{"id":34501,"date":"2026-07-25T08:07:40","date_gmt":"2026-07-24T23:07:40","guid":{"rendered":"https:\/\/workwonders.jp\/media\/archives\/34501\/"},"modified":"2026-07-25T08:07:40","modified_gmt":"2026-07-24T23:07:40","slug":"ai%e8%a9%95%e4%be%a1%e3%81%a7%e9%ab%98%e5%be%97%e7%82%b9%e3%82%92%e7%8b%99%e3%81%86%e8%a8%98%e4%ba%8b%e3%81%ab%e5%bf%85%e9%a0%88%e3%81%ae%e7%b6%b2%e7%be%85%e6%80%a7%e3%81%a8%e3%81%af","status":"publish","type":"post","link":"https:\/\/workwonders.jp\/media\/archives\/34501\/","title":{"rendered":"AI\u8a55\u4fa1\u3067\u9ad8\u5f97\u70b9\u3092\u72d9\u3046\u8a18\u4e8b\u306b\u5fc5\u9808\u306e\u7db2\u7f85\u6027\u3068\u306f"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/thumbnail-cmrillqtx000404l7lepcty4g-2026-07-25-08-05-42.jpg\" alt=\"AI\u8a55\u4fa1\u3067\u9ad8\u5f97\u70b9\u3092\u72d9\u3046\u8a18\u4e8b\u306b\u5fc5\u9808\u306e\u7db2\u7f85\u6027\u3068\u306f\" width=\"1376\" height=\"768\" class=\"alignnone size-full wp-image-34494\" srcset=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/thumbnail-cmrillqtx000404l7lepcty4g-2026-07-25-08-05-42.jpg 1376w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/thumbnail-cmrillqtx000404l7lepcty4g-2026-07-25-08-05-42-300x167.jpg 300w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/thumbnail-cmrillqtx000404l7lepcty4g-2026-07-25-08-05-42-1024x572.jpg 1024w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/thumbnail-cmrillqtx000404l7lepcty4g-2026-07-25-08-05-42-768x429.jpg 768w\" sizes=\"auto, (max-width: 1376px) 100vw, 1376px\" 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loading=\"lazy\" decoding=\"async\" src=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-2-2026-07-25-08-05-43.jpg\" alt=\"AI\u8a55\u4fa1\u306b\u304a\u3051\u308b\u7db2\u7f85\u6027\u306e\u5b9a\u7fa9\" width=\"1376\" height=\"768\" class=\"alignnone size-full wp-image-34495\" srcset=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-2-2026-07-25-08-05-43.jpg 1376w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-2-2026-07-25-08-05-43-300x167.jpg 300w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-2-2026-07-25-08-05-43-1024x572.jpg 1024w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-2-2026-07-25-08-05-43-768x429.jpg 768w\" sizes=\"auto, (max-width: 1376px) 100vw, 1376px\" \/><\/p>\n<h3>\u7db2\u7f85\u6027\u304c\u610f\u5473\u3059\u308b2\u3064\u306e\u5074\u9762<\/h3>\n<p>AI\u8a55\u4fa1\u3067\u306e\u7db2\u7f85\u6027\u306f\u30012\u3064\u306e\u5074\u9762\u306b\u5206\u3051\u3066\u6349\u3048\u308b\u3068\u6574\u7406\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u79c1\u306f\u30e1\u30c7\u30a3\u30a2\u904b\u55b6\u3068\u30b3\u30f3\u30c6\u30f3\u30c4\u652f\u63f4\u306e\u73fe\u5834\u3067\u3001\u3053\u306e2\u8ef8\u3092\u610f\u8b58\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u304b\u3089\u3001\u8a18\u4e8b\u306e\u8a2d\u8a08\u7cbe\u5ea6\u304c\u4e0a\u304c\u3063\u305f\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>1\u3064\u76ee\u306f\u300c\u8a71\u984c\u306e\u5e83\u3055\u300d\u3067\u3059\u3002\u8aad\u8005\u304c\u77e5\u308a\u305f\u3044\u8ad6\u70b9\u3092\u3069\u308c\u3060\u3051\u30ab\u30d0\u30fc\u3057\u3066\u3044\u308b\u304b\u3092\u6307\u3057\u307e\u3059\u3002\u5f79\u306b\u7acb\u3064\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u76ee\u5b89\u3068\u3057\u3066\u3001\u8a71\u984c\u306b\u3064\u3044\u3066\u5b9f\u8cea\u7684\u3067\u5b8c\u5168\u3001\u5305\u62ec\u7684\u306a\u8aac\u660e\u304c\u3067\u304d\u3066\u3044\u308b\u304b\u3001\u660e\u3089\u304b\u306a\u5185\u5bb9\u3092\u8d85\u3048\u308b\u793a\u5506\u3084\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u304b\u304c\u554f\u308f\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/developers.google.com\/search\/docs\/fundamentals\/creating-helpful-content\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*1<\/a>\uff09\u3002<\/p>\n<p>2\u3064\u76ee\u306f\u300c\u91cd\u8981\u4e8b\u5b9f\u306e\u629c\u3051\u306e\u306a\u3055\u300d\u3067\u3059\u3002\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u3067\u9ad8\u3044\u6027\u80fd\u3092\u898b\u305b\u308b\u4e00\u65b9\u3067\u3001\u4e0d\u5b8c\u5168\u306a\u51fa\u529b\u3084\u91cd\u8981\u60c5\u5831\u3092\u610f\u56f3\u305b\u305a\u843d\u3068\u3057\u305f\u56de\u7b54\u3092\u51fa\u3057\u3084\u3059\u3044\u3068\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u533b\u7642\u3084\u6cd5\u52d9\u306e\u3088\u3046\u306a\u7e4a\u7d30\u306a\u5206\u91ce\u3067\u306f\u3001\u4e8b\u5b9f\u8aa4\u308a\u3068\u540c\u3058\u304f\u3089\u3044\u6df1\u523b\u306a\u5bb3\u3092\u62db\u304f\u5834\u5408\u3082\u3042\u308b\u3068\u6307\u6458\u3055\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/aclanthology.org\/2026.findings-acl.1744.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*2<\/a>\uff09\u3002\u3053\u308c\u306f\u8a18\u4e8b\u306b\u3082\u5f53\u3066\u306f\u307e\u308a\u307e\u3059\u3002\u66f8\u3044\u305f\u5185\u5bb9\u304c\u6b63\u3057\u304f\u3066\u3082\u3001\u66f8\u304b\u306a\u304b\u3063\u305f\u91cd\u8981\u306a\u4e8b\u5b9f\u304c\u3042\u308c\u3070\u3001\u8aad\u8005\u306e\u5224\u65ad\u3092\u8aa4\u3089\u305b\u308b\u3053\u3068\u304c\u3042\u308b\u3002<\/p>\n<p>\u3053\u306e2\u8ef8\u3067\u898b\u308b\u3068\u3001\u5358\u306b\u9577\u3044\u8a18\u4e8b\u30a4\u30b3\u30fc\u30eb\u7db2\u7f85\u7684\u3068\u306f\u8a00\u3048\u306a\u3044\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u5e83\u3055\u3068\u629c\u3051\u306e\u306a\u3055\u3092\u5225\u3005\u306b\u70b9\u691c\u3059\u308b\u8996\u70b9\u304c\u3001AI\u8a55\u4fa1\u306b\u5f37\u3044\u8a18\u4e8b\u3065\u304f\u308a\u306e\u51fa\u767a\u70b9\u3067\u3059\u3002<\/p>\n<h3>\u4e8b\u5b9f\u306e\u6b20\u843d\u304c\u62db\u304f\u30ea\u30b9\u30af<\/h3>\n<p>\u91cd\u8981\u4e8b\u5b9f\u306e\u6b20\u843d\u306f\u3001\u8a18\u4e8b\u306e\u4fe1\u983c\u3092\u5927\u304d\u304f\u640d\u306a\u3044\u307e\u3059\u3002<\/p>\n<p>\u4e8b\u5b9f\u3068\u3057\u3066\u6b63\u78ba\u3067\u3082\u3001\u3088\u308a\u91cd\u8981\u3067\u95a2\u9023\u306e\u6df1\u3044\u4e8b\u5b9f\u306b\u89e6\u308c\u3066\u3044\u306a\u3044\u4e0d\u5b8c\u5168\u306a\u56de\u7b54\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u76f8\u53cd\u3059\u308b\u6839\u62e0\u304c\u3042\u308b\u8ad6\u70b9\u3067\u7247\u5074\u306e\u898b\u89e3\u3057\u304b\u793a\u3055\u305a\u3001\u5bfe\u7acb\u306e\u5b58\u5728\u3092\u8a8d\u3081\u306a\u3044\u4e00\u9762\u7684\u306a\u51fa\u529b\u3082\u89b3\u5bdf\u3055\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/aclanthology.org\/2026.findings-acl.1744.