{"id":25403,"date":"2024-10-26T09:54:48","date_gmt":"2024-10-26T09:54:48","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=25403"},"modified":"2024-11-26T08:01:53","modified_gmt":"2024-11-26T08:01:53","slug":"%eb%94%a5-%eb%9f%ac%eb%8b%9d%ec%9d%84-%ec%9d%b4%ec%9a%a9%ed%95%9c-%ec%9e%90%ec%97%b0%ec%96%b4-%ec%b2%98%eb%a6%ac-%ec%85%80%ed%94%84-%ec%96%b4%ed%85%90%ec%85%98%ec%9d%84-%ec%9d%b4%ec%9a%a9%ed%95%9c","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/25403\/","title":{"rendered":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc140\ud504 \uc5b4\ud150\uc158\uc744 \uc774\uc6a9\ud55c \ud14d\uc2a4\ud2b8 \ubd84\ub958"},"content":{"rendered":"<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc790\uc5f0\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \ub370 \ud544\uc694\ud55c \uae30\uc220\ub85c, \ub2e4\uc591\ud55c \ub525 \ub7ec\ub2dd \uae30\ubc95\ub4e4\uc774 \uc774 \ubd84\uc57c\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ud2b9\ud788, \ucd5c\uadfc \uba87 \ub144\uac04 \uc140\ud504 \uc5b4\ud150\uc158(Self-Attention) \uba54\ucee4\ub2c8\uc998\uacfc \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \ud2b8\ub79c\uc2a4\ud3ec\uba38(Transformer) \ubaa8\ub378\uc774 NLP\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \uc131\uacfc\ub97c \ub0b4\uba74\uc11c \ud070 \uc8fc\ubaa9\uc744 \ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uc140\ud504 \uc5b4\ud150\uc158\uc744 \uc774\uc6a9\ud55c \ud14d\uc2a4\ud2b8 \ubd84\ub958\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uc774\ud574<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub294 \ud14d\uc2a4\ud2b8\uc640 \uc74c\uc131\uc744 \ud3ec\ud568\ud55c \uc778\uac04\uc758 \uc790\uc5f0\uc5b4\ub97c \ucc98\ub9ac\ud558\ub294 \uae30\uc220\ub85c, \uc815\ubcf4 \uac80\uc0c9, \uae30\uacc4 \ubc88\uc5ed, \ud14d\uc2a4\ud2b8 \uc694\uc57d, \uac10\uc815 \ubd84\uc11d \ub4f1 \ub2e4\uc591\ud55c \uc751\uc6a9 \ubd84\uc57c\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc791\uc5c5\uc744 \uc218\ud589\ud558\uae30 \uc704\ud574 \uae30\uc874\uc758 \ubc29\ubc95\ub4e4\uc740 \uc885\uc885 \uc815\ud574\uc9c4 \uaddc\uce59\uc5d0 \uae30\ubc18\ud558\uac70\ub098 \ud1b5\uacc4\uc801 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud588\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ub525 \ub7ec\ub2dd \uae30\uc220\uc758 \ubc1c\uc804\uc73c\ub85c \uc774\ub7ec\ud55c \uc791\uc5c5\ub4e4\uc774 \ud6e8\uc52c \ub354 \ud6a8\uc728\uc801\uc774\uace0 \uc815\ud655\ud558\uac8c \uc218\ud589\ub420 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>2. \ub525 \ub7ec\ub2dd\uc758 \uae30\ucd08<\/h2>\n<p>\ub525 \ub7ec\ub2dd\uc740 \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud55c \ubd84\uc57c\ub85c, \uc5ec\ub7ec \uce35\uc758 \ub274\ub7f0\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4. \uc2e0\uacbd\ub9dd\uc740 \uc785\ub825 \ub370\uc774\ud130\uc5d0\uc11c \ud2b9\uc9d5\uc744 \uc790\ub3d9\uc73c\ub85c \ud559\uc2b5\ud558\uc5ec \uc608\uce21\uc774\ub098 \ubd84\ub958 \uc791\uc5c5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \ud2b9\ud788, CNN(Convolutional