{"id":10431,"date":"2024-08-29T12:59:46","date_gmt":"2024-08-29T12:59:46","guid":{"rendered":"https:\/\/helper.divominer.com\/um-zh-tw\/blog\/docs\/divominer-%e4%bd%bf%e7%94%a8%e6%89%8b%e5%86%8a\/%e6%bc%94%e7%ae%97%e6%b3%95%e6%8e%a2%e5%8b%98\/%e8%aa%9e%e7%a8%ae%e8%be%a8%e8%ad%98\/"},"modified":"2024-08-31T03:20:23","modified_gmt":"2024-08-31T03:20:23","slug":"%e8%aa%9e%e7%a8%ae%e8%be%a8%e8%ad%98","status":"publish","type":"docs","link":"https:\/\/helper.divominer.com\/um-zh-tw\/blog\/docs\/divominer-%e4%bd%bf%e7%94%a8%e6%89%8b%e5%86%8a\/%e6%bc%94%e7%ae%97%e6%b3%95%e6%8e%a2%e5%8b%98\/%e8%aa%9e%e7%a8%ae%e8%be%a8%e8%ad%98\/","title":{"rendered":"\u8a9e\u7a2e\u8fa8\u8b58"},"content":{"rendered":"\n<h4 id=\"%e6%a8%a1%e5%9e%8b%e8%aa%aa%e6%98%8e%ef%bc%9a\" id=\"%e6%a8%a1%e5%9e%8b%e8%aa%aa%e6%98%8e%ef%bc%9a\" ><strong>\u6a21\u578b\u8aaa\u660e\uff1a<\/strong><\/h4>\n\n\n\n<p>\u6839\u64da\u81ea\u52d5\u8a9e\u8a00\u8b58\u5225\u6280\u8853\u5c0d\u6587\u672c\u5167\u5bb9\u9032\u884c\u8a9e\u7a2e\u8b58\u5225\uff0c\u652f\u63f4\u8b58\u5225\u4e2d\u6587\u7c21\u9ad4\u3001\u4e2d\u6587\u7e41\u9ad4\u3001\u82f1\u8a9e\u3001\u97d3\u8a9e\u3001\u65e5\u8a9e\u548c\u6cd5\u8a9e\u7b4990\u591a\u7a2e\u8a9e\u8a00\uff0c\u4e26\u7d71\u8a08\u51fa\u8f38\u5165\u6587\u672c\u5167\u5bb9\u5404\u7a2e\u8a9e\u8a00\u7684\u6578\u91cf\u5206\u4f48\u60c5\u6cc1\u3002<\/p>\n\n\n\n<p>\u8a72\u6f14\u7b97\u6cd5\u5728\u7d50\u5408langID\u7684\u57fa\u790e\u4e0a\u9032\u884c\u512a\u5316\uff0c\u5982\u65b0\u589e\u5c0d\u7e41\u9ad4\u4e2d\u6587\u8b58\u5225\u7684\u652f\u63f4\uff0c\u6a21\u578b\u63a1\u7528\u591a\u9805\u5f0f\u7684\u6a38\u7d20\u8c9d\u8449\u65af\u5206\u985e\u5668\uff0c\u4f7f\u7528\u591a\u7a2e\u8a9e\u8a00\u7684\u591a\u7a2e\u5834\u666f\u7684\u8a9e\u6599\u9032\u884c\u8a13\u7df4\uff0c\u5177\u6709\u6e96\u78ba\u7387\u9ad8\u3001\u57f7\u884c\u901f\u5ea6\u5feb\u7b49\u512a\u9ede\u3002<\/p>\n\n\n\n<h4 id=\"%e6%ba%96%e7%a2%ba%e5%ba%a6%e8%aa%aa%e6%98%8e%ef%bc%9a\" id=\"%e6%ba%96%e7%a2%ba%e5%ba%a6%e8%aa%aa%e6%98%8e%ef%bc%9a\" ><strong>\u6e96\u78ba\u5ea6\u8aaa\u660e\uff1a<\/strong><\/h4>\n\n\n\n<p>\u4f7f\u7528XNLI\u8cc7\u6599\u96c6\uff08url:https:\/\/github.com\/facebookresearch\/XNLI\uff09\u5c0d\u6a21\u578b\u9032\u884c\u6e2c\u8a66\uff0cXNLI\u7531Facebook\u548c\u7d10\u7d04\u5927\u5b78\u7684\u7814\u7a76\u8005\u806f\u5408\u69cb\u5efa\u8a9e\u6599\u5eab\uff0c\u65e8\u5728\u8a55\u6e2c\u6a21\u578b\u591a\u8a9e\u8a00\u7684\u53e5\u5b50\u7406\u89e3\u80fd\u529b\uff0c\u6700\u65b0\u7684XLM\u548cMultilingual BERT\u6a21\u578b\u90fd\u662f\u4f7f\u7528XNLI\u4f86\u8a55\u4f30\u8de8\u8a9e\u8a00\u6548\u679c\u3002\u6e2c\u8a66\u6a23\u672c\u5171150,000\u7bc7\uff0c\u5305\u542b9,672,723\u5b57\u5143\uff0c\u6574\u9ad4\u6e96\u78ba\u7387\u70ba95.8%\u3002\u7576\u6587\u672c\u4e2d\u5b58\u5728\u591a\u7a2e\u8a9e\u8a00\u6df7\u5408\u7684\u6642\u5019\uff0c\u8b58\u5225\u7684\u6e96\u78ba\u7387\u53ef\u80fd\u6703\u4e0b\u964d \u3002<\/p>\n\n\n\n<h4 id=\"%e5%8f%82%e8%80%83%e6%96%87%e7%8c%ae%ef%bc%9a\" id=\"%e5%8f%82%e8%80%83%e6%96%87%e7%8c%ae%ef%bc%9a\" >\u53c2\u8003\u6587\u732e\uff1a<\/h4>\n\n\n\n<ul><li>Bagci, I. E., &amp; Alhoniemi, E. (2020).