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*2<\/a>\uff09\u3002<\/p>\n<p>\u5f79\u306b\u7acb\u3064\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u57fa\u6e96\u3067\u306f\u3001\u8aad\u4e86\u5f8c\u306b\u4ed6\u306e\u30bd\u30fc\u30b9\u3092\u3082\u3046\u4e00\u5ea6\u63a2\u3055\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u6c17\u6301\u3061\u306b\u306a\u308b\u304b\u3069\u3046\u304b\u3001\u76ee\u7684\u9054\u6210\u306b\u8db3\u308b\u3060\u3051\u5b66\u3079\u305f\u3068\u611f\u3058\u308b\u304b\u3069\u3046\u304b\u304c\u554f\u308f\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/developers.google.com\/search\/docs\/fundamentals\/creating-helpful-content\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*1<\/a>\uff09\u3002<\/p>\n<p>\u3064\u307e\u308a\u629c\u3051\u306f\u3001AI\u8a55\u4fa1\u3068\u30e6\u30fc\u30b6\u30fc\u8a55\u4fa1\u306e\u4e21\u9762\u3067\u6e1b\u70b9\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002\u66f8\u3044\u305f\u60c5\u5831\u306e\u6b63\u3057\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u66f8\u304b\u306a\u304b\u3063\u305f\u60c5\u5831\u306e\u91cd\u8981\u5ea6\u3082\u70b9\u691c\u3059\u308b\u3002\u3053\u306e\u7fd2\u6163\u304c\u3001\u7db2\u7f85\u6027\u306e\u9ad8\u3044\u8a18\u4e8b\u3078\u306e\u8fd1\u9053\u3067\u3059\u3002<\/p>\n<h2>AI\u304c\u8a18\u4e8b\u3092\u8a55\u4fa1\u3059\u308b\u4ed5\u7d44\u307f<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-3-2026-07-25-08-05-43.jpg\" alt=\"AI\u304c\u8a18\u4e8b\u3092\u8a55\u4fa1\u3059\u308b\u4ed5\u7d44\u307f\" width=\"1376\" height=\"768\" class=\"alignnone size-full wp-image-34499\" srcset=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-3-2026-07-25-08-05-43.jpg 1376w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-3-2026-07-25-08-05-43-300x167.jpg 300w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-3-2026-07-25-08-05-43-1024x572.jpg 1024w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-3-2026-07-25-08-05-43-768x429.jpg 768w\" sizes=\"auto, (max-width: 1376px) 100vw, 1376px\" \/><\/p>\n<h3>\u691c\u7d22AI\u3068Google\u8a55\u4fa1\u8005\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3<\/h3>\n<p>\u691c\u7d22AI\u306e\u54c1\u8cea\u306f\u3001\u6a5f\u68b0\u7684\u306a\u6307\u6a19\u3060\u3051\u3067\u306a\u304f\u4eba\u306b\u3088\u308b\u8a55\u4fa1\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u3082\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3092\u7406\u89e3\u305b\u305a\u306b\u300cAI\u306b\u8a55\u4fa1\u3055\u308c\u308b\u8a18\u4e8b\u300d\u3092\u76ee\u6307\u3059\u306e\u306f\u3001\u8a66\u9a13\u7bc4\u56f2\u3092\u78ba\u8a8d\u305b\u305a\u306b\u52c9\u5f37\u3059\u308b\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u5c02\u9580\u6027\u30fb\u6a29\u5a01\u6027\u30fb\u4fe1\u983c\u6027\uff08E-A-T\uff09\u306b\u3001\u7d4c\u9a13\uff08Experience\uff09\u3092\u52a0\u3048\u305fE-E-A-T\u304c\u8a55\u4fa1\u8005\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u5b9f\u969b\u306b\u88fd\u54c1\u3092\u4f7f\u3063\u305f\u3001\u305d\u306e\u5834\u6240\u3092\u8a2a\u308c\u305f\u3001\u4f53\u9a13\u3057\u305f\u3053\u3068\u3092\u4f1d\u3048\u3066\u3044\u308b\u304b\u3068\u3044\u3063\u305f\u3001\u4f53\u9a13\u306b\u88cf\u6253\u3061\u3055\u308c\u305f\u5185\u5bb9\u304b\u3069\u3046\u304b\u3082\u5224\u65ad\u6750\u6599\u306b\u52a0\u308f\u3063\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/developers.google.com\/search\/blog\/2022\/12\/google-raters-guidelines-e-e-a-t?hl=en\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*3<\/a>\uff09\u3002\u79c1\u304c\u30b3\u30f3\u30c6\u30f3\u30c4\u8a2d\u8a08\u306e\u76f8\u8ac7\u3092\u53d7\u3051\u308b\u3068\u304d\u3001\u307e\u305a\u78ba\u8a8d\u3059\u308b\u306e\u304c\u3053\u306eExperience\u306e\u89b3\u70b9\u3067\u3059\u3002\u300c\u3084\u3063\u3066\u307f\u305f\u300d\u300c\u6bd4\u8f03\u3057\u305f\u300d\u300c\u5931\u6557\u3057\u305f\u300d\u3068\u3044\u3046\u8a18\u9332\u304c\u306a\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u306f\u3001\u3069\u308c\u3060\u3051\u60c5\u5831\u91cf\u304c\u591a\u304f\u3066\u3082\u8584\u304f\u898b\u3048\u308b\u3002<\/p>\n<p>\u3053\u306e\u8003\u3048\u65b9\u306f\u3001AI\u304c\u8a18\u4e8b\u306e\u8cea\u3092\u898b\u7acb\u3066\u308b\u969b\u306e\u80cc\u9aa8\u306b\u3082\u306a\u308a\u307e\u3059\u3002\u7db2\u7f85\u6027\u3092\u6e2c\u308b\u524d\u63d0\u3068\u3057\u3066\u3001\u66f8\u304d\u624b\u304c\u4f55\u3092\u6839\u62e0\u306b\u3001\u3069\u306e\u3088\u3046\u306a\u4f53\u9a13\u3084\u5c02\u9580\u6027\u304b\u3089\u8a9e\u3063\u3066\u3044\u308b\u306e\u304b\u304c\u554f\u308f\u308c\u308b\u4ed5\u7d44\u307f\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u9006\u306b\u8a00\u3048\u3070\u3001\u4e00\u6b21\u60c5\u5831\u3068\u4f53\u9a13\u3092\u6301\u3064\u66f8\u304d\u624b\u307b\u3069\u3001\u3053\u306e\u8a55\u4fa1\u8ef8\u3067\u6709\u5229\u3067\u3059\u3002<\/p>\n<h3>\u60c5\u5831\u691c\u7d22\u306e\u57fa\u672c\u6307\u6a19Precision\u3068