{"id":41005,"date":"2023-03-02T23:06:05","date_gmt":"2023-03-02T15:06:05","guid":{"rendered":"https:\/\/swarma.org\/?p=41005"},"modified":"2023-03-02T23:06:05","modified_gmt":"2023-03-02T15:06:05","slug":"chatgpt-%e7%9a%84%e5%b7%b2%e7%9f%a5%e4%b8%8e%e6%9c%aa%e7%9f%a5%ef%bc%9a%e4%bb%8e%e5%8f%91%e5%b1%95%e8%84%89%e7%bb%9c%e5%88%b0%e6%9c%aa%e8%a7%a3%e4%b9%8b%e8%b0%9c%e4%b8%a8%e5%91%a8%e4%ba%94%e7%9b%b4","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=41005","title":{"rendered":"ChatGPT \u7684\u5df2\u77e5\u4e0e\u672a\u77e5\uff1a\u4ece\u53d1\u5c55\u8109\u7edc\u5230\u672a\u89e3\u4e4b\u8c1c\u4e28\u5468\u4e94\u76f4\u64ad\u00b7\u540eChatGPT\u8bfb\u4e66\u4f1a"},"content":{"rendered":"<div class='wxsyncmain'>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);visibility: visible;\" data-mpa-powered-by=\"yiban.io\">\n<section style=\"outline: 0px;display: inline-block;width: 661px;vertical-align: top;background-color: rgb(246, 246, 246);visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<p style=\"text-align: center;\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-backh=\"241\" data-backw=\"578\" data-ratio=\"0.41640625\" data-s=\"300,640\"  data-type=\"jpeg\" data-w=\"1280\" style=\"width: 100%;height: auto;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-5df2295411a4d6f9da08cc0f5170216e.jpeg\"  \/><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;outline: 0px;letter-spacing: 0.544px;visibility: visible;\">\n<section style=\"outline: 0px;width: 661px;visibility: visible;\">\n<section style=\"padding-right: 3px;outline: 0px;float: left;line-height: 1;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;text-align: left;visibility: visible;\">\n<section style=\"padding-left: 10px;outline: 0px;display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;border-left: 3px solid rgb(33, 166, 210);border-bottom-left-radius: 0px;line-height: 0;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: translate3d(-13px, 0px, 0px);visibility: visible;\">\n<section style=\"outline: 0px;display: inline-block;width: 25px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px;border-color: rgb(33, 166, 210) rgb(33, 166, 210) rgb(15, 76, 129);visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: translate3d(-1px, 0px, 0px);visibility: visible;\">\n<section style=\"outline: 0px;text-align: justify;color: rgb(33, 166, 210);font-size: 16px;line-height: 1.5;visibility: visible;\">\n<p style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;visibility: visible;\">\u5bfc\u8bed<\/strong><\/p>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: translate3d(-13px, 0px, 0px) rotateX(180deg);visibility: visible;\">\n<section style=\"outline: 0px;display: inline-block;width: 24px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px;border-color: rgb(33, 166, 210) rgb(33, 166, 210) rgb(15, 76, 129);visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 4px;padding-left: 4px;outline: 0px;clear: right;box-shadow: rgb(0, 0, 0) 0px 0px 0px;visibility: visible;min-height: 4.5em !important;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 5px;margin-bottom: 5px;outline: 0px;visibility: visible;\">\n<section style=\"padding-right: 8px;padding-left: 8px;outline: 0px;font-size: 13px;line-height: 2;letter-spacing: 0.544px;visibility: visible;\">\n<p style=\"outline: 0px;clear: none;line-height: 2em;visibility: visible;\"><strong style=\"text-indent: 0em;letter-spacing: 0.544px;font-size: 15px;\"><span style=\"font-size: 