{"id":149548,"date":"2026-05-29T13:23:47","date_gmt":"2026-05-29T05:23:47","guid":{"rendered":"https:\/\/aicats.wiki\/sites\/149548.html"},"modified":"2026-05-29T13:23:47","modified_gmt":"2026-05-29T05:23:47","slug":"markup","status":"publish","type":"sites","link":"https:\/\/aicats.wiki\/tw\/sites\/149548.html","title":{"rendered":"Markup"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><strong>Markup\u662f\u9762\u5411\u533b\u7597\u3001\u6cd5\u5f8b\u3001\u65b0\u95fb\u7b49\u884c\u4e1a\u7684\u5f00\u6e90AI\u8f85\u52a9<a href=\"https:\/\/aicats.wiki\/tw\/2026\/05\/07\/139655.html\/\" title=\"2026\u5e74\u6700\u53d7\u6b22\u8fce\u7684\u8138\u578b\u6d4b\u8bd5AI\u5de5\u5177\u63a8\u8350\uff1a\u529f\u80fd\u5bf9\u6bd4\u4e0e\u9002\u7528\u573a\u666f\u5168\u89e3\u6790\">\u6587\u672c\u6ce8\u91ca\u5de5\u5177<\/a><\/strong>\uff0c\u7531\u82f1\u56fd\u65af\u65fa\u897f\u5927\u5b66\u7814\u53d1\u3002<strong>\u5b83\u878d\u5408\u4e86\u4e3b\u52a8\u5b66\u4e60\u3001\u9884\u6d4b\u6027\u6ce8\u91ca\u3001\u672c\u4f53\u6620\u5c04\u7b49AI\u6280\u672f\uff0c\u652f\u6301\u5c06\u975e\u7ed3\u6784\u5316\u6587\u672c\u5feb\u901f\u8f6c\u5316\u4e3a\u53ef\u7528\u4e8eNLP\u6a21\u578b\u8bad\u7ec3\u7684\u7ed3\u6784\u5316\u6570\u636e\u3002<\/strong>\u5e73\u53f0\u652f\u6301\u6807\u51c6\u533b\u5b66\u672c\u4f53\u5e93\u3001\u4e91\u7aef\u6216\u672c\u5730\u90e8\u7f72\uff0c\u4fdd\u969c\u6570\u636e\u5b89\u5168\u5408\u89c4\u3002\u5176\u6838\u5fc3\u529f\u80fd\u5305\u62ecAI\u8f85\u52a9\u6ce8\u91ca\u3001\u6807\u7b7e\u81ea\u5b9a\u4e49\u3001\u6279\u91cf\u5904\u7406\u4e0e\u667a\u80fd\u672c\u4f53\u6620\u5c04\uff0c\u6781\u5927\u964d\u4f4e\u4eba\u5de5\u6807\u6ce8\u8d1f\u62c5\uff0c\u63d0\u5347\u4fe1\u606f\u63d0\u53d6\u7684\u6807\u51c6\u5316\u548c\u9ad8\u6548\u6027\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Markup\uff1a\u5f00\u521bAI\u8d4b\u80fd\u7684\u7ed3\u6784\u5316\u6587\u672c\u6ce8\u91ca\u65b0\u65f6\u4ee3<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u2014\u2014 \u65b0\u95fb\u4e13\u9898\u62a5\u9053<\/h3>\n\n\n\n<h2 class=\"wp-block-heading\">Markup\u5e73\u53f0\u5168\u666f\u4ecb\u7ecd<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u4eba\u5de5\u667a\u80fd\u4e0e\u5927\u6570\u636e\u65f6\u4ee3\uff0c<strong>\u5982\u4f55\u4ece\u6d77\u91cf\u975e\u7ed3\u6784\u5316\u6587\u672c\u4e2d\u5feb\u901f\u3001\u51c6\u786e\u5730\u63d0\u53d6\u5173\u952e\u4fe1\u606f<\/strong>\u6210\u4e3a\u4e86\u5404\u884c\u4e1a\u79d1\u5b66\u7814\u7a76\u4e0e\u4fe1\u606f\u5de5\u7a0b\u7684\u6838\u5fc3\u6311\u6218\u4e4b\u4e00\u3002<strong>Markup<\/strong>\uff08<a