Recall<\/h3>\n<p>AI\u306e\u8a55\u4fa1\u3092\u7406\u89e3\u3059\u308b\u306b\u306f\u3001\u60c5\u5831\u691c\u7d22\u306e\u57fa\u672c\u6307\u6a19\u3067\u3042\u308b\u7cbe\u5ea6\uff08Precision\uff09\u3068\u518d\u73fe\u7387\uff08Recall\uff09\u3092\u62bc\u3055\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u7cbe\u5ea6\uff08Precision\uff09\u306f\u53d6\u5f97\u3057\u305f\u6587\u66f8\u306e\u3046\u3061\u95a2\u9023\u3042\u308b\u3082\u306e\u306e\u5272\u5408\u3001\u518d\u73fe\u7387\uff08Recall\uff09\u306f\u95a2\u9023\u3059\u308b\u6587\u66f8\u306e\u3046\u3061\u53d6\u5f97\u3067\u304d\u305f\u3082\u306e\u306e\u5272\u5408\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u4e21\u8005\u306f\u771f\u967d\u6027\u306e\u8fd4\u5374\u306b\u8a55\u4fa1\u3092\u96c6\u4e2d\u3055\u305b\u3001\u95a2\u9023\u6587\u66f8\u306e\u4f55\u5272\u3092\u898b\u3064\u3051\u3089\u308c\u305f\u304b\u3001\u3069\u308c\u3060\u3051\u507d\u967d\u6027\u3092\u8fd4\u3057\u305f\u304b\u3092\u554f\u3046\u6307\u6a19\u3067\u3059\uff08<a href=\"https:\/\/nlp.stanford.edu\/IR-book\/html\/htmledition\/evaluation-of-unranked-retrieval-sets-1.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*4<\/a>\uff09\u3002<\/p>\n<p>\u5b9f\u904b\u7528\u3067\u306f\u4e0a\u4f4dK\u4ef6\u3092\u5bfe\u8c61\u306b\u3057\u305fPrecision at K\u3068Recall at K\u304c\u4f7f\u308f\u308c\u3001\u6700\u521d\u306b\u73fe\u308c\u308b\u6b63\u89e3\u306e\u9806\u4f4d\u306e\u9006\u6570\u3092\u5e73\u5747\u3059\u308bMRR\u3082\u4ee3\u8868\u7684\u306a\u6307\u6a19\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/architecture\/ai-ml\/guide\/rag\/rag-information-retrieval\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*5<\/a>\uff09\u3002<\/p>\n<p>\u7db2\u7f85\u6027\u306f\u3001\u3053\u306e2\u3064\u306e\u4e2d\u3067\u3082\u7279\u306b\u518d\u73fe\u7387\u5074\u306e\u6027\u8cea\u3068\u91cd\u306a\u308a\u307e\u3059\u3002\u66f8\u3044\u305f\u5185\u5bb9\u306e\u6b63\u3057\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u5fc5\u8981\u306a\u8981\u7d20\u3092\u3069\u308c\u3060\u3051\u53d6\u308a\u3053\u307c\u3057\u3066\u3044\u306a\u3044\u304b\u304c\u8a55\u4fa1\u8ef8\u306b\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b\u3002\u8a18\u4e8b\u306e\u8a2d\u8a08\u3067\u3082\u3001\u300c\u4f55\u3092\u66f8\u304f\u304b\u300d\u3068\u540c\u6642\u306b\u300c\u4f55\u3092\u66f8\u304b\u306a\u304b\u3063\u305f\u304b\u300d\u3092\u554f\u3046\u59ff\u52e2\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n<h2>\u7db2\u7f85\u6027\u3092\u6e2c\u308b\u8a55\u4fa1\u6307\u6a19<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-4-2026-07-25-08-05-43.jpg\" alt=\"\u7db2\u7f85\u6027\u3092\u6e2c\u308b\u8a55\u4fa1\u6307\u6a19\" width=\"1376\" height=\"768\" class=\"alignnone size-full wp-image-34497\" srcset=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-4-2026-07-25-08-05-43.jpg 1376w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-4-2026-07-25-08-05-43-300x167.jpg 300w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-4-2026-07-25-08-05-43-1024x572.jpg 1024w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-4-2026-07-25-08-05-43-768x429.jpg 768w\" sizes=\"auto, (max-width: 1376px) 100vw, 1376px\" \/><\/p>\n<h3>Recall\u30fb\u30ab\u30d0\u30ec\u30c3\u30b8\u30fbF\u5024<\/h3>\n<p>\u7db2\u7f85\u6027\u3092\u6570\u5024\u3067\u6271\u3046\u306b\u306f\u3001\u518d\u73fe\u7387\u3068\u3001\u305d\u308c\u3092\u88dc\u3046F\u5024\u306e\u8003\u3048\u65b9\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>\u7cbe\u5ea6\uff08Precision\uff09\u3068\u518d\u73fe\u7387\uff08Recall\uff09\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u30921\u3064\u306e\u6570\u5024\u3067\u307e\u3068\u3081\u308b\u6307\u6a19\u304cF\u5024\u3067\u3001\u4e21\u8005\u306e\u91cd\u307f\u4ed8\u304d\u8abf\u548c\u5e73\u5747\u3068\u3057\u3066\u5b9a\u7fa9\u3055\u308c\u307e\u3059\u3002\u6a19\u6e96\u7684\u306a\u30d0\u30e9\u30f3\u30b9\u578b\u306eF\u5024\u306f\u7cbe\u5ea6\u3068\u518d\u73fe\u7387\u3092\u7b49\u3057\u304f\u91cd\u307f\u4ed8\u3051\u3057\u3001\u8abf\u548c\u5e73\u5747\u306f\u7b97\u8853\u5e73\u5747\u3084\u5e7e\u4f55\u5e73\u5747\u4ee5\u4e0b\u306b\u306a\u308b\u6027\u8cea\u3092\u6301\u3061\u307e\u3059\uff08<a href=\"https:\/\/nlp.stanford.edu\/IR-book\/html\/htmledition\/evaluation-of-unranked-retrieval-sets-1.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*4<\/a>\uff09\u3002<\/p>\n<p>\u8a18\u4e8b\u8a55\u4fa1\u306b\u7f6e\u304d\u63db\u3048\u308b\u3068\u3001\u7cbe\u5ea6\u91cd\u8996\u3067\u60c5\u5831\u3092\u7d5e\u308a\u3059\u304e\u3066\u3082\u3001\u91cf\u91cd\u8996\u3067\u8584\u3081\u3066\u3082\u7dcf\u5408\u70b9\u306f\u4f38\u3073\u307e\u305b\u3093\u3002\u66f8\u304d\u624b\u306f\u7cbe\u5ea6\u3068\u7db2\u7f85\u306e\u91e3\u308a\u5408\u3044\u3092\u610f\u8b58\u3057\u306a\u304c\u3089\u3001\u5fc5\u8981\u5341\u5206\u306a\u8981\u7d20\u3092\u904e\u4e0d\u8db3\u306a\u304f\u63c3\u3048\u308b\u8a2d\u8a08\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u307e\u3055\u306b\u3001\u79c1\u304c\u30e1\u30c7\u30a3\u30a2\u904b\u55b6\u3067\u65e5\u3005\u76f4\u9762\u3057\u3066\u3044\u308b\u8a2d\u8a08\u4e0a\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3067\u3059\u3002<\/p>\n<h3>\u30bb\u30c3\u30b7\u30e7\u30f3\u30ec\u30d9\u30eb\u8a55\u4fa1\u3068\u3044\u3046\u65b0\u8996\u70b9<\/h3>\n<p>\u8fd1\u5e74\u306f\u3001\u5358\u4e00\u30af\u30a8\u30ea\u3067\u306f\u306a\u304f\u30bb\u30c3\u30b7\u30e7\u30f3\u5358\u4f4d\u3067\u7db2\u7f85\u6027\u3092\u6e2c\u308b\u52d5\u304d\u304c\u51fa\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u6a19\u6e96\u7684\u306a\u77e5\u8b58\u30d9\u30fc\u30b9\u3078\u306e1\u56de\u306e\u691c\u7d22\u547c\u3073\u51fa\u3057\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u5168\