13px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);\">\u672c\u6b21\u8bfb\u4e66\u4f1a\u7531\u8096\u8fbe\u548c\u674e\u5ae3\u7136\u4e24\u4f4d\u8001\u5e08\u8fdb\u884c\u5206\u4eab\u3002\u5206\u4eab\u5c06\u901a\u8fc7\u5bf9\u6bd4\u4e0d\u540c\u7ffb\u8bd1\u4efb\u52a1\u65f6\u671f\u5b8c\u6210\u8be5\u4efb\u52a1\u65b9\u5f0f\u548c\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u68b3\u7406GPT\u5bb6\u65cf\u7684\u53d1\u5c55\u6f14\u5316\u8109\u7edc\uff0c\u5e76\u7b80\u8981\u4ecb\u7ecd\u6d89\u53ca\u5230\u7684Transformer\u81ea\u6ce8\u610f\u529b\u3001\u9884\u8bad\u7ec3\/\u5fae\u8c03\u3001in-context learning\u3001instruction tuningRLHF\u7b49\u6280\u672f\u548c\u6982\u5ff5\u3002\u8fc7\u7a0b\u4e2d\u7a7f\u63d2\u53cd\u601dOpenAI GPT\u8def\u7ebf\u7684\u6210\u529f\u7684\u542f\u793a\u3002<\/span><\/strong><\/p>\n<p style=\"outline: 0px;clear: none;line-height: 2em;visibility: visible;\"><strong style=\"text-indent: 0em;letter-spacing: 0.544px;font-size: 15px;\"><span style=\"font-size: 13px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);\"><br  \/><\/span><\/strong><\/p>\n<p style=\"outline: 0px;clear: none;line-height: 2em;visibility: visible;\"><strong style=\"text-indent: 0em;letter-spacing: 0.544px;font-size: 15px;\"><span style=\"font-size: 13px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);\">\u5f53\u524d\u6709\u5f88\u591a\u5de5\u4f5c\u89c2\u5bdf\u5230\u5927\u6a21\u578b\u8fed\u4ee3\u53d1\u5c55\u8d8b\u52bf\u548c\u73b0\u8c61\uff0c\u73b0\u8c61\u80cc\u540e\u7684\u6839\u6e90\u4ecd\u4f17\u8bf4\u7eb7\u7ead\u3002\u8fd9\u4e9b\u8ba8\u8bba\u4e3b\u8981\u96c6\u4e2d\u5728\u5927\u6a21\u578b\u6d8c\u73b0\u51fa\u7684 Chain-of-Thoughts\u601d\u7ef4\u94fe\u63a8\u7406\u80fd\u529b\u3001In-Context Learning\u80fd\u529b\u53ca\u4e0d\u7406\u60f3\u7684Hallucination\u751f\u6210\u5e7b\u89c9\u95ee\u9898\u3002\u672c\u6b21\u8bfb\u4e66\u4f1a\u5c06\u4f1a\u68b3\u7406\u4e00\u4e9b\u5927\u6a21\u578b\u7684\u8ff7\u601d\u3001\u63d0\u51fa\u63a2\u8ba8\u89d2\u5ea6\uff0c\u5c1d\u8bd5\u5c06\u5927\u6a21\u578b\u4e0e\u66f4\u591a\u9886\u57df\u7814\u7a76\u5173\u8054\u5728\u4e00\u8d77\u3002<\/span><\/strong><\/p>\n<p style=\"outline: 0px;clear: none;line-height: 2em;visibility: visible;\"><strong style=\"text-indent: 0em;letter-spacing: 0.544px;font-size: 15px;\"><span style=\"font-size: 13px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);\"><br  \/><\/span><\/strong><\/p>\n<p style=\"outline: 0px;clear: none;line-height: 2em;visibility: visible;\"><strong style=\"text-indent: 0em;letter-spacing: 0.544px;font-size: 15px;\"><span style=\"font-size: 13px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);\">\u96c6\u667a\u4ff1\u4e50\u90e8\u7684<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247656500&amp;idx=1&amp;sn=ef9d94a43068525c3b8aa155d8cd9cdc&amp;chksm=e8993eb9dfeeb7af86c86834c2952d4a130be87bfd162a33907c5da6edb6cdd87cc1e4f9b69e&amp;scene=21#wechat_redirect\" textvalue=\"\u201c\u540e ChatGPT\u201d\u8bfb\u4e66\u4f1a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u201c\u540e