Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the betterdocs domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114

Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the jnews-view-counter domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114

Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the wp-statistics domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114

Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the wpdiscuz domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114

Notice: 函数 _load_textdomain_just_in_time 的调用方法不正确。 jnews 域的翻译加载触发过早。这通常表示插件或主题中的某些代码运行过早。翻译应在 init 操作或之后加载。请查阅调试 WordPress来获取更多信息。（这个消息是在 6.7.0 版本添加的。） in /data/user/htdocs/wp-includes/functions.php on line 6114

Notice: 函数 _load_textdomain_just_in_time 的调用方法不正确。 jnews-like 域的翻译加载触发过早。这通常表示插件或主题中的某些代码运行过早。翻译应在 init 操作或之后加载。请查阅调试 WordPress来获取更多信息。（这个消息是在 6.7.0 版本添加的。） in /data/user/htdocs/wp-includes/functions.php on line 6114

Warning: Cannot modify header information - headers already sent by (output started at /data/user/htdocs/wp-includes/functions.php:6114) in /data/user/htdocs/wp-includes/rest-api/class-wp-rest-server.php on line 1893

Warning: Cannot modify header information - headers already sent by (output started at /data/user/htdocs/wp-includes/functions.php:6114) in /data/user/htdocs/wp-includes/rest-api/class-wp-rest-server.php on line 1893

Warning: Cannot modify header information - headers already sent by (output started at /data/user/htdocs/wp-includes/functions.php:6114) in /data/user/htdocs/wp-includes/rest-api/class-wp-rest-server.php on line 1893

Warning: Cannot modify header information - headers already sent by (output started at /data/user/htdocs/wp-includes/functions.php:6114) in /data/user/htdocs/wp-includes/rest-api/class-wp-rest-server.php on line 1893

Warning: Cannot modify header information - headers already sent by (output started at /data/user/htdocs/wp-includes/functions.php:6114) in /data/user/htdocs/wp-includes/rest-api/class-wp-rest-server.php on line 1893

Warning: Cannot modify header information - headers already sent by (output started at /data/user/htdocs/wp-includes/functions.php:6114) in /data/user/htdocs/wp-includes/rest-api/class-wp-rest-server.php on line 1893

Warning: Cannot modify header information - headers already sent by (output started at /data/user/htdocs/wp-includes/functions.php:6114) in /data/user/htdocs/wp-includes/rest-api/class-wp-rest-server.php on line 1893

Warning: Cannot modify header information - headers already sent by (output started at /data/user/htdocs/wp-includes/functions.php:6114) in /data/user/htdocs/wp-includes/rest-api/class-wp-rest-server.php on line 1893
{"id":30265,"date":"2024-04-24T23:36:07","date_gmt":"2024-04-24T15:36:07","guid":{"rendered":"https:\/\/linguaresources.com\/?p=30265"},"modified":"2024-07-18T21:32:39","modified_gmt":"2024-07-18T13:32:39","slug":"%e5%85%b3%e4%ba%8e%e5%8c%bb%e7%96%97%e4%bf%9d%e5%81%a5%e9%a2%86%e5%9f%9f-genai-%e7%9a%84%e8%b0%83%e6%9f%a5%e6%98%be%e7%a4%ba%e4%bb%8e%e4%b8%9a%e4%ba%ba%e5%91%98%e6%9b%b4%e9%9d%92%e7%9d%90%e8%a1%8c","status":"publish","type":"post","link":"https:\/\/linguaresources.com\/?p=30265","title":{"rendered":"\u5173\u4e8e\u533b\u7597\u4fdd\u5065\u9886\u57df GenAI \u7684\u8c03\u67e5\u663e\u793a\u4ece\u4e1a\u4eba\u5458\u66f4\u9752\u7750\u884c\u4e1a\u548c\u4efb\u52a1\u7279\u5b9a\u6a21\u578b"},"content":{"rendered":"

2024\u5e744\u670823\u65e5\uff0c\u7f8e\u56fd\u5fb7\u514b\u8428\u65af\u5dde\uff0cLEWES \u2014\u2014\u533b\u7597\u4fdd\u5065\u9886\u57df\u7684\u4eba\u5de5\u667a\u80fd\u516c\u53f8 John Snow Labs <\/span><\/a>\u5ba3\u5e03\u4e86\u9996\u5c4a\u533b\u7597\u4fdd\u5065\u9886\u57df\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u8c03\u67e5\uff08 Generative AI in Healthcare Survey<\/span><\/a>\uff09\u7684\u7ed3\u679c\u3002\u8be5\u8c03\u67e5\u7531 Gradient Flow<\/span><\/a>\u516c\u53f8\u8fdb\u884c\uff0c\u63a2\u8ba8\u4e86\u533b\u7597\u4fdd\u5065\u548c\u751f\u547d\u79d1\u5b66\u4ece\u4e1a\u4eba\u5458\u4f7f\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff08GenAI\uff09\u7684\u8d8b\u52bf\u3001\u5de5\u5177\u548c\u884c\u4e3a\u3002\u8c03\u67e5\u7ed3\u679c\u663e\u793a\uff0cGenAI \u7684\u9884\u7b97\u5168\u9762\u5927\u5e45\u589e\u957f\uff0c\u4e94\u5206\u4e4b\u4e00\u7684\u6280\u672f\u9886\u5bfc\u8005\u7684\u9884\u7b97\u589e\u957f\u8d85\u8fc7 300%\uff0c\u8fd9\u53cd\u6620\u51fa\u4e86\u5f3a\u5927\u7684\u5ba3\u4f20\u548c\u6295\u8d44\u529b\u5ea6\u3002<\/p>\n