href=\"https:\/\/www.getmarkup.com\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u7db2\u7ad9<\/a>\uff09\u6b63\u662f\u4e3a\u6b64\u800c\u751f\u7684\u521b\u65b0AI<a class=\"external\" href=\"https:\/\/aicats.wiki\/tw\/sitetag\/%e5%b7%a5%e5%85%b7\" title=\"\u67e5\u770b\u8207 \u5de5\u5177 \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">\u5de5\u5177<\/a>\uff0c\u7531\u82f1\u56fd\u65af\u65fa\u897f\u5927\u5b66\u533b\u7597\u5b66\u9662\u7814\u53d1\uff0c\u9762\u5411\u533b\u7597\u5065\u5eb7\u3001\u6cd5\u5f8b\u3001\u793e\u4ea4\u5a92\u4f53\u3001\u65b0\u95fb\u7b49\u591a\u9886\u57df\u7684\u4e13\u4e1a\u4eba\u58eb\u4e0e\u7814\u7a76\u56e2\u961f\uff0c\u81f4\u529b\u4e8e\u5e2e\u52a9\u7528\u6237\u4fbf\u6377\u9ad8\u6548\u5730\u5c06\u81ea\u7531\u6587\u672c\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u3001\u6807\u7b7e\u5316\u7684\u6570\u636e\uff0c\u4e3aNLP\uff08\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff09\u6a21\u578b\u7684\u8bad\u7ec3\u4e0e\u7814\u7a76\u5de5\u4f5c\u63d0\u4f9b\u6570\u636e\u57fa\u7840\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5982\u4e0b\u4e3aMarkup\u7684\u5b98\u65b9\u7f51\u7ad9\u5165\u53e3\uff1a<\/strong><br><a href=\"https:\/\/www.getmarkup.com\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >https:\/\/www.getmarkup.com<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u5e73\u53f0\u8de8\u754c\u6574\u5408\u4e86<strong>\u4e3b\u52a8\u5b66\u4e60<\/strong>\u3001<strong>\u9884\u6d4b\u6027\u6ce8\u91ca<\/strong>\u3001<strong>\u672c\u4f53\u6620\u5c04<\/strong>\u7b49\u591a\u9879\u524d\u6cbfAI\u6280\u672f\uff0c\u4e0d\u4ec5\u62e5\u6709\u7075\u6d3b\u7684\u5b9a\u5236\u80fd\u529b\uff0c\u8fd8\u80fd\u4e0eUMLS\u3001SNOMED-CT\u3001ICD-10\u7b49\u4e3b\u6d41\u533b\u5b66\u672c\u4f53\u53ca\u7528\u6237\u81ea\u5b9a\u4e49\u672c\u4f53\u65e0\u7f1d\u8fde\u63a5\u3002\u76ee\u524dMarkup\u540c\u65f6\u652f\u6301<strong>\u4e91\u7aef\u7f51\u9875\u7248<\/strong>\u4e0e<strong>\u672c\u5730\u90e8\u7f72\u7248\u672c<\/strong>\uff0c\u6781\u5927\u8d34\u5408\u4e86\u6570\u636e\u5408\u89c4\u548c\u56e2\u961f\u5b89\u5168\u9700\u6c42\u3002<br>\uff08\u5ef6\u4f38\u9605\u8bfb\uff1a<a href=\"https:\/\/doi.org\/10.3389\/fdgth.2021.598916\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5f00\u53d1\u56e2\u961f\u8bba\u6587\u8be6\u8ff0<\/a>\uff09<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2026\/05\/my_prefix_1780021693.jpg\" alt=\"Markup\u5b98\u7f51\u9996\u9875\u754c\u9762\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/www.getmarkup.com\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Markup\u5b98\u7f51\u9996\u9875\u754c\u9762<\/a><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Markup\u7684\u4e3b\u8981\