{"id":72,"date":"2026-10-01T13:58:04","date_gmt":"2026-10-01T05:58:04","guid":{"rendered":"https:\/\/luqimu.xyz\/?p=72"},"modified":"2026-10-01T13:58:05","modified_gmt":"2026-10-01T05:58:05","slug":"nlp%e6%a6%82%e8%bf%b0","status":"publish","type":"post","link":"https:\/\/luqimu.xyz\/index.php\/2026\/10\/01\/nlp%e6%a6%82%e8%bf%b0\/","title":{"rendered":"NLP\u6982\u8ff0"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u5b9a\u4e49:\u81ea\u7136\u8bed\u8a00\u5904\u7406\u662f\u8ba9\u8ba1\u7b97\u673a\u7406\u89e3\u5904\u7406\u751f\u6210 \u548c\u4f7f\u7528\u4eba\u7c7b\u8bed\u8a00\u7684\u4e00\u7c7b\u4eba\u5de5\u667a\u80fd\u6280\u672f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c1\u4efb\u52a1:\u673a\u5668\u7ffb\u8bd1,\u60c5\u611f\u5206\u6790,\u4fe1\u606f\u62bd\u53d6,\u6587\u672c\u751f\u6210<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u53d1\u5c55\u5386\u7a0b:<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><img decoding=\"async\" src=\"https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20260930181258915.png\" alt=\"image-20260930181258915\"><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1.\u89c4\u5219:\u7528\u89c4\u5219\u7a77\u4e3e\u8bed\u8a00<\/h4>\n\n\n\n<h4 class=\"wp-block-heading\">2.\u7edf\u8ba1\u6982\u7387:<\/h4>\n\n\n\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20260930181829066.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20260930181829066.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"image-20260930181829066\"\/><\/div><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">3.embedding:<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><img decoding=\"async\" src=\"https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20260930181950319.png\" alt=\"image-20260930181950319\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5206\u5e03\u5047\u8bf4:\u8bcd\u4e49\u6765\u81ea\u5b83\u7ecf\u5e38\u51fa\u73b0\u7684\u4e0a\u4e0b\u6587<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img decoding=\"async\" src=\"https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20260930182056430.png\" alt=\"image-20260930182056430\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img decoding=\"async\" src=\"https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20260930182117249.png\" alt=\"image-20260930182117249\"><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">4.RNN:\u53e5\u5b50\u4e0d\u662f\u8bcd\u5411\u91cf\u7684\u65e0\u5e8f\u96c6\u5408<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e3a\u5e8f\u5217\u5faa\u73af\u8bbe\u8ba1.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20261001121026277.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20261001121026277.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"image-20261001121026277\"\/><\/div><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">5.LSTM\u548cGRU:\u8ba9rnn\u5177\u6709\u66f4\u5f3a\u7684\u8bb0\u5fc6\u9009\u62e9\u80fd\u529b<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><img decoding=\"async\" src=\"https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20261001121238206.png\" alt=\"image-20261001121238206\"><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">6.encoder-decoder:seq2seq<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u7f16\u7801\u5668\u8d1f\u8d23\u8bfb\u5165\u539f\u53e5,\u89e3\u7801\u5668\u8d1f\u8d23\u751f\u6210\u8bd1\u6587<\/p>\n\n\n\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20261001121445440.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20261001121445440.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"image-20261001121445440\"\/><\/div><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">7.attention:\u751f\u6210\u6bcf\u4e2a\u8bcd\u65f6,\u90fd\u80fd\u56de\u5934\u770b\u770b\u539f\u53e5\u6700\u76f8\u5173\u7684\u90e8\u5206<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u8f93\u5165\u5e8f\u5217\u4e0d\u518d\u5fc5\u987b\u88ab\u538b\u6210\u4e00\u4e2a\u56fa\u5b9a\u5411\u91cf,\u6bcf\u4e2a\u4f4d\u7f6e\u90fd\u53ef\u4ee5\u91cd\u65b0\u88ab\u8bbf\u95ee<\/p>\n\n\n\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20261001121829572.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20261001121829572.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"image-20261001121829572\"\/><\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">transformer\u7684\u81ea\u6ce8\u610f\u529b\u540c\u4e00\u53e5\u5b50\u5185\u90e8\u6bcf\u4e2a\u8bcd\u5f7c\u6b64\u770b,\u76f4\u63a5\u5efa\u6a21\u5168\u5c40\u5173\u7cfb<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">8.transformer:\u5b8c\u5168\u4f9d\u9760\u6ce8\u610f\u529b\u5efa\u6a21\u8bed\u8a00<\/h4>\n\n\n\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20261001123310827.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20261001123310827.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"image-20261001123310827\"\/><\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">transfomer\u6240\u6709\u4f4d\u7f6e\u53ef\u4ee5\u540c\u65f6\u53c2\u4e0e\u8ba1\u7b97,\u66f4\u9002\u5408gpu\u548ctpu\u5e76\u884c\u8bad\u7ec3<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">9.\u9884\u8bad\u7ec3\u65f6\u4ee3:\u5148\u8bfb\u5927\u91cf\u6587\u672c,\u518d\u5b66\u4e60\u5177\u4f53\u4efb\u52a1<\/h4>\n\n\n\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20261001132644985.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20261001132644985.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"image-20261001132644985\"\/><\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9884\u8bad\u7ec3+\u5fae\u8c03\u6210\u4e3anlp\u7684\u4e3b\u6d41\u8303\u5f0f<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">10.gpt:decoder-only transformer<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ed9\u5b9a\u524d\u9762\u7684\u6587\u672c,\u9884\u6d4b\u4e0b\u4e00\u4e2atoken<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u9762\u4e0a\u53ea\u662f\u8865\u9f50\u4e86\u4e00\u53e5\u8bdd,\u80cc\u540e\u5374\u8feb\u4f7f\u6a21\u578b\u5b66\u4e60\u8bed\u6cd5,\u8bed\u4e49,\u4e8b\u5b9e,\u98ce\u683c\u548c\u5e38\u89c1\u63a8\u7406\u6a21\u5f0f<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u603b\u7ed3<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><img decoding=\"async\" src=\"https:\/\/luqimu.xyz\/wp-content\/uploads\/2026\/10\/image-20261001134838957.png\" alt=\"image-20261001134838957\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5b9a\u4e49:\u81ea\u7136\u8bed\u8a00\u5904\u7406\u662f\u8ba9\u8ba1\u7b97\u673a\u7406\u89e3\u5904\u7406\u751f\u6210 \u548c\u4f7f\u7528\u4eba\u7c7b\u8bed\u8a00\u7684\u4e00\u7c7b\u4eba\u5de5\u667a\u80fd\u6280\u672f. \u5e38\u89c1\u4efb\u52a1:\u673a\u5668\u7ffb\u8bd1,\u60c5\u611f\u5206\u6790,\u4fe1 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-72","post","type-post","status-publish","format-standard","hentry","category-6"],"_links":{"self":[{"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/posts\/72","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/comments?post=72"}],"version-history":[{"count":1,"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/posts\/72\/revisions"}],"predecessor-version":[{"id":84,"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/posts\/72\/revisions\/84"}],"wp:attachment":[{"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/media?parent=72"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/categories?post=72"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/luqimu.xyz\/index.php\/wp-json\/wp\/v2\/tags?post=72"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}