ChatGPT\u201d\u8bfb\u4e66\u4f1a<\/a>\u7531\u5317\u5e08\u5927\u6559\u6388\u3001\u96c6\u667a\u4ff1\u4e50\u90e8\u521b\u59cb\u4eba\u5f20\u6c5f\u8001\u5e08\u8054\u5408\u8096\u8fbe\u3001\u674e\u5ae3\u7136\u3001\u5d14\u9e4f\u3001\u4faf\u6708\u6e90\u3001\u949f\u7ff0\u5ef7\u3001\u5362\u71da\u7b49\u591a\u4f4d\u8001\u5e08\u5171\u540c\u53d1\u8d77\uff0c\u65e8\u5728\u7cfb\u7edf\u6027\u5730\u68b3\u7406ChatGPT\u6280\u672f\uff0c\u5e76\u53d1\u73b0\u5176\u5f31\u70b9\u4e0e\u77ed\u677f\u3002\u540c\u65f6\uff0c\u7ed3\u5408\u96c6\u667a\u4ff1\u4e50\u90e8\u5e38\u5e74\u6765\u79ef\u7d2f\u7684\u5404\u79cd\u4eba\u5de5\u667a\u80fd\u6280\u672f\u8ba8\u8bba\uff0c\u5c55\u671b\u540eGPT\u65f6\u4ee3\u7684\u4eba\u5de5\u667a\u80fd\u90fd\u6709\u54ea\u4e9b\u53ef\u80fd\u6027\uff1f\u8bfb\u4e66\u4f1a\u81ea2023\u5e743\u67083\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u4e94\u665a\u4e0a\u4e3e\u529e\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba16\u5468\uff0c\u6b22\u8fce\u5bf9\u672c\u8bdd\u9898\u611f\u5174\u8da3\u7684\u670b\u53cb\u62a5\u540d\u53c2\u52a0\uff01<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;width: 661px;visibility: visible;\">\n<section style=\"outline: 0px;clear: both;line-height: 0;visibility: visible;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;visibility: visible;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align: top;visibility: visible;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;vertical-align: middle;display: inline-block;line-height: 0;visibility: visible;\"><img class=\"rich_pages wxw-img\" data-fileid=\"100098753\" data-ratio=\"0.07314814814814814\"  data-type=\"png\" data-w=\"1080\" style=\"outline: 0px;box-sizing: border-box;vertical-align: middle;visibility: visible !important;width: 677px !important;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-6f9f672988af7db277f019eec3e6e952.png\"  \/><\/section>\n<\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"1.9953125\" data-s=\"300,640\"  data-type=\"jpeg\" data-w=\"1280\" style=\"\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-93c4473baa780a23f904aa162dc216e3.jpeg\"  \/><\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><br  \/><\/section>\n<h3 style=\"outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;white-space: normal;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">\u4e0e\u8bfb\u4e66\u4f1a\u6574\u4f53\u4e3b\u9898\u4e4b\u95f4\u7684\u5173\u7cfb<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\"><\/span><\/strong><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"color: rgb(33, 166, 210);font-size: 15px;\">\u8096\u8fbe\u8001\u5e08\u90e8\u5206<\/span><\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u68b3\u7406GPT\u5bb6\u65cf\u7684\u53d1\u5c55\u6f14\u5316\u8109\u7edc\uff0c\u4ecb\u7ecd\u6d89\u53ca\u5230\u7684\u4e3b\u8981\u6982\u5ff5\u548c\u6280\u672f\uff0c\u4e3a\u540e\u7eed\u8ba8\u8bba\u6253\u4e0b\u57fa\u7840<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"color: rgb(33, 166, 210);font-size: 15px;\">\u674e\u5ae3\u7136\u8001\u5e08\u90e8\u5206<\/span><\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\u5c3d\u7ba1\u901a\u8fc7 Ins<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">tr<\/span><span style=\"color: rgb(63, 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data-lark-record-format=\"docx\/record\"><\/span><\/p>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/h3>\n<section style=\"margin-bottom: 0px;\"><br  \/><\/section>\n<h3 style=\"outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;white-space: normal;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft 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0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">\u4e3b\u8981\u6d89\u53ca\u5230\u7684\u77e5\u8bc6\u6982\u5ff5<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Transformer<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">PLM<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Emergence<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">In-context