u529f\u80fd<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Markup\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u628a<strong>AI\u8f85\u52a9\u6ce8\u91ca<\/strong>\u548c<strong>\u4f20\u7edf\u624b\u5de5\u6ce8\u91ca<\/strong>\u6709\u673a\u7ed3\u5408\uff0c\u63d0\u5347\u6574\u4f53\u6ce8\u91ca\u6548\u7387\u4e0e\u4e00\u81f4\u6027\u3002\u4ee5\u4e0b\u4e3a\u5176\u4e3b\u8981\u529f\u80fd\u7b80\u8ff0\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u4e3b\u52a8\u5b66\u4e60\u4e0e\u9884\u6d4b\u6027\u6ce8\u91ca<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u57fa\u4e8eActive Learning\u673a\u5236\uff0c\u7cfb\u7edf\u81ea\u52a8\u5b66\u4e60\u7528\u6237\u7684\u6ce8\u91ca\u4e60\u60ef\u548c\u89c4\u5f8b\uff0c<strong>\u4e0d\u65ad\u4f18\u5316\u5b9e\u4f53\u8bc6\u522b\u4e0e\u5c5e\u6027\u62bd\u53d6\u5efa\u8bae<\/strong>\u3002<\/li>\n\n\n\n<li>\u91c7\u7528LSTM\u795e\u7ecf\u7f51\u7edc\u8fdb\u884c\u4fe1\u606f\u6620\u5c04\uff0c\u5b9e\u73b0\u5173\u952e\u4fe1\u606f\u81ea\u52a8\u6807\u7b7e\u5f52\u6863\u3002<\/li>\n\n\n\n<li>\u53ef\u5feb\u901f\u81ea\u52a8\u8bc6\u522b\u5e38\u89c1\u7ed3\u6784\uff08\u5982\u836f\u7269\u540d\u3001\u5242\u91cf\u7b49\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u5b9e\u65f6\u672c\u4f53\u6620\u5c04\u4e0e\u8bcd\u6c47\u7ea0\u9519<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301UMLS\u3001SNOMED-CT\u3001ICD-10\u7b49<strong>\u6807\u51c6\u533b\u5b66\u672c\u4f53<\/strong>\u5bf9\u63a5\uff0c\u4ea6\u53ef\u4e0a\u4f20\u81ea\u5b9a\u4e49\u672c\u4f53\u3002<\/li>\n\n\n\n<li>AI\u81ea\u52a8\u5c06\u672f\u8bed\u4e0e\u672c\u4f53\u6807\u51c6\u8bcd\u6761\u5bf9\u63a5\uff0c\u5e76\u667a\u80fd\u7ea0\u6b63\u62fc\u5199\u9519\u8bef\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u667a\u80fd\u914d\u7f6e\u4e0e\u6279\u5904\u7406\u80fd\u529b<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"2208\" height=\"1179\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2026\/05\/image-286.png\" alt=\"Markup\u6587\u6863\u4ecb\u7ecd\" class=\"wp-image-149566\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/getmarkup.com\/docs\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Markup\u6587\u6863\u4ecb\u7ecd<\/a><\/figcaption><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301\u4e0a\u4f20brat