u4f53\u306e\u60c5\u5831\u30cb\u30fc\u30ba\u306e41%\u3057\u304b\u30ab\u30d0\u30fc\u3067\u304d\u306a\u3044\u3068\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4f01\u696d\u5411\u3051\u30b5\u30dd\u30fc\u30c8\u8a18\u4e8b6,221\u4ef6\u3092\u542b\u3080WixQA\u3067\u306f\u3001\u63d0\u6848\u624b\u6cd5\u306b\u3088\u308a\u5358\u4e00\u30af\u30a8\u30ea\u3067\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u88ab\u8986\u7387\u304c58%\u307e\u3067\u4e0a\u6607\u3057(\u7d76\u5bfe\u5024\u3067+17%\u300195%\u4fe1\u983c\u533a\u9593\u306f14.1\u301c20.4)\u300170%\u88ab\u8986\u306b\u5230\u9054\u3059\u308b\u307e\u3067\u306e\u691c\u7d22\u547c\u3073\u51fa\u3057\u56de\u6570\u304c34%\u524a\u6e1b\u3055\u308c\u307e\u3057\u305f\u3002\u4f01\u696d\u5411\u3051RAG\u3067\u306f\u3001\u5358\u767a\u306eRecall\u3067\u306f\u306a\u304f\u30bb\u30c3\u30b7\u30e7\u30f3\u30ec\u30d9\u30eb\u306e\u88ab\u8986\u7387\u3092\u4e3b\u8981\u6307\u6a19\u306b\u3059\u3079\u304d\u3060\u3068\u4e3b\u5f35\u3055\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/arxiv.org\/html\/2606.31156v1\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*6<\/a>\uff09\u3002<\/p>\n<p>\u8aad\u8005\u306f1\u3064\u306e\u7591\u554f\u3060\u3051\u3067\u306a\u304f\u3001\u95a2\u9023\u3059\u308b\u7591\u554f\u3092\u9023\u7d9a\u3057\u3066\u62b1\u304f\u306e\u304c\u81ea\u7136\u3067\u3059\u3002\u8a18\u4e8b\u3082\u4e00\u7d9a\u304d\u306e\u63a2\u7d22\u3092\u60f3\u5b9a\u3057\u3001\u6b21\u306b\u751f\u307e\u308c\u308b\u554f\u3044\u307e\u3067\u898b\u8d8a\u3057\u3066\u69cb\u6210\u3059\u308b\u3002\u3053\u306e\u8996\u70b9\u3092\u6301\u3064\u3068\u3001\u7ae0\u7acb\u3066\u306e\u8a2d\u8a08\u304c\u304b\u306a\u308a\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n<h3>\u81ea\u52d5\u8a55\u4fa1\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u9650\u754c<\/h3>\n<p>\u81ea\u52d5\u8a55\u4fa1\u3060\u3051\u306b\u983c\u308b\u3068\u3001\u7db2\u7f85\u6027\u306e\u898b\u843d\u3068\u3057\u304c\u751f\u3058\u307e\u3059\u3002<\/p>\n<p>\u9577\u6587\u306e\u4e8b\u5b9f\u6027\u8a55\u4fa1\u306e\u521d\u671f\u624b\u6cd5\u306f\u4e8b\u5b9f\u7cbe\u5ea6\u306b\u504f\u308a\u3001\u518d\u73fe\u7387\u3092\u8efd\u8996\u3057\u3066\u304d\u305f\u305f\u3081\u3001\u4e0d\u5b8c\u5168\u306a\u5fdc\u7b54\u3092\u78ba\u5b9f\u306b\u898b\u629c\u3051\u306a\u3044\u3068\u6307\u6458\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u518d\u73fe\u7387\u3092\u53d6\u308a\u5165\u308c\u305f\u65b0\u3057\u3044\u624b\u6cd5\u3082\u3001\u3042\u308b\u3079\u304d\u4e8b\u5b9f\u306e\u60f3\u5b9a\u4ef6\u6570\u306b\u5bfe\u3059\u308b\u652f\u6301\u6e08\u307f\u4e8b\u5b9f\u306e\u6bd4\u7387\u306a\u3069\u3001\u7c97\u304f\u4fe1\u983c\u6027\u306b\u6b20\u3051\u308b\u30d2\u30e5\u30fc\u30ea\u30b9\u30c6\u30a3\u30c3\u30af\u306b\u983c\u308a\u304c\u3061\u3060\u3068\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/aclanthology.org\/2026.findings-acl.1744.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*2<\/a>\uff09\u3002<\/p>\n<p>\u8a9e\u5f59\u30d9\u30fc\u30b9\u306e\u6307\u6a19\u306f\u5b8c\u5168\u4e00\u81f4\u3084n-gram\u4e00\u81f4\u3067\u53c2\u7167\u56de\u7b54\u3068\u6bd4\u3079\u308b\u65b9\u5f0f\u306e\u305f\u3081\u3001\u8a00\u3044\u63db\u3048\u3084\u540c\u7fa9\u8a9e\u3001\u8a9e\u9806\u306e\u5909\u5316\u3068\u3044\u3063\u305f\u6b63\u5f53\u306a\u8a9e\u5f59\u5909\u52d5\u306b\u654f\u611f\u3067\u3001\u81ea\u7531\u751f\u6210\u306e\u8cea\u554f\u5fdc\u7b54\u3067\u306f\u6709\u52b9\u6027\u304c\u4e0b\u304c\u308b\u3068\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00521-026-12053-8\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*7<\/a>\uff09\u3002<\/p>\n<p>\u3053\u306e\u4e8b\u5b9f\u306f\u3001\u8a18\u4e8b\u57f7\u7b46\u8005\u306b\u3082\u76f4\u63a5\u7684\u306a\u793a\u5506\u3092\u4e0e\u3048\u307e\u3059\u3002\u6a5f\u68b0\u7684\u306a\u30b9\u30b3\u30a2\u3060\u3051\u3092\u8ffd\u308f\u305a\u3001\u629c\u3051\u3066\u3044\u308b\u8ad6\u70b9\u3084\u5225\u8996\u70b9\u306e\u5b58\u5728\u3092\u4eba\u306e\u76ee\u3067\u3082\u78ba\u304b\u3081\u308b\u5de5\u7a0b\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u79c1\u81ea\u8eab\u3082\u3001AI\u306b\u8a18\u4e8b\u306e\u8ad6\u70b9\u30c1\u30a7\u30c3\u30af\u3092\u3055\u305b\u305f\u3046\u3048\u3067\u3001\u4eba\u9593\u3068\u3057\u3066\u6700\u7d42\u78ba\u8a8d\u3059\u308b\u5de5\u7a0b\u3092\u5fc5\u305a\u6b8b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>AI\u8a55\u4fa1\u3067\u4e0d\u8db3\u3057\u3084\u3059\u3044\u7db2\u7f85\u6027\u306e\u578b<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-5-2026-07-25-08-05-43.jpg\" alt=\"AI\u8a55\u4fa1\u3067\u4e0d\u8db3\u3057\u3084\u3059\u3044\u7db2\u7f85\u6027\u306e\u578b\" width=\"1376\" height=\"768\" class=\"alignnone size-full wp-image-34496\" srcset=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-5-2026-07-25-08-05-43.jpg 1376w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-5-2026-07-25-08-05-43-300x167.jpg 300w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-5-2026-07-25-08-05-43-1024x572.jpg 1024w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-5-2026-07-25-08-05-43-768x429.jpg 768w\" sizes=\"auto, (max-width: 1376px) 100vw, 1376px\" \/><\/p>\n<h3>\u91cd\u8981\u4e8b\u5b9f\u306e\u6b20\u843d\u30d1\u30bf\u30fc\u30f3<\/h3>\n<p>\u7db2\u7f85\u6027\u304c\u5d29\u308c\u308b\u5178\u578b\u3068\u3057\u3066\u3001\u91cd\u8981\u4e8b\u5b9f\u306e\u6b20\u843d\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30e2\u30c7\u30eb\u304c\u4e8b\u5b9f\u3068\u3057\u3066\u6b63\u78ba\u306a\u56de\u7b54\u3092\u8fd4\u3057\u3066\u3082\u3001\u3088\u308a\u91cd\u8981\u3067\u95a2\u9023\u306e\u6df1\u3044\u4e8b\u5b9f\u306b\u89e6\u308c\u306a\u3044\u30b1\u30fc\u30b9\u304c\u89b3\u5bdf\u3055\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/aclanthology.org\/2026.findings-acl.1744.