Learning<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Instruction Tuning<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">RLHF<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Chain-of-Thoughts Reasoning<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Hallucination<\/span><\/section>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/h3>\n<section style=\"margin-bottom: 0px;\"><br  \/><\/section>\n<h3 style=\"outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;white-space: normal;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">\u5206\u4eab\u7b80\u4ecb<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br style=\"outline: 0px;letter-spacing: 0.544px;\"  \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"color: rgb(33, 166, 210);font-size: 15px;\">\u8096\u8fbe\u8001\u5e08\u90e8\u5206<\/span><\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4ee5\u7ffb\u8bd1\u4efb\u52a1\u4e3a\u4f8b\uff0c\u6309\u56db\u4e2a\u65f6\u671f<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">1\uff09\u7edf\u8ba1\u673a\u5668\u7ffb\u8bd1\u3001\u795e\u7ecf\u673a\u5668\u7ffb\u8bd1\uff08RNN S2S -&gt; CNN S2S -&gt; Transformer\uff09\uff1b<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2\uff09\u9884\u8bad\u7ec3+\u5fae\u8c03(GPT-1\u3001BERT)\uff1b<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">3\uff09\u57fa\u4e8ePLM\u548c\u6d8c\u73b0\u7684few-shot learning\u548cprompt programming\uff08GPT-2\/3\uff09\uff1b<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">4\uff09\u57fa\u4e8ePLM\u548c\u6307\u4ee4\u5fae\u8c03+RLHF\u7684zero-shot learning\uff08GPT-3.5\/ChatGPT\uff09<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u901a\u8fc7\u5bf9\u6bd4\u6bcf\u4e2a\u65f6\u671f\u5b8c\u6210\u8fd9\u4e2a\u4efb\u52a1\u7684\u65b9\u5f0f\u548c\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u68b3\u7406GPT\u5bb6\u65cf\u7684\u53d1\u5c55\u6f14\u5316\u8109\u7edc\uff0c\u5e76\u7b80\u8981\u4ecb\u7ecd\u6d89\u53ca\u5230\u7684Transformer\u81ea\u6ce8\u610f\u529b\u3001\u9884\u8bad\u7ec3\/\u5fae\u8c03\u3001in-context learning\u3001instruction tuning\u3001RLHF\u7b49\u5173\u952e\u6280\u672f\u548c\u6982\u5ff5\u3002<\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fc7\u7a0b\u4e2d\u7a7f\u63d2\u53cd\u601dOpenAI GPT\u8def\u7ebf\u7684\u6210\u529f\u5e26\u7ed9\u6211\u4eec\u7684\u542f\u793a\uff08\u4e3b\u8981\u4ece\u79d1\u5b66\u7814\u7a76\u7684\u89d2\u5ea6\uff09\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"color: rgb(33, 166, 210);font-size: 15px;\">\u674e\u5ae3\u7136\u8001\u5e08\u90e8\u5206<\/span><\/strong><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5f53\u524d\uff0c\u6709\u5f88\u591a\u5de5\u4f5c\u89c2\u5bdf\u5230\u4e86\u5927\u6a21\u578b\u8fed\u4ee3\u53d1\u5c55\u7684\u4e00\u4e9b\u8d8b\u52bf\u548c\u73b0\u8c61\uff0c\u6bd4\u5982\u5927\u6a21\u578b\u4f1a\u5728\u7279\u5b9a\u7684\u6761\u4ef6\u4e0b\u6d8c\u73b0\u51fa\u4e00\u4e9b\u80fd\u529b\u3002\u5c3d\u7ba1\u6709\u4e86\u8fd9\u4e9b\u89c2\u5bdf\uff0c\u4f46\u8fd9\u4e9b\u73b0\u8c61\u80cc\u540e\u7684\u6839\u672c\u539f\u56e0\u662f\u4ec0\u4e48\uff0c\u4ecd\u7136\u4f17\u8bf4\u7eb7\u7ead\u3002\u8fd9\u4e9b\u8ba8\u8bba\uff0c\u4e3b\u8981\u96c6\u4e2d\u5728\u5927\u6a21\u578b\u6d8c\u73b0\u51fa\u7684 Chain-of-Thoughts \u601d\u7ef4\u94fe\u63a8\u7406\u80fd\u529b\u3001In-Context Learning \u80fd\u529b\u4ee5\u53ca\u4e0d\u7406\u60f3\u7684 Hallucination \u751f\u6210\u5e7b\u89c9\u95ee\u9898\u4e0a\u3002\u5728\u672c\u6b21\u8bfb\u4e66\u4f1a\u4e2d\uff0c\u6211\u4eec\u5c06\u4f1a\u68b3\u7406\u4e00\u4e9b\u5927\u6a21\u578b\u7684\u8ff7\u601d\uff0c\u63d0\u51fa\u4e00\u4e9b\u63a2\u8ba8\u89d2\u5ea6\uff0c\u5c1d\u8bd5\u5c06\u5927\u6a21\u578b\u4e0e\u66f4\u591a\u9886\u57df\u7684\u7814\u7a76\u5173\u8054\u5728\u4e00\u8d77\u3002<\/span><\/section>\n<section style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;white-space: normal;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">\u5206\u4eab\u5927\u7eb2<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br style=\"outline: 0px;letter-spacing: 0.544px;\"  \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"color: rgb(33, 166, 210);font-size: 15px;\">\u8096\u8fbe\u8001\u5e08\u90e8\u5206<\/span><\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u53e4\u5178\u65f6\u4ee3\uff1a\u795e\u7ecf\u673a\u5668\u7ffb\u8bd1\uff08RNN S2S -&gt; CNN S2S -&gt; Transformer\uff09<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e2d\u4e16\u7eaa\uff1a\u9884\u8bad\u7ec3+\u5fae\u8c03(GPT-1\u3001BERT)<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6587\u827a\u590d\u5174\uff1a\u57fa\u4e8ePLM\u548c\u6d8c\u73b0\u7684few-shot learning\u548cprompt programming\uff08GPT-2\/3\uff09<\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5de5\u4e1a\u9769\u547d\uff1a\u57fa\u4e8ePLM\u548c\u6307\u4ee4\u5fae\u8c03+RLHF\u7684zero-shot learning\uff08GPT-3.5\/ChatGPT\uff09<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"color: rgb(33, 166, 210);font-size: 15px;\">\u674e\u5ae3\u7136\u8001\u5e08\u90e8\u5206<\/span><\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a8\u7406\u4e4b\u8c1c\uff1a\u5982\u4f55\u624d\u80fd\u8ba9\u6a21\u578b\u5b66\u4f1a\u63a8\u7406\uff1f\u63a8\u7406\u80fd\u529b\u4e0e\u5176\u5b83\u80fd\u529b\u662f\u4ec0\u4e48\u6837\u7684\u5173\u7cfb\uff1f<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6d8c\u73b0\u4e4b\u8c1c\uff1a\u4e3a\u4f55\u4f1a\u6d8c\u73b0\u51fa In-Context Learning \u7684\u80fd\u529b\uff1f\u80fd\u529b\u7684\u6d8c\u73b0\u662f\u53ef\u4ee5\u88ab\u9884\u6d4b\u7684\u5417\uff1f<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5e7b\u89c9\u4e4b\u8c1c\uff1a\u5982\u4f55\u80fd\u7f13\u89e3\u751f\u6210\u5e7b\u89c9\u7684\u95ee\u9898\uff1f\u5e7b\u89c9\u4e0e\u56e0\u679c\u63a8\u65ad\u3001\u795e\u7ecf\u79d1\u5b66\u6709\u4ec0\u4e48\u5173\u8054\u5417\uff1f<\/span><\/section>\n<section style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;white-space: normal;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">\u4e3b\u8bb2\u4eba<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"468\" data-ratio=\"1\"  data-type=\"png\" data-w=\"468\" data-width=\"468\" style=\"width: 171px;height: 171px;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-8d0d933d02d57ef97884287153d812db.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8096\u8fbe<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"> \uff0c\u96c6\u667a\u79d1\u5b66\u5bb6\u793e\u7fa4\u6210\u5458\uff0c\u4eba\u5de5\u667a\u80fd\u516c\u53f8\u5f69\u4e91\u5929\u6c14\u8054\u5408\u521b\u59cb\u4eba\u3001\u9996\u5e2d\u79d1\u5b66\u5bb6\uff0c\u4e3b\u8981\u8d1f\u8d23\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u548c\u7b97\u6cd5\u7684\u7814\u53d1\u7528\u4e8e\u5f69\u4e91\u5929\u6c14\u3001\u5f69\u4e91\u5c0f\u8bd1\u3001\u5f69\u4e91\u5c0f\u68a6\u7b49\u4ea7\u54c1\uff0c\u5317\u4eac\u90ae\u7535\u5927\u5b66\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b66\u9662\u8bb2\u5e08\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u96c6\u667a\u6591\u56fe\u4e2a\u4eba\u4e3b\u9875\uff1ahttps:\/\/pattern.swarma.org\/user\/2118<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"2820\" data-ratio=\"1.3988095238095237\"  