{"id":190,"date":"2024-05-23T09:50:49","date_gmt":"2024-05-23T01:50:49","guid":{"rendered":"http:\/\/www.15zhi.net\/blog\/?page_id=190"},"modified":"2024-05-27T20:53:08","modified_gmt":"2024-05-27T12:53:08","slug":"constructing-word-context-coupled-space-aligned-with-associative-knowledge-relations-for-interpretable-language-modeling","status":"publish","type":"page","link":"https:\/\/www.15zhi.net\/blog\/constructing-word-context-coupled-space-aligned-with-associative-knowledge-relations-for-interpretable-language-modeling\/","title":{"rendered":"Constructing Word-Context-Coupled Space Aligned with Associative Knowledge Relations for Interpretable Language Modeling"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u80cc\u666f(Background)<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"449\" src=\"http:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-1024x449.png\" alt=\"\" class=\"wp-image-259\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-1024x449.png 1024w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-300x132.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-768x337.png 768w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247.png 1130w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u521b\u65b0\u70b9(Highlights)<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"383\" src=\"http:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-1-1024x383.png\" alt=\"\" class=\"wp-image-260\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-1-1024x383.png 1024w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-1-300x112.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-1-768x288.png 768w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-1.png 1154w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u65b9\u6cd5(Methodology)<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"487\" src=\"http:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-2-1024x487.png\" alt=\"\" class=\"wp-image-261\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-2-1024x487.png 1024w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-2-300x143.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-2-768x365.png 768w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-2.png 1352w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5b9e\u9a8c(Experiments)<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"513\" src=\"http:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-3-1024x513.png\" alt=\"\" class=\"wp-image-262\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-3-1024x513.png 1024w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-3-300x150.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-3-768x385.png 768w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-3.png 1344w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"488\" src=\"http:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-4-1024x488.png\" alt=\"\" class=\"wp-image-263\" style=\"width:620px;height:auto\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-4-1024x488.png 1024w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-4-300x143.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-4-768x366.png 768w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-4.png 1350w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u7ed3\u8bba(Conclusion)<\/strong><\/h3>\n\n\n\n<p>\u672c\u7814\u7a76\u901a\u8fc7\u6784\u5efa\u8bcd-\u8bed\u5883\u8026\u5408\u7a7a\u95f4\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u53ef\u89e3\u91ca\u8bed\u8a00\u6a21\u578b\u3002\u5728W2CSpace\u4e2d\uff0c(1)BERT\u4e2d\u4e0d\u53ef\u89e3\u91ca\u7684\u795e\u7ecf\u8868\u793a\u53d7\u53ef\u89e3\u91ca\u7684\u5173\u8054\u77e5\u8bc6\u5173\u7cfb\u8c03\u8282\uff0c(2)\u8bbe\u8ba1\u5177\u6709\u5408\u7406\u53ef\u89e3\u91ca\u8bed\u4e49\u7684\u4e2d\u95f4\u8868\u793a\u7a7a\u95f4\uff0c(3)\u5728\u4e2d\u95f4\u8868\u793a\u7a7a\u95f4\u7684\u57fa\u7840\u4e0a\u4e3a\u4e0b\u6e38\u5206\u7c7b\u5668\u5f15\u5165\u53ef\u89e3\u91ca\u7684\u8bed\u4e49\u7279\u5f81\u3002\u663e\u7136\uff0c\u4e0a\u8ff0\u7b56\u7565\u4e3a\u53ef\u89e3\u91ca\u7684\u9884\u8bad\u7ec3\u8bed\u8a00\u5efa\u6a21\u8fc7\u7a0b\u5e26\u6765\u4e86\u8f83\u5f3a\u7684\u6cdb\u5316\u80fd\u529b\u3002\u6b64\u5916\uff0c\u4e3a\u4e86\u9884\u9632\u6f5c\u5728\u98ce\u9669\uff0c\u5f15\u5165\u4e86\u53ef\u89e3\u91ca\u7684\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\uff0c\u5c06\u4e0d\u5229\u5f71\u54cd\u4ece\u9ed1\u7bb1\u7ed3\u6784\u4e2d\u8fc1\u79fb\u51fa\u6765\u3002\u6b64\u5916\uff0c\u5728\u6211\u4eec\u7684\u65b9\u6cd5\u4e2d\uff0c\u53ef\u63a7\u51b3\u7b56\u8fc7\u7a0b\u901a\u8fc7\u63a7\u5236\u76f8\u5173\u4e0a\u4e0b\u6587\u6765\u5b9e\u73b0\u5bf9\u975e\u6cd5\u8bed\u8a00\u8f93\u5165\u7684\u8c03\u8282\uff0c\u9884\u8bad\u7ec3\u6a21\u578b\u4e0eW2CSpace\u4e4b\u95f4\u7684\u5f3a\u534f\u4f5c\u53ef\u4ee5\u4fdd\u62a4\u53c2\u6570\u9690\u79c1\u4e0d\u88ab\u6570\u636e\u7a83\u53d6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u76f8\u5173\u94fe\u63a5(Links)<\/strong><\/h3>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-3ebb575d-e34e-48a8-aeb8-0570469af564\" href=\"http:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/05\/202307-ACL23-Constructing-Word-Context-Coupled-Space-Aligned-with-Associative-Knowledge-Relations-for-Interpretable-Language-Modeling.pdf\">202307-ACL23-Constructing-Word-Context-Coupled-Space-Aligned-with-Associative-Knowledge-Relations-for-Interpretable-Language-Modeling<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u80cc\u666f(Background) \u521b\u65b0\u70b9(Highlights) \u65b9\u6cd5(Methodology) \u5b9e\u9a8c(Exper [&hellip;]<\/p>\n","protected":false},"author":58,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-190","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/pages\/190","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/users\/58"}],"replies":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/comments?post=190"}],"version-history":[{"count":6,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/pages\/190\/revisions"}],"predecessor-version":[{"id":481,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/pages\/190\/revisions\/481"}],"wp:attachment":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/media?parent=190"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}