8005\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u6280\u8853\u8005\u304c\u5171\u540c\u958b\u767a\u3057\u305f\u3001\u548c\u6b4c\u3092\u5275\u4f5c\u3059\u308bAI\u300cWaka VT\u300d\u306b\u3064\u3044\u3066\u3001\u99ac\u5834\u516c\u5f66\u6c0f\u304c\u53d6\u6750\u30ec\u30dd\u30fc\u30c8\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002<\/p>\n<\/div>","protected":false},"author":17,"featured_media":31263,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAoiEM2xMfscec3m5-RpsRDKVy0:productID":"","_crdt_document":"","_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[48,1328,1990],"tags":[463,2107,782,244,564,2106,1970,1969],"class_list":{"0":"post-31262","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-column","8":"category-feature-articles","9":"category-kimihiko89","10":"tag-ai","11":"tag-waka-vt","12":"tag-782","13":"tag-244","14":"tag-564","15":"tag-2106","16":"tag-1970","17":"tag-1969"},"jetpack_featured_media_url":"https:\/\/hon.jp\/news\/wp-content\/uploads\/2021\/08\/image1.jpg","jetpack_shortlink":"https:\/\/wp.me\/p71Ph0-88e","jetpack_sharing_enabled":true,"brizy_media":[],"_links":{"self":[{"href":"https:\/\/hon.jp\/news\/wp-json\/wp\/v2\/posts\/31262","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hon.jp\/news\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hon.jp\/news\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hon.jp\/news\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/hon.jp\/news\/wp-json\/wp\/v2\/comments?post=31262"}],"version-history":[{"count":3,"href":"https:\/\/hon.jp\/news\/wp-json\/wp\/v2\/posts\/31262\/revisions"}],"predecessor-version":[{"id":31271,"href":"https:\/\/hon.jp\/news\/wp-json\/wp\/v2\/posts\/31262\/revisions\/31271"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hon.jp\/news\/wp-json\/wp\/v2\/media\/31263"}],"wp:attachment":[{"href":"https:\/\/hon.jp\/news\/wp-json\/wp\/v2\/media?parent=31262"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hon.jp\/news\/wp-json\/wp\/v2\/categories?post=31262"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hon.jp\/news\/wp-json\/wp\/v2\/tags?post=31262"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}