&nbsp;<strong>Language Identification using transfer learning from large language models pre-trained on non-parallel multilingual databases.<\/strong>&nbsp;Information, 11(10), 468.<\/li><li>Ur Rahman, M. A., Ali Khan, F., Okasha, S., &amp; Buya, R. (2021).<strong>&nbsp;Deep Language Identification using Stack of Residual and Inverted Residual Convolutional Neural Networks.<\/strong>&nbsp;IEEE Access, 9, 44999-45012.<\/li><\/ul>\n","protected":false},"featured_media":0,"parent":5584,"menu_order":16,"comment_status":"open","ping_status":"closed","template":"","doc_tag":[],"_links":{"self":[{"href":"https:\/\/helper.divominer.com\/um-zh-tw\/wp-json\/wp\/v2\/docs\/10431"}],"collection":[{"href":"https:\/\/helper.divominer.com\/um-zh-tw\/wp-json\/wp\/v2\/docs"}],"about":[{"href":"https:\/\/helper.divominer.com\/um-zh-tw\/wp-json\/wp\/v2\/types\/docs"}],"replies":[{"embeddable":true,"href":"https:\/\/helper.divominer.com\/um-zh-tw\/wp-json\/wp\/v2\/comments?post=10431"}],"version-history":[{"count":1,"href":"https:\/\/helper.divominer.com\/um-zh-tw\/wp-json\/wp\/v2\/docs\/10431\/revisions"}],"predecessor-version":[{"id":10432,"href":"https:\/\/helper.divominer.com\/um-zh-tw\/wp-json\/wp\/v2\/docs\/10431\/revisions\/10432"}],"up":[{"embeddable":true,"href":"https:\/\/helper.divominer.com\/um-zh-tw\/wp-json\/wp\/v2\/docs\/5584"}],"next":[{"title":"\u65b0\u5efa\u8a9e\u7a2e\u8fa8\u8b58\u4efb\u52d9","link":"https:\/\/helper.divominer.com\/um-zh-tw\/blog\/docs\/divominer-%e4%bd%bf%e7%94%a8%e6%89%8b%e5%86%8a\/%e6%bc%94%e7%ae%97%e6%b3%95%e6%8e%a2%e5%8b%98\/%e6%96%b0%e5%bb%ba%e8%aa%9e%e7%a8%ae%e8%be%a8%e8%ad%98%e4%bb%bb%e5%8b%99\/","href":"https:\/\/helper.divominer.com\/um-zh-tw\/wp-json\/wp\/v2\/docs\/10433"}],"prev":[{"title":"\u8cfc\u8cb7\u6f14\u7b97\u6cd5\u984d\u5ea6","link":"https:\/\/helper.divominer.com\/um-zh-tw\/blog\/docs\/divominer-%e4%bd%bf%e7%94%a8%e6%89%8b%e5%86%8a\/%e6%bc%94%e7%ae%97%e6%b3%95%e6%8e%a2%e5%8b%98\/%e8%b3%bc%e8%b2%b7%e6%bc%94%e7%ae%97%e6%b3%95%e9%a1%8d%e5%ba%a6\/","href":"https:\/\/helper.divominer.com\/um-zh-tw\/wp-json\/wp\/v2\/docs\/5634"}],"wp:attachment":[{"href":"https:\/\/helper.divominer.com\/um-zh-tw\/wp-json\/wp\/v2\/media?parent=10431"}],"wp:term":[{"taxonomy":"doc_tag","embeddable":true,"href":"https:\/\/helper.divominer.com\/um-zh-tw\/wp-json\/wp\/v2\/doc_tag?post=10431"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}