\u8c03\u67e5\u5f3a\u8c03\u4e86\u533b\u7597\u4fdd\u5065\u884c\u4e1a\u4ece\u4e1a\u4eba\u5458\u7279\u6709\u7684\u4e00\u4e9b\u5173\u952e\u4f18\u5148\u4e8b\u9879\u3002\u5728\u8bc4\u4f30\u5927\u578b\u8bed\u8a00\u6a21\u578b (LLM) \u65f6\uff0c\u5bf9\u533b\u7597\u4fdd\u5065\u4e13\u7528\u6a21\u578b\u7684\u5f3a\u70c8\u504f\u597d\u662f\u4e00\u4e2a\u5173\u952e\u6807\u51c6\u3002\u4e0e\u53ef\u91cd\u590d\u6027\uff083.91\uff09\u3001\u6cd5\u5f8b\u548c\u58f0\u8a89\u98ce\u9669\uff083.89\uff09\u3001\u53ef\u89e3\u91ca\u6027\u548c\u900f\u660e\u5ea6\uff083.83\uff09\u4ee5\u53ca\u6210\u672c\uff083.8\uff09\u76f8\u6bd4\uff0c\u8981\u6c42\u6a21\u578b\u4e13\u95e8\u9488\u5bf9\u533b\u7597\u4fdd\u5065\u884c\u4e1a\u8fdb\u884c\u8c03\u6574\uff084.03 \u5e73\u5747\u54cd\u5e94\uff09\u7684\u91cd\u8981\u6027\u66f4\u9ad8\u3002\u5728\u8bc4\u4f30 LLM \u65f6\uff0c\u51c6\u786e\u6027\u662f\u91cd\u4e2d\u4e4b\u91cd\uff0c\u800c\u7f3a\u4e4f\u51c6\u786e\u6027\u5219\u88ab\u8ba4\u4e3a\u662f GenAI \u9879\u76ee\u7684\u6700\u5927\u98ce\u9669\u3002<\/p>\n

\u53e6\u4e00\u4e2a\u91cd\u8981\u53d1\u73b0\u662f\uff0c\u4eba\u4eec\u66f4\u503e\u5411\u4e8e\u4f7f\u7528\u5c0f\u578b\u7684\u3001\u9488\u5bf9\u7279\u5b9a\u4efb\u52a1\u7684\u8bed\u8a00\u6a21\u578b\u3002\u4e0e\u901a\u7528 LLM \u4e0d\u540c\uff0c\u8fd9\u4e9b\u6709\u9488\u5bf9\u6027\u7684\u6a21\u578b\u9488\u5bf9\u7279\u5b9a\u7684\u4f7f\u7528\u6848\u4f8b\u8fdb\u884c\u4e86\u4f18\u5316\u3002\u8c03\u67e5\u7ed3\u679c\u53cd\u6620\u4e86\u8fd9\u4e00\u70b9\uff0c36% \u7684\u53d7\u8bbf\u8005\u4f7f\u7528\u533b\u7597\u4fdd\u5065\u7279\u5b9a\u4efb\u52a1\u4e13\u7528\u8bed\u8a00\u6a21\u578b\u3002\u5f00\u6e90 LLM\uff0824%\uff09\u548c\u5f00\u6e90\u7279\u5b9a\u4efb\u52a1\u6a21\u578b\uff0821%\uff09\u7d27\u968f\u5176\u540e\u3002\u4e13\u6709 LLM \u7684\u4f7f\u7528\u7387\u8f83\u4f4e\uff0c\u65e0\u8bba\u662f\u901a\u8fc7 SaaS API\uff0818%\uff09\u8fd8\u662f\u5185\u90e8\u90e8\u7f72\uff087%\uff09\u3002<\/p>\n