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*2<\/a>\uff09\u3002<\/p>\n<p>\u610f\u5473\u7684\u985e\u4f3c\u5ea6\u3068\u30e6\u30fc\u30b6\u30fc\u306e\u60c5\u5831\u30cb\u30fc\u30ba\u306f\u5225\u306e\u30b7\u30b0\u30ca\u30eb\u3067\u3042\u308a\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u4e2d\u306b\u30e6\u30fc\u30b6\u30fc\u304c\u4e00\u7dd2\u306b\u5fc5\u8981\u3068\u3059\u308b\u6587\u66f8\u306f\u5fc5\u305a\u3057\u3082\u57cb\u3081\u8fbc\u307f\u7a7a\u9593\u3067\u4f3c\u305f\u5f62\u306b\u306a\u3089\u306a\u3044\u3068\u5206\u6790\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u57cb\u3081\u8fbc\u307f\u985e\u4f3c\u5ea6\u3060\u3051\u3067\u53d6\u308a\u51fa\u3059\u6a19\u6e96\u7684\u306aRAG\u306f\u3001\u30af\u30a8\u30ea\u3068\u898b\u305f\u76ee\u304c\u4f3c\u305f\u6587\u66f8\u3092\u898b\u3064\u3051\u308b\u4e00\u65b9\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u540c\u6642\u306b\u5fc5\u8981\u3068\u3059\u308b\u6587\u66f8\u3092\u53d6\u308a\u9003\u3059\u3068\u6307\u6458\u3055\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/arxiv.org\/html\/2606.31156v1\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*6<\/a>\uff09\u3002<\/p>\n<p>\u8a18\u4e8b\u306b\u3042\u3066\u306f\u3081\u308b\u3068\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u5468\u8fba\u60c5\u5831\u3060\u3051\u3092\u306a\u305e\u308b\u66f8\u304d\u65b9\u306f\u3001\u8aad\u8005\u304c\u672c\u5f53\u306b\u5fc5\u8981\u3068\u3057\u3066\u3044\u308b\u96a3\u63a5\u8ad6\u70b9\u3092\u843d\u3068\u3057\u304c\u3061\u3067\u3059\u3002\u8868\u5c64\u306e\u985e\u4f3c\u3067\u306f\u306a\u304f\u3001\u76ee\u7684\u9054\u6210\u306b\u5fc5\u8981\u306a\u8981\u7d20\u304b\u3089\u9006\u7b97\u3059\u308b\u3002\u3053\u306e\u59ff\u52e2\u304c\u3001AI\u8a55\u4fa1\u3067\u3082\u8aad\u8005\u8a55\u4fa1\u3067\u3082\u52b9\u3044\u3066\u304d\u307e\u3059\u3002<\/p>\n<h3>\u8996\u70b9\u306e\u504f\u308a\u3068\u4e00\u9762\u7684\u8a18\u8ff0<\/h3>\n<p>\u3082\u30461\u3064\u306e\u5178\u578b\u306f\u3001\u8996\u70b9\u306e\u504f\u308a\u306b\u3088\u308b\u4e00\u9762\u7684\u306a\u8a18\u8ff0\u3067\u3059\u3002<\/p>\n<p>\u76f8\u53cd\u3059\u308b\u6839\u62e0\u304c\u3042\u308b\u8ad6\u70b9\u3067\u3001\u5bfe\u7acb\u306e\u5b58\u5728\u3092\u8a8d\u3081\u305a\u7247\u5074\u306e\u898b\u89e3\u3060\u3051\u3092\u63d0\u793a\u3057\u3066\u3057\u307e\u3046\u51fa\u529b\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/aclanthology.org\/2026.findings-acl.1744.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*2<\/a>\uff09\u3002<\/p>\n<p>\u30b3\u30f3\u30c6\u30f3\u30c4\u8a55\u4fa1\u306e\u89b3\u70b9\u3067\u3082\u3001\u8aad\u307f\u7d42\u3048\u305f\u3042\u3068\u306b\u5225\u306e\u30bd\u30fc\u30b9\u3092\u3082\u3046\u4e00\u5ea6\u63a2\u3057\u305f\u304f\u306a\u308b\u3088\u3046\u3067\u306f\u5341\u5206\u3068\u306f\u8a00\u3048\u305a\u3001\u76ee\u7684\u9054\u6210\u306b\u8db3\u308b\u3060\u3051\u5b66\u3079\u305f\u3068\u611f\u3058\u3089\u308c\u308b\u304b\u304c\u554f\u308f\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/developers.google.com\/search\/docs\/fundamentals\/creating-helpful-content\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*1<\/a>\uff09\u3002<\/p>\n<p>\u540c\u3058\u8ad6\u70b9\u306b\u8907\u6570\u306e\u7acb\u5834\u304c\u3042\u308b\u306a\u3089\u3001\u305d\u306e\u5b58\u5728\u81ea\u4f53\u3092\u8a18\u4e8b\u5185\u306b\u660e\u793a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u8cdb\u5426\u3084\u6761\u4ef6\u5dee\u3092\u793a\u3059\u3053\u3068\u3067\u3001\u8aad\u8005\u306f\u8ffd\u52a0\u306e\u691c\u7d22\u306a\u3057\u306b\u5168\u4f53\u50cf\u3092\u628a\u63e1\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u4e00\u65b9\u5411\u306e\u4e3b\u5f35\u3060\u3051\u3092\u4e26\u3079\u305f\u8a18\u4e8b\u306f\u3001\u898b\u305f\u76ee\u306e\u5b8c\u6210\u5ea6\u306b\u95a2\u308f\u3089\u305a\u3001\u8a55\u4fa1\u4e0a\u306f\u4e0d\u5b8c\u5168\u306a\u8a18\u4e8b\u3068\u3057\u3066\u6271\u308f\u308c\u308b\u3068\u7406\u89e3\u3057\u3066\u304a\u304f\u3079\u304d\u3067\u3059\u3002<\/p>\n<h2>\u7db2\u7f85\u6027\u3092\u9ad8\u3081\u308b\u8a18\u4e8b\u8a2d\u8a08\u624b\u9806<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-6-2026-07-25-08-05-43.jpg\" alt=\"\u7db2\u7f85\u6027\u3092\u9ad8\u3081\u308b\u8a18\u4e8b\u8a2d\u8a08\u624b\u9806\" width=\"1376\" height=\"768\" class=\"alignnone size-full wp-image-34498\" srcset=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-6-2026-07-25-08-05-43.jpg 1376w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-6-2026-07-25-08-05-43-300x167.jpg 300w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-6-2026-07-25-08-05-43-1024x572.jpg 1024w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-6-2026-07-25-08-05-43-768x429.jpg 768w\" sizes=\"auto, (max-width: 1376px) 100vw, 1376px\" \/><\/p>\n<h3>\u691c\u7d22\u610f\u56f3\u3068\u8ad6\u70b9\u306e\u5168\u6d17\u3044\u51fa\u3057<\/h3>\n<p>\u7db2\u7f85\u6027\u306e\u8a2d\u8a08\u306f\u3001\u691c\u7d22\u610f\u56f3\u3068\u8ad6\u70b9\u3092\u3042\u3089\u304b\u3058\u3081\u6d17\u3044\u51fa\u3059\u3068\u3053\u308d\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002<\/p>\n<p>\u5f79\u306b\u7acb\u3064\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u57fa\u6e96\u3067\u306f\u3001\u5143\u3068\u306a\u308b\u60c5\u5831\u3001\u53d6\u6750\u3001\u8abf\u67fb\u3001\u5206\u6790\u3092\u72ec\u81ea\u306b\u63d0\u4f9b\u3057\u3066\u3044\u308b\u304b\u3001\u8a71\u984c\u306b\u3064\u3044\u3066\u5b9f\u8cea\u7684\u3067\u5b8c\u5168\u3001\u5305\u62ec\u7684\u306a\u8aac\u660e\u3092\u884c\u3063\u3066\u3044\u308b\u304b\u3001\u5b9f\u969b\u306b\u4f7f\u7528\u3057\u305f\u308a\u8a2a\u554f\u3057\u305f\u308a\u3057\u3066\u5f97\u305