{"id":3290,"date":"2018-07-19T09:26:05","date_gmt":"2018-07-19T07:26:05","guid":{"rendered":"https:\/\/www.systransoft.com\/?post_type=paper&#038;p=3290"},"modified":"2023-11-16T18:02:39","modified_gmt":"2023-11-16T17:02:39","slug":"neural-network-architectures-for-arabic-dialect-identification","status":"publish","type":"paper","link":"https:\/\/www.systransoft.com\/kr\/resources\/papers-and-publications\/neural-network-architectures-for-arabic-dialect-identification\/","title":{"rendered":"\uc544\ub78d\uc5b4 \uc0ac\ud22c\ub9ac \uc2dd\ubcc4\uc744 \uc704\ud55c \uc2e0\uacbd\ub9dd \uc544\ud0a4\ud14d\ucc98"},"content":{"rendered":"<p>SYSTRAN\uc740 \uc62c\ud574 \ucc98\uc74c\uc73c\ub85c \uc544\ub78d\uc5b4 \ubc29\uc5b8 \uc2dd\ubcc4 \ud558\uc704 \uc791\uc5c5\uc73c\ub85c DSL \uacf5\uc720 \uc791\uc5c5\uc5d0 \ucc38\uc5ec\ud569\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \ud559\uc2b5\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud559\uc2b5 \ub370\uc774\ud130\uc758 \uc591\uc774 \uc81c\ud55c\uc801\uc784\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uacbd\uc7c1\ub825 \uc788\ub294 \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\uc74c\uc744 \ubcf4\uc5ec\uc8fc\ub294 \uc5ec\ub7ec \uc2e0\uacbd\ub9dd \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ucf1c \ucc38\uc5ec\ud55c\ub2e4. \uc6b0\ub9ac\ub294 \uc6b0\ub9ac\uc758 \uc2e4\ud5d8\uc744 \ubcf4\uace0\ud558\uace0 \uc6b0\ub9ac\uc758 3 \uc2e4\ud589\uc758 \ub124\ud2b8\uc6cc\ud06c \uc544\ud0a4\ud14d\ucc98\uc640 \ub9e4\uac1c \ubcc0\uc218\ub97c \uc790\uc138\ud788 \uc124\uba85\ud569\ub2c8\ub2e4 : \uc6b0\ub9ac\uc758 \ucd5c\uace0\uc758 \uc218\ud589 \uc2dc\uc2a4\ud15c\uc740 \uc5b4\ud718, \uc74c\uc131 \ubc0f \uc74c\ud5a5 \uc785\ub825 \uae30\ub2a5\uc5d0 \ub300\ud55c \ubcc4\ub3c4\uc758 \uc784\ubca0\ub529\uc744 \ud559\uc2b5\ud558\ub294 \ub2e4\uc911 \uc785\ub825 CNN\uc73c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4 (F1 : 0.5289); \uc6b0\ub9ac\ub294 \ub610\ud55c \uc74c\uc131 \uc2a4\ud399\ud2b8\ub85c\uadf8\ub7a8\uc5d0\uc11c \uc9c1\uc811 \uacf5\uac04 \ubc0f \uc21c\ucc28\uc801 \uae30\ub2a5\uc744 \ucea1\ucc98\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c CNN-biLSTM \ub124\ud2b8\uc6cc\ud06c\ub97c \uad6c\ucd95\ud588\uc2b5\ub2c8\ub2e4 (F1 : 0.3894 \uc81c\ucd9c \uc2dc\uac04, F1 : 0.4235 \ub098\uc911\uc5d0 \ubc1c\uacac\ub41c \ub9e4\uac1c \ubcc0\uc218); \ub9c8\uc9c0\ub9c9\uc73c\ub85c \uc774\uc9c4 CNN-biLSTM\uc5d0 \uc758\uc874\ud558\ub294 \uc2dc\uc2a4\ud15c (F1 : 0.4339).<\/p>","protected":false},"excerpt":{"rendered":"<p>SYSTRAN\uc740 \uc62c\ud574 \ucc98\uc74c\uc73c\ub85c \uc544\ub78d\uc5b4 \ubc29\uc5b8 \uc2dd\ubcc4 \ud558\uc704 \uc791\uc5c5\uc73c\ub85c DSL \uacf5\uc720 \uc791\uc5c5\uc5d0 \ucc38\uc5ec\ud569\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \ud559\uc2b5\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud559\uc2b5 \ub370\uc774\ud130\uc758 \uc591\uc774 \uc81c\ud55c\uc801\uc784\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uacbd\uc7c1\ub825 \uc788\ub294 \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\uc74c\uc744 \ubcf4\uc5ec\uc8fc\ub294 \uc5ec\ub7ec \uc2e0\uacbd\ub9dd \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ucf1c \ucc38\uc5ec\ud55c\ub2e4. \uc6b0\ub9ac\ub294 \uc6b0\ub9ac\uc758 \uc2e4\ud5d8\uc744 \ubcf4\uace0\ud558\uace0 \ub124\ud2b8\uc6cc\ud06c \uc544\ud0a4\ud14d\ucc98\uc640 \ub9e4\uac1c \ubcc0\uc218\ub97c \uc790\uc138\ud788 \uc124\uba85\ud569\ub2c8\ub2e4 ... <a href=\"https:\/\/www.systransoft.com\/kr\/resources\/papers-and-publications\/neural-network-architectures-for-arabic-dialect-identification\/\">\uacc4\uc18d\ubcf4\uae30...<\/a><\/p>","protected":false},"featured_media":0,"template":"","class_list":["post-3290","paper","type-paper","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.systransoft.com\/kr\/wp-json\/wp\/v2\/paper\/3290","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.systransoft.com\/kr\/wp-json\/wp\/v2\/paper"}],"about":[{"href":"https:\/\/www.systransoft.com\/kr\/wp-json\/wp\/v2\/types\/paper"}],"wp:attachment":[{"href":"https:\/\/www.systransoft.com\/kr\/wp-json\/wp\/v2\/media?parent=3290"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}