Neural Network)\uacfc RNN(Recurrent Neural Network) \uac19\uc740 \uae30\uc874\uc758 \ub525 \ub7ec\ub2dd \ubaa8\ub378\ub4e4\uc740 \uc774\ubbf8\uc9c0\uc640 \uc2dc\ud000\uc2a4 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \ub370 \uc8fc\ub85c \uc0ac\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 NLP\uc5d0\uc11c\ub294 RNN \uacc4\uc5f4, \ud2b9\ud788 LSTM(Long Short-Term Memory)\uacfc GRU(Gated Recurrent Unit)\uac00 \ub110\ub9ac \uc0ac\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>3. \uc140\ud504 \uc5b4\ud150\uc158\uacfc \ud2b8\ub79c\uc2a4\ud3ec\uba38<\/h2>\n<p>\uc140\ud504 \uc5b4\ud150\uc158 \uba54\ucee4\ub2c8\uc998\uc740 \uac01 \ub2e8\uc5b4\uac00 \uc785\ub825 \ubb38\uc7a5\uc5d0\uc11c \ub2e4\ub978 \ub2e8\uc5b4\uc640\uc758 \uad00\uacc4\ub97c \ud559\uc2b5\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774 \ubc29\uc2dd\uc740 \ubb38\ub9e5 \uc815\ubcf4\ub97c \ub354\uc6b1 \ud6a8\uacfc\uc801\uc73c\ub85c \uacb0\ud569\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \ud2b8\ub79c\uc2a4\ud3ec\uba38\ub294 \uc774\ub7ec\ud55c \uc140\ud504 \uc5b4\ud150\uc158 \uba54\ucee4\ub2c8\uc998\uc744 \uc911\uc2ec\uc73c\ub85c \uc124\uacc4\ub41c \ubaa8\ub378\ub85c, \uae30\uc874 RNN\ubcf4\ub2e4 \ub354 \ub6f0\uc5b4\ub09c \uc131\uacfc\ub97c \ubcf4\uc5ec\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>3.1 \uc140\ud504 \uc5b4\ud150\uc158\uc758 \uc791\ub3d9 \ubc29\uc2dd<\/h3>\n<p>\uc140\ud504 \uc5b4\ud150\uc158\uc740 \uc785\ub825 \uc2dc\ud000\uc2a4\uc758 \uac01 \ub2e8\uc5b4\uac00 \ub2e4\ub978 \ubaa8\ub4e0 \ub2e8\uc5b4\uc640 \uc0c1\ud638\uc791\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc774\ub294 \uac01 \ub2e8\uc5b4\uc758 \ud45c\ud604\uc744 \ub2e4\ub978 \ub2e8\uc5b4\ub4e4\uc758 \uc815\ubcf4\ub85c \uc5c5\ub370\uc774\ud2b8\ud568\uc73c\ub85c\uc368 \uc774\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc140\ud504 \uc5b4\ud150\uc158\uc758 \uc8fc\uc694 \ub2e8\uacc4\uc785\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\uc785\ub825 \ub2e8\uc5b4 \uc784\ubca0\ub529\uc744 \uc900\ube44\ud569\ub2c8\ub2e4.<\/li>\n<li>\uac01 \ub2e8\uc5b4\uc5d0 \ub300\ud574 \ucffc\ub9ac, \ud0a4, \uac12 \ubca1\ud130\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<li>\ucffc\ub9ac\uc640 \ud0a4\uc758 \ub0b4\uc801\uc744 \uacc4\uc0b0\ud558\uc5ec \uc5b4\ud150\uc158 \uc810\uc218\ub97c \uc5bb\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc18c\ud504\ud2b8\ub9e5\uc2a4 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc810\uc218\ub97c \uc815\uaddc\ud654\ud558\uace0 \uac01 \ub2e8\uc5b4\uc758 \uac00\uc911\uce58\ub97c \uad6c\ud569\ub2c8\ub2e4.