data-type=\"jpeg\" data-w=\"2016\" data-width=\"2016\" style=\"width: 166px;height: 232px;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-17161e91b44c308baed5c00ea1902c88.jpeg\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u674e\u5ae3\u7136<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u96c6\u667a\u5b66\u56ed\u8bb2\u5e08\u3001\u96c6\u667a\u4ff1\u4e50\u90e8\u6838\u5fc3\u6210\u5458\u3002\u66fe\u4efb\u5c0f\u7c73\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u9ad8\u7ea7\u7b97\u6cd5\u5de5\u7a0b\u5e08\u53ca\u573a\u666f\u5bf9\u8bdd\u56e2\u961f\u7814\u53d1\u8d1f\u8d23\u4eba\uff0c\u540c\u65f6\u4e5f\u517c\u4efb\u7740\u5317\u4eac\u5927\u5b66\u5fc3\u7406\u4e0e\u8ba4\u77e5\u5b66\u9662\u7684\u884c\u4e1a\u5bfc\u5e08\u3002\u5176\u591a\u5e74\u62c5\u4efb AAAI\uff0cACL\uff0cEMNLP\u7b49\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\u7684\u5ba1\u7a3f\u4eba\uff0c\u5e76\u62c5\u4efb EMNLP 2022 \u9886\u57df\u4e3b\u5e2d\u3002\u5176\u66fe\u5728\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\u53ca\u671f\u520a\u4e0a\u53d1\u8868\u8bba\u6587\u4e8c\u5341\u4f59\u7bc7\uff0c\u6db5\u76d6\u60c5\u611f\u8ba1\u7b97\u3001\u4eba\u673a\u5bf9\u8bdd\u3001\u81ea\u7136\u8bed\u8a00\u751f\u6210\u7b49\u7814\u7a76\u9886\u57df\uff0c\u8c37\u6b4c\u5b66\u672f\u7d2f\u8ba1\u5f15\u7528\u903e2000\u6b21\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u96c6\u667a\u6591\u56fe\u4e2a\u4eba\u4e3b\u9875\uff1ahttps:\/\/pattern.swarma.org\/user\/39<\/span><\/section>\n<section style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;white-space: normal;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">\u76f4\u64ad\u4fe1\u606f<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br style=\"outline: 0px;letter-spacing: 0.544px;\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u65f6\u95f4\uff1a<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">2022\u5e743\u67083\u65e5\uff08\u5468\u4e94\uff09 &nbsp;\u665a\u4e0a 19:30-21:30<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u53c2\u4e0e\u65b9\u5f0f\uff1a<\/span><\/strong><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"400\" data-ratio=\"1\"  data-type=\"png\" data-w=\"400\" data-width=\"400\" style=\"width: 140px;height: 140px;\" src=\"\/wp-content\/uploads\/2023\/03\/wxsync-2023-03-ca67f79aa1572d31260ac0acb6bb4d17.png\"  \/><\/section>\n<section style=\"line-height: 1.75em;\">\n<p style=\"margin-bottom: 0px;margin-left: 8px;margin-right: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u626b\u7801\u53c2\u4e0e\u8bfb\u4e66\u4f1a\uff0c\u52a0\u5165\u7fa4\u804a\u83b7\u53d6\u672c\u7cfb\u5217\u8bfb\u4e66\u4f1a\u7684\u89c6\u9891\u56de\u653e\u6743\u9650\u3001\u8d44\u6599\u6743\u9650\uff0c\u4e0e\u793e\u533a\u7684\u4e00\u7ebf\u79d1\u7814\u5de5\u4f5c\u8005\u548c\u4f01\u4e1a\u5b9e\u8df5\u8005\u6c9f\u901a\u4ea4\u6d41\u3002<\/span><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 0px;outline: 0px;letter-spacing: 0.544px;white-space: normal;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);text-align: center;justify-content: center;\">\n<section style=\"outline: 0px;display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;box-shadow: rgb(0, 0, 0) 0px 0px 0px;border-bottom: 9px solid rgb(169, 215, 227);border-bottom-right-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: -15px;outline: 0px;\">\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;line-height: 