{"id":79272,"date":"2026-05-09T17:23:03","date_gmt":"2026-05-09T09:23:03","guid":{"rendered":"https:\/\/www.yimenapp.com\/kb-yimen\/?p=79272"},"modified":"2026-05-09T17:23:03","modified_gmt":"2026-05-09T09:23:03","slug":"nlp%e5%bc%80%e5%8f%91%e6%a1%86%e6%9e%b6%e6%9c%89%e5%93%aa%e4%ba%9b%e6%8e%a8%e8%8d%90%e7%9a%84%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yimenapp.com\/kb-yimen\/79272\/","title":{"rendered":"nlp\u5f00\u53d1\u6846\u67b6\u6709\u54ea\u4e9b\u63a8\u8350\u7684\uff1f"},"content":{"rendered":"<p>NLP\uff08\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff09\u662f\u4e00\u79cd\u6d89\u53ca\u8ba1\u7b97\u673a\u79d1\u5b66\u3001\u4eba\u5de5\u667a\u80fd\u548c\u8bed\u8a00\u5b66\u7684\u4ea4\u53c9\u5b66\u79d1\uff0c\u65e8\u5728\u8ba9\u8ba1\u7b97\u673a\u80fd\u591f\u7406\u89e3\u3001\u89e3\u91ca\u548c\u751f\u6210\u4eba\u7c7b\u8bed\u8a00\u3002\u5728NLP\u5e94\u7528\u7a0b\u5e8f\u4e2d\uff0c\u6709\u8bb8\u591a\u5f00\u53d1\u6846\u67b6\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u5feb\u901f\u6784\u5efa\u548c\u90e8\u7f72\u9ad8\u8d28\u91cf\u7684NLP\u5e94\u7528\u7a0b\u5e8f\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u4ecb\u7ecd\u4e00\u4e9b\u5e38\u89c1\u7684NLP\u5f00\u53d1\u6846\u67b6\u53ca\u5176\u539f\u7406\u3002<\/p>\n<p>1. NLTK<\/p>\n<p>NLTK\uff08\u81ea\u7136\u8bed\u8a00\u5de5\u5177\u5305\uff09<span class=\"wpcom_tag_link\"><a href=\"https:\/\/www.yimenapp.com\/kb-yimen\/tag\/%e6%98%af%e4%b8%80%e4%b8%aa\/\" title=\"\u662f\u4e00\u4e2a\" target=\"_blank\">\u662f\u4e00\u4e2a<\/a><\/span>\u6d41\u884c\u7684Python\u5e93\uff0c\u7528\u4e8eNLP\u4efb\u52a1\u7684<a href=\"https:\/\/www.yimenapp.cn\/fengzhuang-152.html\">app\u7aefweb\u7aef<\/a>\u5f00\u53d1\u548c\u6559\u80b2\u3002\u5b83\u63d0\u4f9b\u4e86\u5404\u79cd\u5de5\u5177\u548c\u6570\u636e\u96c6\uff0c\u53ef\u4ee5\u7528\u4e8e\u6587\u672c\u9884\u5904\u7406\u3001\u5206\u8bcd\u3001\u8bcd\u6027\u6807\u6ce8\u3001\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u3001\u8bed\u6cd5\u5206\u6790\u3001\u8bed\u4e49\u5206\u6790\u548c\u673a\u5668\u7ffb\u8bd1\u7b49\u4efb\u52a1\u3002\u5b83\u7684\u539f\u7406\u662f\u57fa\u4e8ePython\u8bed\u8a00\u548c\u4e00\u4e9b\u6807\u51c6\u7684NLP\u7b97\u6cd5\u548c<span class=\"wpcom_tag_link\"><a href=\"https:\/\/www.yimenapp.com\/kb-yimen\/tag\/%e6%95%b0%e6%8d%ae%e7%bb%93%e6%9e%84\/\" title=\"\u6570\u636e\u7ed3\u6784\" target=\"_blank\">\u6570\u636e\u7ed3\u6784<\/a><\/span>\u3002<\/p>\n<p>2. Spacy<\/p>\n<p>Spacy\u662f\u4e00\u4e2aPython\u5e93\uff0c\u7528\u4e8e\u9ad8\u6548\u7684NLP\u4efb\u52a1\u5904\u7406\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e9b\u9ad8\u7ea7\u7684NLP\u529f\u80fd\uff0c\u5982\u8bcd\u6027\u6807\u6ce8\u3001\u53e5\u6cd5\u5206\u6790\u3001\u5b9e\u4f53\u8bc6\u522b\u548c\u5173\u7cfb\u63d0\u53d6\u7b49\u3002\u4e0eNLTK\u4e0d\u540c\uff0cSpacy\u7684\u8bbe\u8ba1\u76ee\u6807\u662f\u63d0\u4f9b\u9ad8\u6027\u80fd\u7684NLP\u5904\u7406\uff0c\u5177\u6709\u8f83\u5feb\u7684\u901f\u5ea6\u548c\u8f83\u4f4e\u7684\u5185\u5b58\u5360\u7528\u3002\u5176\u539f\u7406\u662f\u57fa\u4e8e\u4e00\u4e9b\u6700\u65b0\u7684NLP\u7b97\u6cd5\u548c\u6570\u636e\u7ed3\u6784\uff0c\u5982\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u548c<span