<\/li>\n<li>\uac00\uc911\uce58\ub97c \uac12 \ubca1\ud130\uc5d0 \uacf1\ud558\uc5ec \ucd5c\uc885 \ucd9c\ub825\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>3.2 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uad6c\uc870<\/h3>\n<p>\ud2b8\ub79c\uc2a4\ud3ec\uba38\ub294 \uc778\ucf54\ub354\uc640 \ub514\ucf54\ub354\ub85c \uad6c\uc131\ub41c \uc544\ud0a4\ud14d\ucc98\uc785\ub2c8\ub2e4. \uc778\ucf54\ub354\ub294 \uc785\ub825 \uc2dc\ud000\uc2a4\ub97c \ucc98\ub9ac\ud558\uace0 \ucd9c\ub825 \uc2dc\ud000\uc2a4\ub97c \uc0dd\uc131\ud558\uba70, \ub514\ucf54\ub354\ub294 \ucd5c\uc885 \ucd9c\ub825\uc744 \uc0dd\uc131\ud558\ub294 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \uc5ec\ub7ec \uac1c\uc758 \uc140\ud504 \uc5b4\ud150\uc158 \ub808\uc774\uc5b4\uc640 \ud53c\ub4dc\ud3ec\uc6cc\ub4dc \ub124\ud2b8\uc6cc\ud06c\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\uc870\ub294 \ubcd1\ub82c \ucc98\ub9ac\ub97c \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ud559\uc2b5 \uc18d\ub3c4\ub97c \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n<h2>4. \ud14d\uc2a4\ud2b8 \ubd84\ub958\ub97c \uc704\ud55c \uc140\ud504 \uc5b4\ud150\uc158<\/h2>\n<p>\ud14d\uc2a4\ud2b8 \ubd84\ub958\ub294 \uc8fc\uc5b4\uc9c4 \ud14d\uc2a4\ud2b8\ub97c \ubbf8\ub9ac \uc815\uc758\ub41c \uce74\ud14c\uace0\ub9ac \uc911 \ud558\ub098\ub85c \ubd84\ub958\ud558\ub294 \uc791\uc5c5\uc785\ub2c8\ub2e4. \uc5ec\ub7ec \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub418\uba70, \uc608\ub97c \ub4e4\uc5b4 \uc774\uba54\uc77c \uc2a4\ud338 \ud544\ud130\ub9c1, \ub274\uc2a4 \uae30\uc0ac \ubd84\ub958, \uc18c\uc15c \ubbf8\ub514\uc5b4 \uac10\uc815 \ubd84\uc11d \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc140\ud504 \uc5b4\ud150\uc158 \uae30\ubc18\uc758 \uc54c\uace0\ub9ac\uc998\uc740 \uc774\ub7ec\ud55c \ud14d\uc2a4\ud2b8 \ubd84\ub958 \uc791\uc5c5\uc5d0\uc11c \ud2b9\ud788 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/p>\n<h3>4.1 \ub370\uc774\ud130 \uc900\ube44<\/h3>\n<p>\ud14d\uc2a4\ud2b8 \ubd84\ub958\ub97c \uc704\ud574\uc11c\ub294 \uba3c\uc800 \ub370\uc774\ud130\ub97c \uc801\uc808\ud558\uac8c \uc900\ube44\ud574\uc57c \ud569\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \ub2e4\uc74c\uacfc \uac19\uc740 \uacfc\uc815\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\ub370\uc774\ud130 \uc218\uc9d1: \ub2e4\uc591\ud55c \uc18c\uc2a4\uc5d0\uc11c \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4.<\/li>\n<li>\ub77c\ubca8\ub9c1: \uac01 \ud14d\uc2a4\ud2b8\uc5d0 \uc801\uc808\ud55c \ub808\uc774\ube14\uc744 \ubd80\uc5ec\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc804\ucc98\ub9ac: \ud14d\uc2a4\ud2b8\ub97c \uc815\uc81c\ud558\uace0 \ubd88\uc6a9\uc5b4 \uc81c\uac70, \ud1a0\ud070\ud654, \uc784\ubca0\ub529 \ub4f1\uc758 \uacfc\uc815\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>4.2 \ubaa8\ub378 \uad6c\ucd95<\/h3>\n<p>\uc140\ud504 \uc5b4\ud150\uc158\uc744 \uc0ac\uc6a9\ud55c \ud14d\uc2a4\ud2b8 \ubd84\ub958 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud574\uc11c\ub294 \uba3c\uc800 \uc778\ucf54\ub354 \ube14\ub85d\uc744 \uc124\uacc4\ud574\uc57c \ud569\ub2c8\ub2e4. \uc778\ucf54\ub354\ub294 \ub2e4\uc74c \ub2e8\uacc4\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\uc785\ub825 \uc784\ubca0\ub529: \ub2e8\uc5b4\ub97c \ubca1\ud130\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc140\ud504 \uc5b4\ud150\uc158 \ub808\uc774\uc5b4: \uc785\ub825 \ub370\uc774\ud130\uc758 \ubaa8\ub4e0 \ub2e8\uc5b4 \uac04\uc758 \uad00\uacc4\ub97c \ud559\uc2b5\ud569\ub2c8\ub2e4.