\u5728\u5982\u4f55\u6d4b\u8bd5\u548c\u6539\u8fdb\u6a21\u578b\u65b9\u9762\uff0c\u8c03\u67e5\u5f3a\u8c03\u4e86\u4e00\u79cd\u65e2\u80fd\u89e3\u51b3\u533b\u7597\u4fdd\u5065\u884c\u4e1a\u51c6\u786e\u6027\u95ee\u9898\u53c8\u80fd\u89e3\u51b3\u5408\u89c4\u6027\u95ee\u9898\u7684\u505a\u6cd5\uff1a\u4eba\u5728\u73af\u8def\uff08human-in-the-loop\uff09<\/span>\u5de5\u4f5c\u6d41\u7a0b\u3002\u8fd9\u662f\u8fc4\u4eca\u4e3a\u6b62\u6d4b\u8bd5\u548c\u6539\u8fdb LLM \u6700\u5e38\u89c1\u7684\u6b65\u9aa4\uff0855%\uff09\uff0c\u5176\u6b21\u662f\u76d1\u7763\u5fae\u8c03\uff0832%\uff09\u4ee5\u53ca\u53ef\u89e3\u91ca\u6027\u5de5\u5177\u548c\u6280\u672f\uff0825%\uff09\u3002\u4eba\u5728\u73af\u8def\u7684\u65b9\u6cd5\u4f7f\u6570\u636e\u79d1\u5b66\u5bb6\u548c\u9886\u57df\u4e13\u5bb6\u80fd\u591f\u8f7b\u677e\u5408\u4f5c\uff0c\u6839\u636e\u4ed6\u4eec\u7684\u786e\u5207\u9700\u6c42\u5bf9\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u3001\u6d4b\u8bd5\u548c\u5fae\u8c03\uff0c\u5e76\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u6839\u636e\u53cd\u9988\u5bf9\u6a21\u578b\u8fdb\u884c\u6539\u8fdb\u3002<\/p>\n

John Snow Labs \u9996\u5e2d\u6280\u672f\u5b98\u5927\u536b\u00b7\u5854\u5c14\u6bd4\uff08David Talby\uff09\u8868\u793a\uff1a\u201c\u533b\u7597\u4fdd\u5065\u4ece\u4e1a\u8005\u5df2\u7ecf\u5728 GenAI \u4e0a\u6295\u5165\u4e86\u5927\u91cf\u8d44\u91d1\uff0c\u867d\u7136\u9884\u7b97\u53ef\u80fd\u5e76\u4e0d\u662f\u4ed6\u4eec\u6700\u5173\u5fc3\u7684\u95ee\u9898\uff0c\u4f46\u5f88\u660e\u663e\uff0c\u51c6\u786e\u6027\u3001\u9690\u79c1\u548c\u533b\u7597\u4fdd\u5065\u9886\u57df\u7684\u4e13\u4e1a\u77e5\u8bc6\u8fd9\u4e9b\u56e0\u7d20\u90fd\u81f3\u5173\u91cd\u8981\u3002\u201d\u8c03\u67e5\u7ed3\u679c\u63ed\u793a\u4e86\u533b\u7597\u4fdd\u5065\u7279\u5b9a\u3001\u4efb\u52a1\u7279\u5b9a\u8bed\u8a00\u6a21\u578b\u7684\u91cd\u8981\u6027\uff0c\u4ee5\u53ca\u4f5c\u4e3a\u5b9e\u73b0\u51c6\u786e\u3001\u5408\u89c4\u548c\u8d1f\u8d23\u4efb\u5730\u4f7f\u7528\u8be5\u6280\u672f\u7684\u91cd\u8981\u6280\u672f\u7684\u4eba\u5728\u73af\u8def\u5de5\u4f5c\u6d41\u7a0b\u7684\u91cd\u8981\u6027\u3002<\/p>\n

\u6700\u540e\uff0c\u8c03\u67e5\u8fd8\u63a2\u8ba8\u4e86\u5728\u533b\u7597\u4fdd\u5065 GenAI \u9879\u76ee\u4e2d\u5e94\u7528\u8d1f\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\u539f\u5219\u7684\u5927\u91cf\u540e\u671f\u5de5\u4f5c\u3002\u636e\u62a5\u544a\uff0c\u7f3a\u4e4f\u51c6\u786e\u6027\uff083.78\uff09\u4ee5\u53ca\u6cd5\u5f8b\u548c\u58f0\u8a89\u98ce\u9669\uff083.62\uff09\u662f\u6700\u4ee4\u4eba\u62c5\u5fe7\u7684\u969c\u788d\u3002\u66f4\u7cdf\u7cd5\u7684\u662f\uff0c\u5927\u591a\u6570 GenAI \u9879\u76ee\u5c1a\u672a\u9488\u5bf9\u6240\u5f15\u7528\u7684\u4efb\u4f55 LLM \u8981\u6c42\u8fdb\u884c\u6d4b\u8bd5\u3002\u5728\u5df2\u7ecf\u6d4b\u8bd5\u8fc7\u7684\u9879\u76ee\u4e2d\uff0c\u516c\u5e73\u6027\uff0832%\uff09\u3001\u53ef\u89e3\u91ca\u6027\uff0827%\uff09\u3001\u79c1\u4eba\u6570\u636e\u6cc4\u9732\uff0827%\uff09\u3001\u5e7b\u89c9\uff0826%\uff09\u548c\u504f\u89c1\uff0826%\uff09\u662f\u6700\u5e38\u89c1\u7684\u6d4b\u8bd5\u9879\u76ee\u3002\u8fd9\u8868\u660e\uff0c\u8d85\u8fc7\u4e09\u5206\u4e4b\u4e00\u7684\u7ec4\u7ec7\u6b63\u5728\u6d4b\u8bd5\u8d1f\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\u7684\u4efb\u4f55\u65b9\u9762\u3002<\/p>\n