f\u7b2c\u4e00\u4eba\u8005\u3068\u3057\u3066\u306e\u5c02\u9580\u77e5\u8b58\u3068\u6df1\u3044\u77e5\u898b\u3092\u660e\u78ba\u306b\u793a\u3057\u3066\u3044\u308b\u304b\u304c\u554f\u308f\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/developers.google.com\/search\/docs\/fundamentals\/creating-helpful-content\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*1<\/a>\uff09\u3002<\/p>\n<p>\u60c5\u5831\u691c\u7d22\u306e\u7814\u7a76\u3067\u306f\u3001\u7528\u8a9e\u983b\u5ea6\u30b7\u30b0\u30ca\u30eb\uff08TF-IDF\uff09\u3068\u6b21\u5143\u524a\u6e1b\u3057\u305f\u610f\u5473\u69cb\u9020\uff08LSA\uff09\u3001\u78ba\u7387\u7684\u30c8\u30d4\u30c3\u30af\u6df7\u5408\uff08LDA\uff09\u3092\u7d71\u5408\u3057\u305f\u30c8\u30d4\u30c3\u30af\u5f37\u5316\u57cb\u3081\u8fbc\u307f\u304c\u63d0\u6848\u3055\u308c\u3001\u6cd5\u5f8b\u30b3\u30fc\u30d1\u30b912,436\u4ef6\u3067\u8a55\u4fa1\u3057\u305f\u3068\u3053\u308d\u3001\u7d71\u8a08\u7684\u30fb\u78ba\u7387\u7684\u30fb\u6587\u8108\u306e\u307f\u306e\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u306b\u5bfe\u3057\u3066Precision@k\u3001Recall@k\u3001F1\u3067\u4e00\u8cab\u3057\u305f\u5411\u4e0a\u3092\u793a\u3057\u305f\u3068\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/arxiv.org\/html\/2601.00891v1\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*8<\/a>\uff09\u3002<\/p>\n<p>\u3053\u306e\u77e5\u898b\u306f\u3001\u8a18\u4e8b\u306e\u4f01\u753b\u306b\u3082\u76f4\u63a5\u5fdc\u7528\u3067\u304d\u307e\u3059\u3002\u5358\u8a9e\u306e\u985e\u4f3c\u3060\u3051\u3067\u306a\u304f\u3001\u8a71\u984c\u306e\u80cc\u666f\u306b\u3042\u308b\u5c0f\u8ad6\u70b9\u3084\u6d3e\u751f\u30c8\u30d4\u30c3\u30af\u3092\u4e8b\u524d\u306b\u5217\u6319\u3057\u3001\u7ae0\u7acb\u3066\u306b\u843d\u3068\u3059\u3002\u79c1\u306f\u3053\u306e\u4f5c\u696d\u306bAI\u3092\u4f7f\u3044\u3001\u300c\u3053\u306e\u8a18\u4e8b\u3067\u8aad\u8005\u304c\u6b21\u306b\u77e5\u308a\u305f\u304f\u306a\u308a\u305d\u3046\u306a\u554f\u3044\u309210\u500b\u6319\u3052\u3088\u300d\u3068\u3044\u3046\u5f62\u3067\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002\u629c\u3051\u3092\u4eba\u9593\u306e\u76f4\u611f\u3060\u3051\u3067\u63a2\u3059\u3088\u308a\u3001AI\u3092\u691c\u8a0e\u6750\u6599\u306e\u4f9b\u7d66\u88c5\u7f6e\u3068\u3057\u3066\u4f7f\u3046\u307b\u3046\u304c\u52b9\u7387\u7684\u3067\u3059\u3002<\/p>\n<h3>\u4e00\u6b21\u60c5\u5831\u3068E-E-A-T\u306e\u78ba\u4fdd<\/h3>\n<p>\u7db2\u7f85\u6027\u306f\u3001\u6839\u62e0\u306e\u5f37\u3055\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u521d\u3081\u3066\u8a55\u4fa1\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<p>\u691c\u7d22\u8a55\u4fa1\u8005\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u306f\u3001\u4e00\u822c\u30e6\u30fc\u30b6\u30fc\u304c\u7d50\u679c\u304b\u3089\u5c02\u9580\u6027\u30fb\u6a29\u5a01\u6027\u30fb\u4fe1\u983c\u6027\u3092\u611f\u3058\u53d6\u308c\u308b\u304b\u304c\u554f\u308f\u308c\u3001\u3053\u308c\u306b\u7d4c\u9a13\uff08Experience\uff09\u304c\u52a0\u308f\u3063\u305fE-E-A-T\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/developers.google.com\/search\/blog\/2022\/12\/google-raters-guidelines-e-e-a-t?hl=en\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*3<\/a>\uff09\u3002<\/p>\n<p>\u7b2c\u4e09\u8005\u8a55\u4fa1\u306e\u8003\u3048\u65b9\u3068\u3057\u3066\u3001\u6709\u7528\u306a\u5831\u544a\u66f8\u306f\u7d50\u679c\u305d\u306e\u3082\u306e\u306b\u52a0\u3048\u3066\u3001\u8a55\u4fa1\u8a2d\u8a08\u304c\u4f55\u306e\u4e3b\u5f35\u3092\u691c\u8a3c\u3059\u308b\u305f\u3081\u306b\u7d44\u307e\u308c\u305f\u306e\u304b\u3001\u305d\u3057\u3066\u305d\u306e\u7d50\u679c\u304c\u59a5\u5f53\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3059\u5229\u7528\u53ef\u80fd\u306a\u6839\u62e0\u306f\u4f55\u304b\u3092\u660e\u793a\u3057\u3066\u3044\u308b\u3068\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/openai.com\/index\/trustworthy-third-party-evaluations-foundations\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*9<\/a>\uff09\u3002<\/p>\n<p>\u8a18\u4e8b\u306b\u7f6e\u304d\u63db\u3048\u308b\u3068\u3001\u6271\u3046\u8ad6\u70b9\u3054\u3068\u306b\u300c\u4f55\u3092\u4e3b\u5f35\u3057\u3066\u3044\u308b\u304b\u300d\u300c\u305d\u306e\u6839\u62e0\u306f\u4f55\u304b\u300d\u3092\u5bfe\u3067\u793a\u3059\u69cb\u9020\u304c\u6709\u52b9\u3067\u3059\u3002\u4e00\u6b21\u60c5\u5831\u3084\u4f53\u9a13\u3092\u7d10\u3065\u3051\u308b\u3053\u3068\u3067\u3001\u5e83\u3055\u3068\u6df1\u3055\u304c\u4e21\u7acb\u3057\u307e\u3059\u3002\u79c1\u304c\u30b3\u30f3\u30c6\u30f3\u30c4\u8a2d\u8a08\u3067\u7e70\u308a\u8fd4\u3057\u4f1d\u3048\u3066\u3044\u308b\u306e\u3082\u3001\u3053\u306e\u300c\u4e3b\u5f35\u3068\u6839\u62e0\u306e\u30bb\u30c3\u30c8\u300d\u3092\u7ae0\u3054\u3068\u306b\u7528\u610f\u3059\u308b\u3068\u3044\u3046\u57fa\u672c\u3067\u3059\u3002<\/p>\n<h3>\u30bb\u30eb\u30d5\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e\u6d3b\u7528<\/h3>\n<p>\u8a2d\u8a08\u306e\u6700\u5f8c\u306b\u3001\u30bb\u30eb\u30d5\u30c1\u30a7\u30c3\u30af\u306e\u578b\u3092\u6301\u3063\u3066\u304a\u304f\u3068\u629c\u3051\u304c\u5927\u5e45\u306b\u6e1b\u308a\u307e\u3059\u3002\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306f\u3001\u66f8\u3044\u305f\u5f8c\u306e\u78ba\u8a8d\u3067\u306f\u306a\u304f\u3001\u66f8\u304f\u524d\u306e\u8a2d\u8a08\u306b\u3082\u4f7f\u3048\u307e\u3059\u3002<\/p>\n<p>\u516c\u8868\u3055\u308c\u3066\u3044\u308b\u554f\u3044\u306b\u306f\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u304c\u5143\u60c5\u5831\u3084\u72ec\u81ea\u306e\u5206\u6790\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u304b\u3001\u8a71\u984c\u3092\u5b9f\u8cea\u7684\u3067\u5b8c\u5168\u306b\u8aac\u660e\u3057\u3066\u3044\u308b\u304b\u3001\u7b2c\u4e00\u4eba\u8005\u3068\u3057\u3066\u306e\u5c02\u9580\u3068\u6df1\u3044\u77e5\u8b58\u3092\u660e\u78ba\u306b\u793a\u3057\u3066\u3044\u308b\u304b\u304c\u542b\u307e\u308c\u307e\u3059\uff08<a