<\/li>\n<li>\ud53c\ub4dc\ud3ec\uc6cc\ub4dc \ub808\uc774\uc5b4: \uc5b4\ud150\uc158 \ucd9c\ub825\uc744 \ucc98\ub9ac\ud558\uc5ec \ucd5c\uc885 \ubca1\ud130\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uc774 \uacfc\uc815\uc744 \uc5ec\ub7ec \ubc88 \ubc18\ubcf5\ud558\uc5ec \uc2a4\ud0dd\ub41c \uc778\ucf54\ub354\ub97c \uad6c\uc131\ud569\ub2c8\ub2e4.<\/p>\n<h3>4.3 \uc190\uc2e4 \ud568\uc218\uc640 \ucd5c\uc801\ud654<\/h3>\n<p>\ubaa8\ub378\uc744 \ud559\uc2b5\ud558\uae30 \uc704\ud574 \uc190\uc2e4 \ud568\uc218\uc640 \ucd5c\uc801\ud654 \uae30\ubc95\uc744 \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4. \ud14d\uc2a4\ud2b8 \ubd84\ub958\uc5d0\uc11c\ub294 \ubcf4\ud1b5 \uad50\ucc28 \uc5d4\ud2b8\ub85c\ud53c \uc190\uc2e4\uc774 \uc0ac\uc6a9\ub418\uba70, Adam \uc635\ud2f0\ub9c8\uc774\uc800\uc640 \uac19\uc740 \uace0\uae09 \ucd5c\uc801\ud654 \uae30\ubc95\uc774 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h3>4.4 \ubaa8\ub378 \ud3c9\uac00<\/h3>\n<p>\ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\uae30 \uc704\ud574 \uc5ec\ub7ec \uc9c0\ud45c\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc815\ud655\ub3c4, \uc815\ubc00\ub3c4, \uc7ac\ud604\uc728, F1 \uc810\uc218\uac00 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub610\ud55c, \ud63c\ub3d9 \ud589\ub82c\uc744 \ud1b5\ud574 \ubaa8\ub378\uc774 \ubd84\ub958 \uc791\uc5c5\uc5d0\uc11c \uc5b4\ub5a4 \ubd80\ubd84\uc5d0\uc11c \uc624\ub958\ub97c \ubc94\ud558\ub294\uc9c0 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>5. \uc140\ud504 \uc5b4\ud150\uc158\uc758 \uc7a5\uc810<\/h2>\n<p>\uc140\ud504 \uc5b4\ud150\uc158 \uae30\ubc18\uc758 \ubaa8\ub378\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uba87 \uac00\uc9c0 \uc7a5\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\ubb38\ub9e5 \uc774\ud574: \ubaa8\ub4e0 \ub2e8\uc5b4 \uac04\uc758 \uad00\uacc4\ub97c \uace0\ub824\ud568\uc73c\ub85c\uc368, \ubb38\ub9e5 \uc815\ubcf4\ub97c \ub354\uc6b1 \ud6a8\uacfc\uc801\uc73c\ub85c \ucea1\ucc98\ud569\ub2c8\ub2e4.<\/li>\n<li>\ubcd1\ub82c \ucc98\ub9ac: RNN\uc5d0 \ube44\ud574 \ubcd1\ub82c \ucc98\ub9ac\uac00 \uac00\ub2a5\ud558\uc5ec \ud559\uc2b5 \uc18d\ub3c4\uac00 \ube60\ub985\ub2c8\ub2e4.<\/li>\n<li>\uae38\uc774 \uc81c\ud55c \uc5c6\uc74c: RNN\uc5d0\uc11c\ub294 \uc2dc\ud000\uc2a4 \uae38\uc774\uc5d0 \uc81c\ud55c\uc774 \uc788\uc5c8\uc73c\ub098, \ud2b8\ub79c\uc2a4\ud3ec\uba38\ub294 \uc0c1\ub300\uc801\uc73c\ub85c \uae34 \uc2dc\ud000\uc2a4\ub3c4 \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>6. \uacb0\ub860<\/h2>\n<p>\uc140\ud504 \uc5b4\ud150\uc158\uacfc \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uc9c4\ud589 \ubc29\ud5a5\uc744 \ud06c\uac8c \ubcc0\ud654\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \ud14d\uc2a4\ud2b8 \ubd84\ub958\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c NLP \ud0dc\uc2a4\ud06c\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \uc131\uacfc\ub97c \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc73c\uba70, \uc55e\uc73c\ub85c\ub3c4 \uc9c0\uc18d\uc801\uc73c\ub85c \ubc1c\uc804\ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc740 \ud5a5\ud6c4 \ub354 \ub9ce\uc740 \uc2e4\uc81c \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub420 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \ubbf8\ub798\ub97c \uc704\ud574, \uc140\ud504 \uc5b4\ud150\uc158 \uae30\ubc18\uc758 \ubaa8\ub378\uc744 \uc5f0\uad6c\ud558\uace0 \uac1c\ubc1c\ud558\ub294 \ub178\ub825\uc740 \uacc4\uc18d\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. AI\uc758 \ubc1c\uc804\uacfc \ud568\uaed8 \uc5ec\ub7ec \ubd84\uc57c\uc5d0\uc11c \ub354 \ub098\uc740 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uae30 \uc704\ud574, \uc774\ub7f0 \ucca8\ub2e8 \uae30\uc220\uc5d0 \ub300\ud55c \uc774\ud574\uc640 \ud65c\uc6a9\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h2>7. \ucc38\uace0 \ubb38\ud5cc<\/h2>\n<ul>\n<li>Vaswani, A., et al. (2017). &#8220;Attention is All You Need&#8221;. In Advances in Neural Information Processing Systems.<\/li>\n<li>Devlin, J., et al. (2018). &#8220;BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding&#8221;. arXiv preprint arXiv:1810.04805.<\/li>\n<li>Brown, T. et al. (2020). &#8220;Language Models are Few-Shot Learners&#8221;. arXiv preprint arXiv:2005.14165.<\/li>\n<\/ul>\n<p>\uc774 \uae00\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\uc5d0\uc11c \ub525 \ub7ec\ub2dd\uacfc \uc140\ud504 \uc5b4\ud150\uc158\uc5d0 \ub300\ud55c \uae30\ucd08\ubd80\ud130 \uc2ec\ud654 \ub0b4\uc6a9\uae4c\uc9c0\ub97c \ud3ec\uad04\uc801\uc73c\ub85c \ub2e4\ub8e8\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub3c5\uc790 \uc5ec\ub7ec\ubd84\uc774 NLP \uae30\uc220\uc744 \uc774\ud574\ud558\uace0 \ud65c\uc6a9\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc790\uc5f0\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \ub370 \ud544\uc694\ud55c \uae30\uc220\ub85c, \ub2e4\uc591\ud55c \ub525 \ub7ec\ub2dd \uae30\ubc95\ub4e4\uc774 \uc774 \ubd84\uc57c\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ud2b9\ud788, \ucd5c\uadfc \uba87 \ub144\uac04 \uc140\ud504 \uc5b4\ud150\uc158(Self-Attention) \uba54\ucee4\ub2c8\uc998\uacfc \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \ud2b8\ub79c\uc2a4\ud3ec\uba38(Transformer) \ubaa8\ub378\uc774 NLP\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \uc131\uacfc\ub97c \ub0b4\uba74\uc11c \ud070 \uc8fc\ubaa9\uc744 \ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uc140\ud504 \uc5b4\ud150\uc158\uc744 \uc774\uc6a9\ud55c \ud14d\uc2a4\ud2b8 \ubd84\ub958\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uc774\ud574 \uc790\uc5f0\uc5b4 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/25403\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac: \uc140\ud504 \uc5b4\ud150\uc158\uc744 \uc774\uc6a9\ud55c \ud14d\uc2a4\ud2b8 \ubd84\ub958&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[16],"tags":[],"class_list":["post-25403","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - 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