class=\"wpcom_tag_link\"><a href=\"https:\/\/www.yimenapp.com\/kb-yimen\/tag\/%e7%a5%9e%e7%bb%8f%e7%bd%91%e7%bb%9c\/\" title=\"\u795e\u7ecf\u7f51\u7edc\" target=\"_blank\">\u795e\u7ecf\u7f51\u7edc<\/a><\/span>\u3002<\/p>\n<p>3. Gensim<\/p>\n<p>Gensim\u662f\u4e00\u4e2aPython\u5e93\uff0c\u7528\u4e8e\u4e3b\u9898\u5efa\u6a21\u548c\u6587\u672c\u76f8\u4f3c\u6027\u5206\u6790\u7b49\u4efb\u52a1\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e9b\u9ad8\u7ea7\u7684NLP\u529f\u80fd\uff0c\u5982\u6587\u6863\u76f8\u4f3c\u5ea6\u8ba1\u7b97\u3001\u4e3b\u9898\u5efa\u6a21\u548c\u6587\u672c\u805a\u7c7b\u7b49\u3002\u5b83\u7684\u539f\u7406\u662f\u57fa\u4e8e\u4e00\u4e9b\u6700\u65b0\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u548c\u6570\u636e\u7ed3\u6784\uff0c\u5982\u8bcd\u5411\u91cf\u6a21\u578b\u548c\u6982\u7387\u6a21\u578b\u3002<\/p>\n<p>4. Stanford CoreNLP<\/p>\n<p>Stanford CoreNLP\u662f\u4e00\u4e2aJava\u5e93\uff0c\u7528\u4e8eNLP\u4efb\u52a1\u7684\u5f00\u53d1\u548c\u6559\u80b2\u3002\u5b83\u63d0\u4f9b\u4e86\u5404\u79cd\u5de5\u5177\u548c\u6570\u636e\u96c6\uff0c\u53ef\u4ee5\u7528\u4e8e\u6587\u672c\u9884\u5904\u7406\u3001\u5206\u8bcd\u3001\u8bcd\u6027\u6807\u6ce8\u3001\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u3001\u8bed\u6cd5\u5206\u6790\u3001\u8bed\u4e49\u5206\u6790\u548c\u673a\u5668\u7ffb\u8bd1\u7b49\u4efb\u52a1\u3002\u5b83\u7684\u539f\u7406\u662f\u57fa\u4e8e\u4e00\u4e9b\u6700\u65b0\u7684NLP\u7b97\u6cd5\u548c\u6570\u636e\u7ed3\u6784\uff0c\u5982\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u548c\u795e\u7ecf\u7f51\u7edc\u3002<\/p>\n<p>5. AllenNLP<\/p>\n<p>AllenNLP\u662f\u4e00\u4e2aPython\u5e93\uff0c\u7528<\/p>\n<p><figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/i.yimenyun.net\/2023-03\/21\/16\/21032997319.jpg\" \/><\/figure><\/p>\n<p>\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684NLP\u4efb\u52a1\u5904\u7406\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e9b\u9ad8\u7ea7\u7684NLP\u529f\u80fd\uff0c\u5982\u81ea\u7136\u8bed\u8a00\u63a8\u7406\u3001\u6587\u672c\u5206\u7c7b\u548c\u95ee\u7b54\u7cfb\u7edf\u7b49\u3002\u5b83\u7684\u539f\u7406\u662f\u57fa\u4e8e\u6700\u65b0\u7684\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u548c\u6570\u636e\u7ed3\u6784\uff0c\u5982\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u3002<\/p>\n<p>\u603b\u4e4b\uff0cNLP\u5f00\u53d1\u6846\u67b6\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u5feb\u901f\u6784\u5efa\u548c\u90e8\u7f72\u9ad8<a