href=\"https:\/\/developers.google.com\/search\/docs\/fundamentals\/creating-helpful-content\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*1<\/a>\uff09\u3002<\/p>\n<p>\u3053\u306e\u554f\u3044\u3092\u81ea\u5206\u306e\u539f\u7a3f\u306b\u305d\u306e\u307e\u307e\u5f53\u3066\u3066\u307f\u308b\u3068\u3001\u7b54\u3048\u306b\u8a70\u307e\u308b\u9805\u76ee\u304c\u5fc5\u305a\u51fa\u3066\u304d\u307e\u3059\u3002\u8a70\u307e\u3063\u305f\u7b87\u6240\u306f\u3001\u7db2\u7f85\u6027\u304b\u6839\u62e0\u306e\u3069\u3061\u3089\u304b\u304c\u5f31\u3044\u30b5\u30a4\u30f3\u3067\u3059\u3002\u305d\u3053\u3092\u8d77\u70b9\u306b\u52a0\u7b46\u3084\u8996\u70b9\u8ffd\u52a0\u306b\u7740\u624b\u3059\u308b\u3068\u3001\u4fee\u6b63\u306e\u512a\u5148\u9806\u4f4d\u304c\u660e\u78ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2>\u7db2\u7f85\u6027\u8ffd\u6c42\u3067\u9665\u308b\u5931\u6557\u3068\u5bfe\u7b56<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-7-2026-07-25-08-05-43.jpg\" alt=\"\u7db2\u7f85\u6027\u8ffd\u6c42\u3067\u9665\u308b\u5931\u6557\u3068\u5bfe\u7b56\" width=\"1376\" height=\"768\" class=\"alignnone size-full wp-image-34500\" srcset=\"https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-7-2026-07-25-08-05-43.jpg 1376w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-7-2026-07-25-08-05-43-300x167.jpg 300w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-7-2026-07-25-08-05-43-1024x572.jpg 1024w, https:\/\/workwonders.jp\/media\/wp-content\/uploads\/2026\/07\/chapter-cmrillqtx000404l7lepcty4g-7-2026-07-25-08-05-43-768x429.jpg 768w\" sizes=\"auto, (max-width: 1376px) 100vw, 1376px\" \/><\/p>\n<h3>\u30b9\u30b1\u30fc\u30eb\u5316\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u7f60<\/h3>\n<p>\u7db2\u7f85\u6027\u3092\u6c42\u3081\u308b\u3042\u307e\u308a\u3001\u91cf\u7523\u306b\u8d70\u308b\u3068\u8a55\u4fa1\u3092\u843d\u3068\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u79c1\u304c\u751f\u6210AI\u3092\u4f7f\u3044\u59cb\u3081\u305f\u521d\u671f\u306b\u5b9f\u611f\u3057\u305f\u3053\u3068\u3067\u3082\u3042\u308a\u307e\u3059\u3002AI\u3067\u8a18\u4e8b\u3092\u91cf\u7523\u3059\u308b\u3053\u3068\u81ea\u4f53\u306f\u6280\u8853\u7684\u306b\u306f\u53ef\u80fd\u3067\u3059\u304c\u3001\u305d\u308c\u3060\u3051\u3067\u306f\u5dee\u5225\u5316\u3082\u4fe1\u983c\u6027\u306e\u62c5\u4fdd\u3082\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<p>\u30b9\u30d1\u30e0\u30dd\u30ea\u30b7\u30fc\u3067\u306f\u3001\u691c\u7d22\u9806\u4f4d\u306e\u64cd\u4f5c\u3092\u4e3b\u76ee\u7684\u3068\u3057\u3066\u591a\u6570\u306e\u30da\u30fc\u30b8\u3092\u751f\u6210\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u652f\u63f4\u3092\u76ee\u7684\u3068\u3057\u306a\u3044\u884c\u70ba\u3092\u300c\u30b9\u30b1\u30fc\u30eb\u5316\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u60aa\u7528\u300d\u3068\u5b9a\u7fa9\u3057\u3066\u3044\u307e\u3059\u3002\u4f5c\u308a\u65b9\u3092\u554f\u308f\u305a\u3001\u72ec\u81ea\u6027\u304c\u306a\u304f\u30e6\u30fc\u30b6\u30fc\u306b\u4fa1\u5024\u3092\u307b\u3068\u3093\u3069\u4e0e\u3048\u306a\u3044\u5927\u91cf\u30b3\u30f3\u30c6\u30f3\u30c4\u304c\u4f8b\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u3001\u751f\u6210AI\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3067\u4fa1\u5024\u3092\u52a0\u3048\u305a\u306b\u591a\u6570\u306e\u30da\u30fc\u30b8\u3092\u4f5c\u308b\u884c\u70ba\u3082\u542b\u307e\u308c\u307e\u3059\uff08<a href=\"https:\/\/developers.google.com\/search\/docs\/essentials\/spam-policies\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*10<\/a>\uff09\u3002<\/p>\n<p>\u5bfe\u7b56\u306f\u660e\u5feb\u3067\u3059\u3002\u30c6\u30fc\u30de\u3054\u3068\u306b\u72ec\u81ea\u306e\u8996\u70b9\u3084\u53d6\u6750\u3001\u4f53\u9a13\u3092\u52a0\u3048\u308b\u3053\u3068\u3002\u91cf\u3067\u306f\u306a\u304f\u30011\u672c\u3054\u3068\u306e\u63d0\u4f9b\u4fa1\u5024\u3067\u7db2\u7f85\u6027\u3092\u8a9e\u308b\u3002\u4f1a\u793e\u8a2d\u7acb\u4ee5\u6765\u3001\u5e83\u544a\u3084PR\u306b\u983c\u308c\u306a\u3044\u72b6\u6cc1\u30671\u6b21\u60c5\u5831\u3092\u767a\u4fe1\u3057\u7d9a\u3051\u3066\u304d\u305f\u7d4c\u9a13\u304b\u3089\u8a00\u3046\u3068\u3001\u3053\u306e\u59ff\u52e2\u3053\u305d\u304c\u9577\u671f\u7684\u306a\u8a55\u4fa1\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<h3>\u904e\u5270\u7db2\u7f85\u306b\u3088\u308b\u8ad6\u70b9\u306e\u307c\u3084\u3051<\/h3>\n<p>\u7db2\u7f85\u6027\u3092\u610f\u8b58\u3059\u308b\u307b\u3069\u3001\u9006\u306b\u8ad6\u70b9\u304c\u307c\u3084\u3051\u308b\u5931\u6557\u3082\u8d77\u3053\u308a\u307e\u3059\u3002\u300c\u3042\u308c\u3082\u66f8\u304b\u306a\u3051\u308c\u3070\u3001\u3053\u308c\u3082\u89e6\u308c\u306a\u3051\u308c\u3070\u300d\u3068\u5e83\u3052\u3066\u3044\u304f\u3046\u3061\u306b\u3001\u8a18\u4e8b\u306e\u8ef8\u304c\u6d88\u3048\u3066\u3057\u307e\u3046\u30d1\u30bf\u30fc\u30f3\u3067\u3059\u3002<\/p>\n<p>\u81ea\u5df1\u70b9\u691c\u306e\u554f\u3044\u306b\u306f\u3001\u691c\u7d22\u7d50\u679c\u3067\u5f53\u305f\u308c\u3070\u826f\u3044\u3068\u601d\u3063\u3066\u591a\u304f\u306e\u8a71\u984c\u3067\u5927\u91cf\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u3063\u3066\u3044\u306a\u3044\u304b\u3001\u4ed6\u8005\u306e\u767a\u8a00\u3092\u307e\u3068\u3081\u308b\u3060\u3051\u3067\u4fa1\u5024\u3092\u8db3\u305b\u3066\u3044\u306a\u3044\u304b\u3001\u671b\u307e\u3057\u3044\u3068\u3055\u308c\u308b\u6587\u5b57\u6570\u306b\u5408\u308f\u305b\u3066\u66f8\u3044\u3066\u3044\u306a\u3044\u304b\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u7279\u5b9a\u306e\u76ee\u5b89\u3068\u306a\u308b\u6587\u5b57\u6570\u306f\u5b58\u5728\u3057\u306a\u3044\u3068\u3082\u660e\u8a18\u3055\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/developers.google.com\/search\/docs\/fundamentals\/creating-helpful-content\" target=\"_blank\" rel=\"noopener