standoff\u683c\u5f0f\u914d\u7f6e\uff0c\u63d0\u4f9b\u53ef\u89c6\u5316\u201c\u914d\u7f6e\u6587\u4ef6\u751f\u6210\u5668\u201d\u3002<\/li>\n\n\n\n<li>\u53ef\u6279\u91cf\u5904\u7406\u591a\u6587\u6863\uff0c\u4fbf\u4e8e\u5927\u89c4\u6a21\u9879\u76ee\u3002<\/li>\n\n\n\n<li>\u652f\u6301\u6210\u679c\u5bfc\u51fa\u81f3\u901a\u7528\u683c\u5f0f\uff0c\u4fbf\u4e8e\u5bf9\u63a5NLP\u5de5\u5177\u94fe\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u4eba\u6027\u5316\u754c\u9762\u53ca\u4ea4\u4e92\u8bbe\u8ba1<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5de6\u4fa7:<\/strong> \u914d\u7f6e\u9762\u677f\u7ba1\u7406\u6807\u7b7e\u548c\u672c\u4f53\u3002<\/li>\n\n\n\n<li><strong>\u4e2d\u90e8:<\/strong> \u6587\u6863\u9762\u677f\u9ad8\u4eae\u53ef\u89c6\u5316\u5185\u5bb9\u7247\u6bb5\u3002<\/li>\n\n\n\n<li><strong>\u53f3\u4fa7:<\/strong> \u6ce8\u91ca\u9762\u677f\u652f\u6301\u7f16\u8f91\u4e0e\u4e00\u952e\u7b5b\u9009\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u6570\u636e\u5b89\u5168\u4e0e\u591a\u6837\u5316\u90e8\u7f72<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301\u52a0\u5bc6\u4f20\u8f93\uff1b\u672c\u5730\u90e8\u7f72\u786e\u4fdd\u654f\u611f\u6570\u636e\u4e0d\u51fa\u5185\u7f51\u3002<\/li>\n\n\n\n<li>\u5b8c\u5168\u5f00\u6e90\uff0c\u53ef\u8fdb\u884c\u5b89\u5168\u5ba1\u67e5\u4e0e\u4e8c\u6b21\u5f00\u53d1\u3002<\/li>\n\n\n\n<li>GitHub\u6e90\u7801\uff1a<a href=\"https:\/\/github.com\/samueldobbie\/markup\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >https:\/\/github.com\/samueldobbie\/markup\/<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u8981\u529f\u80fd\u4e00\u89bd\u8868\uff1a<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u529f\u80fd\u5206\u985e<\/th><th>\u8a73\u7d30\u63cf\u8ff0<\/th><th>\u662f\u5426\u652f\u6301<\/th><\/tr><tr><td>\u9884\u6d4b\u6027\u6ce8\u91ca<\/td><td>\u81ea\u52a8\u63d0\u51fa\u5b9e\u4f53\u548c\u5c5e\u6027\u6ce8\u91ca\u5efa\u8bae\uff0cAI\u5b66\u4e60\u7528\u6237\u53cd\u9988\u6301\u7eed\u6539\u8fdb<\/td><td>\u2714<\/td><\/tr><tr><td>\u4e3b\u52a8\u5b66\u4e60<\/td><td> \u65e0\u9700\u5927\u578b\u6807\u6ce8\u96c6\uff0c\u4ec5\u7528\u6a21\u677f\u6570\u636e\u5373\u53ef\u9a71\u52a8\u4e3b\u52a8\u5b66\u4e60<\/td><td>\u2714<\/td><\/tr><tr><td>\u672c\u4f53\u6620\u5c04<\/td><td>\u652f\u6301\u6807\u51c6\/\u81ea\u5b9a\u4e49\u672c\u4f53\uff0c\u667a\u80fd\u63a8\u8350\u6620\u5c04\u7f16\u53f7<\/td><td>\u2714<\/td><\/tr><tr><td>\u914d\u7f6e\u6587\u4ef6\u5b9a\u5236<\/td><td>\u53ef\u89c6\u5316\u751f\u6210\u5668\u652f\u6301\u81ea\u5b9a\u4e49\u5b9e\u4f53-\u5c5e\u6027\u7ed3\u6784<\/td><td>\u2714<\/td><\/tr><tr><td>\u672c\u5730\u90e8\u7f72<\/td><td>\u652f\u6301\u8de8\u5e73\u53f0\u672c\u5730\u5b89\u88c5\uff0c\u654f\u611f\u6570\u636e\u4e0d\u51fa\u672c\u5730<\/td><td>\u2714<\/td><\/tr><tr><td>\u591a\u7528\u6237\u534f\u4f5c<\/td><td>\u6682\u4e0d\u652f\u6301\u56e2\u961f\u534f\u4f5c\uff0c\u672a\u6765\u5f00\u53d1<\/td><td>\u2718<\/td><\/tr><tr><td>\u591a\u683c\u5f0f\u5bfc\u5165<\/td><td>\u4ec5\u652f\u6301txt\uff0c\u672a\u6765\u89c4\u5212\u652f\u6301Word\/PDF\u7b49<\/td><td>\u90e8\u5206<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Markup\u7684\u4ef7\u683c &amp; \u65b9\u6848<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Markup\u662f\u4e00\u6b3e<strong>\u958b\u6e90\u514d\u8cbb<\/strong>\u5de5\u5177\uff0c\u6e90\u4ee3\u7801\u53ca\u6240\u6709\u4e3b\u8981\u529f\u80fd\u5747\u5bf9\u4e2a\u4eba\u53ca\u7814\u7a76\u56e2\u961f\u5f00\u653e\uff0c\u5141\u8bb8\u4e8c\u6b21\u5f00\u53d1\u4e0e\u5b89\u5168\u672c\u5730\u90e8\u7f72\uff0c\u4e0d\u6536\u53d6\u6388\u6743\u8d39\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1920\" height=\"1027\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2026\/05\/image-287.jpg\" alt=\"GitHub\u4e0b\u8f09\u9801\" class=\"wp-image-149569\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/github.com\/samueldobbie\/markup\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >GitHub\u4e0b\u8f09\u9801<\/a><\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e0b\u8f7d\u6e20\u9053\uff1a<\/strong><br> &#8211; \u4e91\u7aef\u5728\u7ebf\u4f7f\u7528\uff1a<a href=\"https:\/\/www.getmarkup.com\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >https:\/\/www.getmarkup.com<\/a><br> &#8211; \u672c\u5730\u5b89\u88c5\u4e0e\u6e90\u7801\uff1a<a href=\"https:\/\/github.com\/samueldobbie\/markup\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >https:\/\/github.com\/samueldobbie\/markup\/<\/a><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u65b9\u6848\u985e\u578b<\/th><th>\u6536\u8d39\/\u514d\u8d39<\/th><th>\u90e8\u7f72\u65b9\u5f0f<\/th><th>\u652f\u63f4\u7bc4\u570d<\/th><th>\u662f\u5426\u958b\u6e90<\/th><\/tr><tr><td>\u5b98\u7f51SaaS\u7248<\/td><td>\u514d\u8cbb<\/td><td>\u96f2\u7aef<\/td><td>\u4e2a\u4eba\/\u56e2\u961f\/\u79d1\u7814<\/td><td>\u662f<\/td><\/tr><tr><td>\u672c\u5730\u5b89\u88c5\u7248<\/td><td>\u514d\u8cbb<\/td><td>Win\/Linux\/Mac<\/td><td>\u673a\u6784\/\u516c\u53f8\/\u654f\u611f\u6570\u636e<\/td><td>\u662f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u524d\u65e0\u4ed8\u8d39\u9ad8\u7ea7\u7248\u6216\u5546\u4e1aAPI\u63a5\u53e3\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5982\u4f55\u4f7f\u7528Markup<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u83b7\u53d6\u4e0e\u5b89\u88c5<\/strong>\uff1a\u4e91\u7aef\u65e0\u9700\u5b89\u88c5\uff0c\u6ce8\u518c\u5373\u53ef\u767b\u5f55\u3002\u9700\u672c\u5730\u5316\u90e8\u7f72\u53ef\u81f3<a