\u7f8e\u56fd\u4e1c\u90e8\u65f6\u95f4 4 \u6708 30 \u65e5\u4e0b\u5348 2 \u70b9\uff0c\u6765\u81ea Gradient Flow \u516c\u53f8\u7684\u672c\u00b7\u7f57\u745e\u5361\uff08Ben Lorica) \u535a\u58eb\u548c\u6765\u81ea\u00a0John Snow Labs\u00a0<\/span>\u7684\u5927\u536b\u00b7\u5854\u5c14\u6bd4\u535a\u58eb\u5c06\u4e3e\u884c\u4e00\u573a \u7f51\u7edc\u7814\u8ba8\u4f1a<\/span><\/a>\uff0c\u5c31\u8c03\u67e5\u7ed3\u679c\u548c GenAI \u5728\u533b\u7597\u4fdd\u5065\u9886\u57df\u7684\u73b0\u72b6\u63d0\u4f9b\u66f4\u591a\u7ec6\u8282\u548c\u5206\u6790\u3002<\/p>\n

\u5173\u4e8eJohn Snow Labs<\/strong><\/p>\n

John Snow Labs<\/span><\/a>\u662f\u4e00\u5bb6\u9762\u5411\u533b\u7597\u4fdd\u5065\u7684\u4eba\u5de5\u667a\u80fd\u516c\u53f8\uff0c\u5b83\u63d0\u4f9b\u6700\u5148\u8fdb\u7684\u8f6f\u4ef6\u3001\u6a21\u578b\u548c\u6570\u636e\uff0c\u5e2e\u52a9\u533b\u7597\u4fdd\u5065\u548c\u751f\u547d\u79d1\u5b66\u673a\u6784\u5145\u5206\u5229\u7528\u4eba\u5de5\u667a\u80fd\u3002John Snow Labs <\/span>\u662f Spark NLP\u3001Healthcare NLP\u3001Healthcare GPT LLM\u3001Generative AI Lab No-Code Platform \u548c Medical Chatbot \u7684\u5f00\u53d1\u5546\uff0c\u5176\u5c61\u83b7\u6b8a\u8363\u7684\u533b\u7597\u4eba\u5de5\u667a\u80fd\u8f6f\u4ef6\u4e3a\u4e16\u754c\u9886\u5148\u7684\u5236\u836f\u516c\u53f8\u3001\u5b66\u672f\u533b\u7597\u4e2d\u5fc3\u548c\u5065\u5eb7\u6280\u672f\u516c\u53f8\u63d0\u4f9b\u652f\u6301\u3002\u8be5\u516c\u53f8\u662f NLP \u5cf0\u4f1a<\/span><\/a>\u7684\u521b\u5efa\u8005\u548c\u4e3b\u529e\u65b9\uff0c\u81f4\u529b\u4e8e\u8fdb\u4e00\u6b65\u6559\u80b2\u548c\u63a8\u52a8\u5168\u7403\u4eba\u5de5\u667a\u80fd\u793e\u533a\u7684\u53d1\u5c55\u3002<\/p>\n

\u8054\u7cfb\u4eba<\/strong><\/p>\n

\u5409\u5a1c\u00b7\u6234\u6587\uff08Gina Devine\uff09<\/span><\/p>\n

John Snow Labs<\/span>gina@johnsnowlabs.com<\/span><\/a><\/p>\n

\uff08\u673a\u5668\u7ffb\u8bd1\uff0c\u8f7b\u5ea6\u8bd1\u540e\u7f16\u8f91\uff0c\u4ec5\u4f9b\u53c2\u8003\uff09<\/p>\n

\u539f\u6587\u94fe\u63a5<\/a><\/p>\n

\u7f16\u8f91\uff1a\u6b66\u5a07\u9633<\/p>\n","protected":false},"excerpt":{"rendered":"