href=\"https:\/\/www.yimenapp.cn\/fengzhuang-3143.html\">\u4f01\u4e1a\u7ea7\u5f00\u53d1\u6846\u67b6\u603b\u6c47<\/a>\u8d28\u91cf\u7684NLP\u5e94\u7528\u7a0b\u5e8f\u3002\u6bcf\u4e2a\u6846\u67b6\u90fd\u6709\u5176\u72ec\u7279\u7684\u529f\u80fd\u548c\u5e94\u7528\u573a\u666f\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u9009\u62e9\u6700\u9002\u5408\u7684\u6846\u67b6\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>NLP\uff08\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff09\u662f\u4e00\u79cd\u6d89\u53ca\u8ba1\u7b97\u673a\u79d1\u5b66\u3001\u4eba\u5de5\u667a\u80fd\u548c\u8bed\u8a00\u5b66\u7684\u4ea4\u53c9\u5b66\u79d1\uff0c\u65e8\u5728\u8ba9\u8ba1\u7b97\u673a\u80fd\u591f\u7406\u89e3\u3001\u89e3\u91ca\u548c\u751f\u6210\u4eba\u7c7b\u8bed\u8a00\u3002\u5728NLP\u5e94\u7528\u7a0b\u5e8f\u4e2d\uff0c\u6709\u8bb8\u591a\u5f00\u53d1\u6846\u67b6\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u5feb\u901f\u6784\u5efa\u548c\u90e8\u7f72\u9ad8\u8d28\u91cf\u7684NLP\u5e94\u7528\u7a0b<\/p>\n","protected":false},"author":22,"featured_media":0,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8057],"tags":[51375,51376,2004,1997,51377],"special":[],"attr":[],"class_list":["post-79272","post","type-post","status-publish","format-standard","hentry","category-appkaifa","tag-html","tag-vue-","tag-2004","tag-1997","tag-51377","entry"],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.yimenapp.com\/kb-yimen\/wp-json\/wp\/v2\/posts\/79272","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.yimenapp.com\/kb-yimen\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.yimenapp.com\/kb-yimen\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.yimenapp.com\/kb-yimen\/wp-json\/wp\/v2\/users\/22"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yimenapp.com\/kb-yimen\/wp-json\/wp\/v2\/comments?post=79272"}],"version-history":[{"count":1,"href":"https:\/\/www.yimenapp.com\/kb-yimen\/wp-json\/wp\/v2\/posts\/79272\/revisions"}],"predecessor-version":[{"id":79292,"href":"https:\/\/www.yimenapp.com\/kb-yimen\/wp-json\/wp\/v2\/posts\/79272\/revisions\/79292"}],"wp:attachment":[{"href":"https:\/\/www.yimenapp.com\/kb-yimen\/wp-json\/wp\/v2\/media?parent=79272"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yimenapp.com\/kb-yimen\/wp-json\/wp\/v2\/categories?post=79272"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yimenapp.com\/kb-yimen\/wp-json\/wp\/v2\/tags?post=79272"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/www.yimenapp.com\/kb-yimen\/wp-json\/wp\/v2\/special?post=79272"},{"taxonomy":"attr","embeddable":true,"href":"https:\/\/www.yimenapp.com\/kb-yimen\/wp-json\/wp\/v2\/attr?post=79272"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}