href=\"https:\/\/github.com\/samueldobbie\/markup\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >GitHub<\/a>\u4e0b\u8f09\u3002<\/li>\n\n\n\n<li><strong>\u914d\u7f6e\u9879\u76ee<\/strong>\uff1a\u4f7f\u7528\u5185\u7f6e\u751f\u6210\u5668\u6216\u4e0a\u4f20brat\u914d\u7f6e\uff0c\u5efa\u7acb\u6ce8\u91ca\u6807\u7b7e\u4f53\u7cfb\uff0c\u53ef\u81ea\u5b9a\u4e49\u6216\u5bf9\u63a5\u672c\u4f53\u5e93\u3002<\/li>\n\n\n\n<li><strong>\u4e0a\u50b3\u6587\u6a94<\/strong>\uff1a\u652f\u6301\u6279\u91cf\u4e0a\u4f20\u7eaf\u6587\u672c\/\u8bed\u6599\u6587\u4ef6\uff0c\u7cfb\u7edf\u81ea\u52a8\u5206\u6d3e\u7f16\u8f91\u533a\u3002<\/li>\n\n\n\n<li><strong>\u6ce8\u91ca\u6d41\u7a0b<\/strong>\uff1a\u9009\u62e9\u6587\u672c\u7247\u6bb5\uff0c\u6307\u5b9a\u5b9e\u4f53\u548c\u5c5e\u6027\uff0c\u53ef\u76f4\u63a5\u91c7\u7eb3\u3001\u4fee\u6539\u6216\u62d2\u7eddAI\u5efa\u8bae\u3002<\/li>\n\n\n\n<li><strong>\u5bfc\u51fa\u6210\u679c<\/strong>\uff1a\u6ce8\u91ca\u7ed3\u679c\u53ef\u4e00\u952e\u5bfc\u51fabrat\u683c\u5f0f\uff0c\u4fbf\u4e8eNLP\u6d41\u7a0b\u96c6\u6210\u3002<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1920\" height=\"1024\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2026\/05\/image-287.png\" alt=\"Markup\u6ce8\u518c\u767b\u5f55\u9875\" class=\"wp-image-149574\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/getmarkup.com\/auth\/sign-in\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Markup\u6ce8\u518c\u767b\u5f55\u9875<\/a><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u6b65\u9a5f<\/th><th>\u64cd\u4f5c\u5167\u5bb9<\/th><th>AI\u652f\u63f4<\/th><th>\u624b\u52a8\u64cd\u4f5c<\/th><\/tr><tr><td>\u6587\u4ef6\u4e0a\u50b3<\/td><td>\u5bfc\u5165\u7eaf\u6587\u672c\/\u914d\u7f6e\u672c\u4f53<\/td><td>\u5426<\/td><td>\u2714<\/td><\/tr><tr><td>\u7247\u6bb5\u9009\u62e9<\/td><td>\u9f20\u6807\u9009\u5b9a\u6587\u672c\u7247\u6bb5<\/td><td>\u5426<\/td><td>\u2714<\/td><\/tr><tr><td>\u5b9e\u4f53\/\u5c5e\u6027\u6ce8\u91ca<\/td><td>\u7cfb\u7edf\u81ea\u52a8\u6216\u624b\u52a8\u914d\u5bf9\u6807\u7b7e\u4e0e\u5c5e\u6027<\/td><td>\u2714<\/td><td>\u2714<\/td><\/tr><tr><td>\u672c\u4f53\u6620\u5c04<\/td><td>AI\u667a\u80fd\u63a8\u8350\u6807\u51c6\u8bcd\u6761\uff0c\u652f\u6301\u4eba\u5de5\u4fee\u6b63<\/td><td>\u2714<\/td><td>\u2714<\/td><\/tr><tr><td>\u532f\u51fa\u7d50\u679c<\/td><td>\u591a\u683c\u5f0f\u5bfc\u51fa\uff0c\u8854\u63a5\u540e\u7eed\u6d41\u7a0b<\/td><td>\u5426<\/td><td>\u2714<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Markup\u7684\u9002\u7528\u4eba\u7fa4\u4e0e\u5e94\u7528\u573a\u666f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u9069\u7528\u4eba\u7fa4<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e34\u5e8a\u4e0e\u751f\u7269\u533b\u5b66\u7814\u7a76\u8005<\/strong>\uff1a\u9ad8\u6548\u62bd\u53d6\u75c5\u5386\u548c\u4fe1\u4ef6\u7ed3\u6