2;letter-spacing: 3px;\">\n<p style=\"outline: 0px;color: rgb(12, 130, 169);font-size: 16px;\"><strong style=\"outline: 0px;\"><br style=\"outline: 0px;\"  \/><\/strong><\/p>\n<p style=\"outline: 0px;color: rgb(12, 130, 169);font-size: 16px;\"><strong style=\"outline: 0px;\">\u201c\u540eChatGPT\u201d\u8bfb\u4e66\u4f1a\u542f\u52a8<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);\">\n<p style=\"outline: 0px;\"><br style=\"outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;\"  \/><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;line-height: 2em;\"><span style=\"outline: 0px;color: rgb(136, 136, 136);font-size: 15px;letter-spacing: 0.544px;text-decoration: none solid rgb(136, 136, 136);\">\u96c6\u667a\u4ff1\u4e50\u90e8\u7684<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247656500&amp;idx=1&amp;sn=ef9d94a43068525c3b8aa155d8cd9cdc&amp;chksm=e8993eb9dfeeb7af86c86834c2952d4a130be87bfd162a33907c5da6edb6cdd87cc1e4f9b69e&amp;scene=21#wechat_redirect\" textvalue=\"\u201c\u540e ChatGPT\u201d\u8bfb\u4e66\u4f1a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 15px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);outline: 0px;-webkit-tap-highlight-color: rgba(0, 0, 0, 0);cursor: pointer;\" rel=\"noopener noreferrer\">\u201c\u540e ChatGPT\u201d\u8bfb\u4e66\u4f1a<\/a>\u7531\u5317\u5e08\u5927\u6559\u6388\u3001\u96c6\u667a\u4ff1\u4e50\u90e8\u521b\u59cb\u4eba\u5f20\u6c5f\u8001\u5e08\u8054\u5408\u8096\u8fbe\u3001\u674e\u5ae3\u7136\u3001\u5d14\u9e4f\u3001\u4faf\u6708\u6e90\u3001\u949f\u7ff0\u5ef7\u3001\u5362\u71da\u7b49\u591a\u4f4d\u8001\u5e08\u5171\u540c\u53d1\u8d77\uff0c\u65e8\u5728\u7cfb\u7edf\u6027\u5730\u68b3\u7406ChatGPT\u6280\u672f\uff0c\u5e76\u53d1\u73b0\u5176\u5f31\u70b9\u4e0e\u77ed\u677f\u3002\u540c\u65f6\uff0c\u7ed3\u5408\u96c6\u667a\u4ff1\u4e50\u90e8\u5e38\u5e74\u6765\u79ef\u7d2f\u7684\u5404\u79cd\u4eba\u5de5\u667a\u80fd\u6280\u672f\u8ba8\u8bba\uff0c\u5c55\u671b\u540eGPT\u65f6\u4ee3\u7684\u4eba\u5de5\u667a\u80fd\u90fd\u6709\u54ea\u4e9b\u53ef\u80fd\u6027\uff1f\u8bfb\u4e66\u4f1a\u81ea2023\u5e743\u67083\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u4e94\u665a\u4e0a\u4e3e\u529e\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba16\u5468\uff0c\u6b22\u8fce\u5bf9\u672c\u8bdd\u9898\u611f\u5174\u8da3\u7684\u670b\u53cb\u62a5\u540d\u53c2\u52a0\uff01<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;line-height: 2em;\"><span style=\"outline: 0px;color: rgb(136, 136, 136);font-size: 15px;letter-spacing: 0.544px;text-decoration: none solid rgb(136, 136, 136);\"><br  \/><\/span><\/section>\n<\/section>\n<p style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);line-height: 2em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247656500&amp;idx=1&amp;sn=ef9d94a43068525c3b8aa155d8cd9cdc&amp;chksm=e8993eb9dfeeb7af86c86834c2952d4a130be87bfd162a33907c5da6edb6cdd87cc1e4f9b69e&amp;scene=21#wechat_redirect\" textvalue=\"\u4f60\u5df2\u9009\u4e2d\u4e86\u6dfb\u52a0\u94fe\u63a5\u7684\u5185\u5bb9\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"1\" rel=\"noopener noreferrer\"><span class=\"js_jump_icon h5_image_link\" style=\"outline: 0px;line-height: 0;vertical-align: bottom;user-select: none;\"><img class=\"rich_pages wxw-img\" data-backh=\"337\" data-backw=\"562\" data-ratio=\"0.6\"  data-w=\"1080\" style=\"outline: 0px;border-width: 0px;border-style: initial;border-color: initial;font-family: -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, 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