noreferrer\">\u53c2\u7167*1<\/a>\uff09\u3002<\/p>\n<p>\u904e\u5ea6\u306a\u6c4e\u5316\u3092\u8ffd\u3063\u305f\u7d50\u679c\u3001\u91cd\u8981\u306a\u5883\u754c\u304c\u307c\u3084\u3051\u308b\u73fe\u8c61\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u308b\u7814\u7a76\u3082\u3042\u308a\u307e\u3059\u3002\u6975\u7aef\u306a\u6761\u4ef6\u4e0b\u3067\u306f\u5224\u5b9a\u306e\u4fe1\u983c\u6027\u304c\u6025\u843d\u3057\u3001\u5805\u7262\u6027\u3068\u4fe1\u983c\u6027\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u304c\u6d6e\u304d\u5f6b\u308a\u306b\u306a\u308b\u3068\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s10506-026-09510-z\" target=\"_blank\" rel=\"noopener 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\/>2023\u5e747\u6708\u306b\u751f\u6210AI\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u3001\u304a\u3088\u3073AI\u30e1\u30c7\u30a3\u30a2\u904b\u55b6\u3092\u884c\u3046\u300c\u30ef\u30fc\u30af\u30ef\u30f3\u30c0\u30fc\u30b9\u682a\u5f0f\u4f1a\u793e\u300d\u3092\u8a2d\u7acb\u3002ICJ2\u53f7\u30d5\u30a1\u30f3\u30c9\u306b\u3088\u308b\u8abf\u9054\u3092\u5b9f\u65bd(1.3\u5104\u5186)\u3002<br \/>\u8457\u66f8\u300c\u982d\u306e\u3044\u3044\u4eba\u304c\u8a71\u3059\u524d\u306b\u8003\u3048\u3066\u3044\u308b\u3053\u3068\u300d \u304c\u300195\u4e07\u90e8\uff082026\u5e746\u6708\u6642\u70b9\uff09\u3092\u58f2\u308a\u4e0a\u3052\u308b\u3002<br \/>\uff08&#8221;2023\u5e74\u30fb2024\u5e74\u4e0a\u534a\u671f\u306b\u65e5\u672c\u3067\u4e00\u756a\u58f2\u308c\u305f\u30d3\u30b8\u30cd\u30b9\u66f8&#8221;\uff08\u30c8\u30fc\u30cf\u30f3\u8abf\u3079\uff0f\u65e5\u8ca9\u8abf\u3079\uff09\uff09<\/p>\n<h2>\u53c2\u7167<\/h2>\n<ul>\n<li>(*1) <a href=\"https:\/\/developers.google.com\/search\/docs\/fundamentals\/creating-helpful-content\" target=\"_blank\" rel=\"noopener noreferrer\">Google for Developers &#8211; Creating Helpful, Reliable, People-First Content<\/a><\/li>\n<li>(*2) <a href=\"https:\/\/aclanthology.org\/2026.findings-acl.1744.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/aclanthology.org\/2026.findings-acl.1744.pdf<\/a><\/li>\n<li>(*3) <a href=\"https:\/\/developers.google.com\/search\/blog\/2022\/12\/google-raters-guidelines-e-e-a-t?hl=en\" target=\"_blank\" rel=\"noopener noreferrer\">Google for Developers &#8211; Our latest update to the quality rater guidelines: E-A-T gets an extra E for Experience<\/a><\/li>\n<li>(*4) <a href=\"https:\/\/nlp.stanford.edu\/IR-book\/html\/htmledition\/evaluation-of-unranked-retrieval-sets-1.html\" target=\"_blank\" rel=\"noopener noreferrer\">Evaluation of unranked retrieval sets<\/a><\/li>\n<li>(*5) <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/architecture\/ai-ml\/guide\/rag\/rag-information-retrieval\" target=\"_blank\" rel=\"noopener noreferrer\">Docs &#8211; Develop a RAG Solution on Azure &#8211; Information-Retrieval Phase &#8211; Azure Architecture Center<\/a><\/li>\n<li>(*6) <a href=\"https:\/\/arxiv.org\/html\/2606.31156v1\" target=\"_blank\" rel=\"noopener noreferrer\">One Retrieval to Cover Them All: Co-occurrence-Aware Knowledge Base Reorganization for Session-Level RAGAccepted to the Towards Knowledgeable Foundation Models (KnowFM) Workshop @ ACL 2026.<\/a><\/li>\n<li>(*7) <a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00521-026-12053-8\" target=\"_blank\" rel=\"noopener noreferrer\">SpringerLink &#8211; Exploring question answering: metric analysis and evaluation framework for enhanced interpretability<\/a><\/li>\n<li>(*8) <a href=\"https:\/\/arxiv.org\/html\/2601.00891v1\" target=\"_blank\" rel=\"noopener noreferrer\">Topic-Enriched Embeddings to Improve Retrieval Precision in RAG Systems for LLMs<\/a><\/li>\n<li>(*9) <a href=\"https:\/\/openai.com\/index\/trustworthy-third-party-evaluations-foundations\/\" target=\"_blank\" rel=\"noopener noreferrer\">OpenAI &#8211; A shared playbook for trustworthy third party evaluations<\/a><\/li>\n<li>(*10) <a href=\"https:\/\/developers.google.com\/search\/docs\/essentials\/spam-policies\" target=\"_blank\" rel=\"noopener noreferrer\">Google for Developers &#8211; Spam Policies for Google Web Search<\/a><\/li>\n<li>(*11) <a href=\"https:\/\/link.springer.com\/article\/10.1007\/s10506-026-09510-z\" target=\"_blank\" rel=\"noopener noreferrer\">SpringerLink &#8211; The trade-off between robustness and reliability in chinese legal large language models: an empirical study<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AI\u306b\u8a55\u4fa1\u3055\u308c\u308b\u8a18\u4e8b\u306b\u306f\u3001\u8a71\u984c\u3092\u5e83\u304f\u6df1\u304f\u30ab\u30d0\u30fc\u3059\u308b\u7db2\u7f85\u6027\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u8981\u70b9\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\u7db2\u7f85\u6027\u306f\u300c\u8a71\u984c\u306e\u5e83\u3055\u300d\u3068\u300c\u91cd\u8981\u4e8b\u5b9f\u306e\u629c\u3051\u306e\u306a\u3055\u300d\u306e2\u8ef8\u3067\u8003\u3048\u307e\u3059\u3002\u8a55\u4fa1\u306e\u57fa\u672c\u306f\u60c5\u5831\u691c\u7d22\u306e\u6307\u6a19\u3067\u3042\u308b\u7cbe\u5ea6\uff08Precision\uff09\u3068\u518d\u73fe\u7387\uff08Recall\u2026<\/p>\n","protected":false},"author":5,"featured_media":34494,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-34501","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-article"],"acf":[],"yoast_head":"<!-- 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