784\u5316\u6570\u636e<\/li>\n\n\n\n<li><strong>\u6cd5\u5f8b\u6587\u6863\u5206\u6790\u5e08<\/strong>\uff1a\u81ea\u52a8\u6807\u6ce8\u6587\u6863\u6761\u6b3e\u4e0e\u8981\u7d20<\/li>\n\n\n\n<li><strong>\u6570\u636e\u6807\u6ce8\u56e2\u961f<\/strong>\uff1a\u751f\u6210\u9ad8\u8d28\u91cfNLP\u8bad\u7ec3\u96c6<\/li>\n\n\n\n<li><strong>\u533b\u7597IT\u5de5\u7a0b\u5e08<\/strong>\uff1a\u642d\u5efa\u5927\u89c4\u6a21\u7ed3\u6784\u5316\u8bed\u6599\u5e93<\/li>\n\n\n\n<li><strong>\u5b66\u751f\u53caNLP\u7231\u597d\u8005<\/strong>\uff1a\u7528\u4e8eNLP\u548c\u4fe1\u606f\u62bd\u53d6\u5b66\u4e60\u5b9e\u8df5<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1026\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2026\/05\/image-288.png\" alt=\"Markup\u6587\u6863\u8bf4\u660e\" class=\"wp-image-149577\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/getmarkup.com\/docs\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Markup\u6587\u6863\u8bf4\u660e<\/a><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u5178\u578b\u61c9\u7528\u5834\u666f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u533b\u9662\u7535\u5b50\u75c5\u5386\u7ed3\u6784\u5316\u5904\u7406<\/li>\n\n\n\n<li>AI\u4f01\u4e1a\u667a\u80fd\u8f85\u52a9\u8bca\u65ad\u7cfb\u7edf\u5f00\u53d1<\/li>\n\n\n\n<li>\u6cd5\u5f8b\u516c\u53f8\u6279\u91cf\u5408\u540c\u6587\u672c\u5206\u6790<\/li>\n\n\n\n<li>\u793e\u4ea4\/\u65b0\u95fb\u5e73\u53f0\u81ea\u52a8\u7ed3\u6784\u5316\u8bc4\u8bba\u3001\u65b0\u95fb\u7d20\u6750<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Markup\u4e0e\u540c\u7c7b\u4ea7\u54c1\u5bf9\u6bd4<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u7522\u54c1\u540d\u7a31<\/th><th>AI\u8f85\u52a9\u6ce8\u91ca<\/th><th>\u672c\u4f53\u6620\u5c04<\/th><th>\u591a\u8f93\u5165\u683c\u5f0f<\/th><th>\u5718\u968a\u5354\u4f5c<\/th><th>\u90e8\u7f72\u9748\u6d3b\u6027<\/th><th>\u5178\u578b\u7528\u9014<\/th><\/tr><tr><td>Markup<\/td><td>\u2714<\/td><td>\u2714<\/td><td>\u7d14\u6587\u5b57<\/td><td>\u958b\u767c\u4e2d<\/td><td>\u4e91\u7aef\/\u672c\u5730<\/td><td>\u533b\u7597\u3001\u6cd5\u5f8b<\/td><\/tr><tr><td>BRAT<\/td><td>\u2718<\/td><td>\u90e8\u5206<\/td><td>\u7d14\u6587\u5b57<\/td><td>\u6709<\/td><td>\u672c\u5730<\/td><td>\u751f\u7269\u6807\u6ce8<\/td><\/tr><tr><td>WebAnno<\/td><td>\u2718<\/td><td>\u90e8\u5206<\/td><td>\u7eaf\u6587\u672c\u7b49<\/td><td>\u2714<\/td><td>\u4e91\u7aef\/\u672c\u5730<\/td><td>\u591a\u9818\u57df<\/td><\/tr><tr><td>INCEpTION<\/td><td>\u2714<\/td><td>\u2714<\/td><td>\u591a\u683c\u5f0f<\/td><td>\u2714<\/td><td>\u4e91\u7aef\/\u672c\u5730<\/td><td>\u5b78\u8853\u7814\u7a76<