{"id":529,"date":"2021-10-15T10:32:00","date_gmt":"2021-10-15T02:32:00","guid":{"rendered":"http:\/\/140.115.70.194:6417\/?p=529"},"modified":"2024-11-09T19:20:52","modified_gmt":"2024-11-09T11:20:52","slug":"generative-adversarial-networks-based-on-mixed-attentions-for-citation-intent-classification-in-scientific-publications","status":"publish","type":"post","link":"https:\/\/ainlp.tw\/index.php\/2021\/10\/15\/generative-adversarial-networks-based-on-mixed-attentions-for-citation-intent-classification-in-scientific-publications\/","title":{"rendered":"\u904b\u7528\u6df7\u5408\u6ce8\u610f\u529b\u751f\u6210\u5c0d\u6297\u7db2\u8def\u65bc\u79d1\u5b78\u8ad6\u6587\u5f15\u7528\u610f\u5716\u5206\u985e"},"content":{"rendered":"\n<p>\u738b\u6631\u7fd4\u3001\u9673\u662d\u6c82\u3001\u674e\u9f8d\u8c6a\u3002<\/p>\n\n\n\n<p>In\u00a0<em>Proceedings of the 33th Conference on Computational Linguistics and Speech Processing\u00a0(<strong>ROCLING\u201921<\/strong>)<\/em>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-medium-font-size\"><strong>Abstract<\/strong><\/p>\n\n\n\n<p>\u6211\u5011\u63d0\u51fa\u4e00\u500b\u57fa\u65bc\u6df7\u5408\u529b\u7684\u751f\u6210\u5c0d\u6297\u7db2\u8def\u6a21\u578b\uff08\u7c21\u7a31maGAN\uff09\uff0c\u61c9\u7528\u65bc\u79d1\u5b78\u8ad6\u6587\u5f15\u7528\u5206\u985e\u4efb\u52d9\u3002\u6211\u5011\u5148\u9078\u64c7\u9069\u5408\u7684\u9818\u57df\u8a13\u7df4\u8cc7\u6599\uff0c\u900f\u904e\u63d0\u51fa\u7684\u6df7\u5408\u6ce8\u610f\u529b\u6a5f\u5236\uff0c\u4ee5\u53ca\u751f\u6210\u5c0d\u6297\u7db2\u8def\u67b6\u69cb\uff0c\u4ed9\u57df\u8a13\u7df4\u8a9e\u8a00\u6a21\u578b\uff0c\u97d3\u6f1a\u5fae\u8abf\u81f3\u591a\u5143\u5206\u985e\u4efb\u52d9\u3002\u6211\u5011\u7528 SciCite \u8cc7\u6599\u96c6\u6bd4\u8f03\u6a21\u578b\u6548\u80fd\uff0c\u7531\u5be6\u9a57\u7d50\u679c\u5f97\u77e5 maGAN \u6a21\u578b\u5f97\u5230\u6700\u597d\u7684 Macro-F1 0.8532\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"773\" src=\"http:\/\/140.115.70.194:6417\/wp-content\/uploads\/2023\/12\/\u622a\u5716-2023-12-30-\u4e0a\u534810.34.31-1024x773.png\" alt=\"\" class=\"wp-image-530\" srcset=\"https:\/\/ainlp.tw\/wp-content\/uploads\/2023\/12\/\u622a\u5716-2023-12-30-\u4e0a\u534810.34.31-1024x773.png 1024w, https:\/\/ainlp.tw\/wp-content\/uploads\/2023\/12\/\u622a\u5716-2023-12-30-\u4e0a\u534810.34.31-300x226.png 300w, https:\/\/ainlp.tw\/wp-content\/uploads\/2023\/12\/\u622a\u5716-2023-12-30-\u4e0a\u534810.34.31-768x580.png 768w, https:\/\/ainlp.tw\/wp-content\/uploads\/2023\/12\/\u622a\u5716-2023-12-30-\u4e0a\u534810.34.31-1536x1159.png 1536w, https:\/\/ainlp.tw\/wp-content\/uploads\/2023\/12\/\u622a\u5716-2023-12-30-\u4e0a\u534810.34.31.png 1656w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u738b\u6631\u7fd4\u3001\u9673\u662d\u6c82\u3001\u674e\u9f8d\u8c6a<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"categories":[6],"tags":[36,45,13],"class_list":["post-529","post","type-post","status-publish","format-standard","hentry","category-achievements","tag-36","tag-education","tag-rocling"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/ainlp.tw\/index.php\/wp-json\/wp\/v2\/posts\/529","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ainlp.tw\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ainlp.tw\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ainlp.tw\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ainlp.tw\/index.php\/wp-json\/wp\/v2\/comments?post=529"}],"version-history":[{"count":2,"href":"https:\/\/ainlp.tw\/index.php\/wp-json\/wp\/v2\/posts\/529\/revisions"}],"predecessor-version":[{"id":807,"href":"https:\/\/ainlp.tw\/index.php\/wp-json\/wp\/v2\/posts\/529\/revisions\/807"}],"wp:attachment":[{"href":"https:\/\/ainlp.tw\/index.php\/wp-json\/wp\/v2\/media?parent=529"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ainlp.tw\/index.php\/wp-json\/wp\/v2\/categories?post=529"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ainlp.tw\/index.php\/wp-json\/wp\/v2\/tags?post=529"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}