{"id":546,"date":"2020-11-23T11:01:00","date_gmt":"2020-11-23T03:01:00","guid":{"rendered":"http:\/\/140.115.70.194:6417\/?p=546"},"modified":"2024-11-09T19:17:48","modified_gmt":"2024-11-09T11:17:48","slug":"multi-channel-cnn-bilstm-for-chinese-grammatical-error-detection","status":"publish","type":"post","link":"https:\/\/ainlp.tw\/index.php\/2020\/11\/23\/multi-channel-cnn-bilstm-for-chinese-grammatical-error-detection\/","title":{"rendered":"Multi-Channel CNN-BiLSTM for Chinese Grammatical Error Detection"},"content":{"rendered":"\n<p>Lung-Hao Lee, Yuh-Shyang Wang, Po-Chen Lin, Chih-Te Hung, and Yuen-Hsien Tseng. \u00a0<\/p>\n\n\n\n<p>In\u00a0<em>Proceedings of the 28th International Conference on Computers in Education<\/em>\u00a0(<em><strong>ICCE&#8217;20<\/strong><\/em>), pages 558-560.<\/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 style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">In this paper, we proposed a Multi-Channel Convolutional Neural Network with Bidirectional Long Short-Term Memory (MC-CNN-BiLSTM) model for Chinese grammatical error detection. The TOCFL learner corpus is adopted to measure the system capability of indicating whether a sentence contains errors or not. Our model performs better than a previous CNN-LSTM model that reflects the effectiveness of multi-channel embedding representation.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"709\" src=\"http:\/\/140.115.70.194:6417\/wp-content\/uploads\/2023\/12\/\u622a\u5716-2023-12-30-\u4e0a\u534811.01.40-1024x709.png\" alt=\"\" class=\"wp-image-547\" srcset=\"https:\/\/ainlp.tw\/wp-content\/uploads\/2023\/12\/\u622a\u5716-2023-12-30-\u4e0a\u534811.01.40-1024x709.png 1024w, https:\/\/ainlp.tw\/wp-content\/uploads\/2023\/12\/\u622a\u5716-2023-12-30-\u4e0a\u534811.01.40-300x208.png 300w, https:\/\/ainlp.tw\/wp-content\/uploads\/2023\/12\/\u622a\u5716-2023-12-30-\u4e0a\u534811.01.40-768x532.png 768w, https:\/\/ainlp.tw\/wp-content\/uploads\/2023\/12\/\u622a\u5716-2023-12-30-\u4e0a\u534811.01.40-1536x1064.png 1536w, https:\/\/ainlp.tw\/wp-content\/uploads\/2023\/12\/\u622a\u5716-2023-12-30-\u4e0a\u534811.01.40.png 1822w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Lung-Hao Lee, Yuh-Shyang Wang, Po-Chen Lin, Chih-Te Hung, and Yuen-Hsien Tseng<\/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":[40,45,22],"class_list":["post-546","post","type-post","status-publish","format-standard","hentry","category-achievements","tag-40","tag-education","tag-icce"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/ainlp.tw\/index.php\/wp-json\/wp\/v2\/posts\/546","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=546"}],"version-history":[{"count":2,"href":"https:\/\/ainlp.tw\/index.php\/wp-json\/wp\/v2\/posts\/546\/revisions"}],"predecessor-version":[{"id":813,"href":"https:\/\/ainlp.tw\/index.php\/wp-json\/wp\/v2\/posts\/546\/revisions\/813"}],"wp:attachment":[{"href":"https:\/\/ainlp.tw\/index.php\/wp-json\/wp\/v2\/media?parent=546"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ainlp.tw\/index.php\/wp-json\/wp\/v2\/categories?post=546"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ainlp.tw\/index.php\/wp-json\/wp\/v2\/tags?post=546"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}