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u5e38\u898b\u554f\u984c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. Markup\u652f\u6301\u54ea\u4e9b\u672c\u4f53\u5e93\uff1f\u53ef\u4ee5\u81ea\u5b9a\u4e49\u5417\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7b54\uff1a<\/strong>Markup\u5185\u7f6eUMLS\u3001SNOMED-CT\u3001ICD-10\u7b49\u533b\u5b66\u672c\u4f53\uff0c\u652f\u6301\u4e0a\u4f20\u81ea\u5b9a\u4e49\u672c\u4f53\u5e93\uff08\u6bcf\u884c\u4e00\u6761\uff0c\u8bcd\u6761\/\u7f16\u53f7\uff09\uff0c\u9002\u5408\u591a\u573a\u666f\u6807\u51c6\u5316\u672f\u8bed\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u6211\u7684\u6570\u636e\u4f1a\u4e0a\u4f20\u4e91\u7aef\u5417\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7b54\uff1a<\/strong>\u7f51\u9875\u7248\u9700\u8054\u7f51\uff0c\u654f\u611f\u6570\u636e\u5efa\u8bae\u90e8\u7f72\u672c\u5730\u7248\uff0c\u6570\u636e\u59cb\u7ec8\u4fdd\u5b58\u5728\u672c\u5730\uff0c\u4fdd\u969c\u5408\u89c4\u548c\u6570\u636e\u5b89\u5168\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u56e2\u961f\u534f\u4f5c\u5982\u4f55\u5b9e\u73b0\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7b54\uff1a<\/strong>\u56e2\u961f\u8d26\u5bc6\u4e0e\u591a\u4eba\u534f\u4f5c\u529f\u80fd\u8ba1\u5212\u4e2d\uff0c\u5f53\u524d\u53ef\u901a\u8fc7\u6587\u4ef6\u5bfc\u5165\/\u5bfc\u51fa\u65b9\u5f0f\u5206\u5de5\u6574\u5408\uff0c\u656c\u8bf7\u5173\u6ce8\u540e\u7eed\u7248\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7efc\u4e0a\uff0c\u501f\u52a9<strong>Markup\u5e73\u53f0<\/strong>\uff0c\u6570\u636e\u5de5\u4f5c\u8005\u3001\u533b\u5b66\u53ca\u6cd5\u5f8b\u9886\u57df\u7814\u7a76\u8005\u53ef\u4ee5\u5728\u63d0\u9ad8\u6548\u7387\u7684\u540c\u65f6\uff0c\u6709\u6548\u964d\u4f4e\u4eba\u5de5\u6807\u6ce8\u8d1f\u62c5\uff0c\u4e3a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4e0e\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u6784\u5efa\u575a\u5b9e\u6570\u636e\u57fa\u7840\u3002\u6b22\u8fce\u67e5\u9605<a href=\"https:\/\/www.getmarkup.com\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Markup\u5b98\u7f51<\/a>\u83b7\u53d6\u6700\u65b0\u529f\u80fd\u8d44\u8baf\uff01<\/p>","protected":false},"author":3,"comment_status":"open","ping_status":"closed","template":"","meta":{"_crsspst_to_aicatswiki":true,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"content_visibility":[262],"sitetag":[17,708,730,2547],"favorites":[563],"class_list":["post-149548","sites","type-sites","status-publish","hentry","sitetag-ai","sitetag-2547","favorites-ai-document-tools"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - 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