{"id":25465,"date":"2024-10-26T09:55:19","date_gmt":"2024-10-26T09:55:19","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=25465"},"modified":"2024-11-26T08:01:40","modified_gmt":"2024-11-26T08:01:40","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%82%ac%ec%a0%84-%ed%9b%88%eb%a0%a8%eb%90%9c-%ec%9d%b8%ec%bd%94%eb%8d%94-%eb%94%94","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/25465\/","title":{"rendered":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc0ac\uc804 \ud6c8\ub828\ub41c \uc778\ucf54\ub354-\ub514\ucf54\ub354 \ubaa8\ub378"},"content":{"rendered":"<p><body><\/p>\n<article>\n<section>\n<h2>1. \uc11c\ub860<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub294 \ucd5c\uadfc \uba87 \ub144\uac04 \uae09\uaca9\ud788 \ubc1c\uc804\ud574\uc654\uc73c\uba70, \uadf8 \uc911\uc2ec\uc5d0\ub294 \ub525 \ub7ec\ub2dd \uae30\uc220\uc774 \uc790\ub9ac\uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\ubc95\ub4e4\uc740 \uc8fc\ub85c \uaddc\uce59 \uae30\ubc18 \ub610\ub294 \ud1b5\uacc4 \uae30\ubc18\uc778 \ubc18\uba74, \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uae30\ubc95\ub4e4\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uc5ec \ub354 \uae4a\uace0 \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \ud559\uc2b5\ud558\uac8c \ub429\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ub525 \ub7ec\ub2dd\uc744 \uc0ac\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \ud575\uc2ec \uad6c\uc131 \uc694\uc18c\uc778 \uc0ac\uc804 \ud6c8\ub828\ub41c \uc778\ucf54\ub354-\ub514\ucf54\ub354 \ubaa8\ub378\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \ub2e4\ub8e8\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n<\/section>\n<section>\n<h2>2. \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \ubc1c\uc804<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \ubc1c\uc804\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \ub6f0\uc5b4\ub09c \ud6a8\uacfc\ub97c \ub098\ud0c0\ub0b4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc778\uacf5\uc9c0\ub2a5 \uae30\ubc18\uc758 \uace0\uac1d \uc11c\ube44\uc2a4 \ucc57\ubd07, \uc790\uc5f0\uc5b4 \uac80\uc0c9 \uc5d4\uc9c4, \uae30\uacc4 \ubc88\uc5ed \uc2dc\uc2a4\ud15c \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ucd08\uae30\uc758 NLP \uae30\uc220\ub4e4\uc740 \ub2e8\uc21c\ud55c \uaddc\uce59\uc774\ub098 \ud328\ud134 \uc778\uc2dd\uc744 \uae30\ubc18\uc73c\ub85c \ud558\uc600\uc9c0\ub9cc, \ud604\uc7ac\ub294 \uba38\uc2e0 \ub7ec\ub2dd\uacfc \ub525 \ub7ec\ub2dd\uc758 \ubc1c\uc804 \ub355\ubd84\uc5d0 \ubcf4\ub2e4 \uc815\uad50\ud558\uace0 \ud6a8\uc728\uc801\uc778 \ucc98\ub9ac \ubc29\ubc95\uc774 \ubc1c\uc804\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud2b9\ud788, \ucd5c\uadfc\uc5d0\ub294 \uc0ac\uc804 \ud6c8\ub828\ub41c \uc778\ucf54\ub354-\ub514\ucf54\ub354 \ubaa8\ub378\ub4e4\uc774 NLP\uc5d0\uc11c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ubaa8\ub378\ub4e4\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc0ac\uc804\uc5d0 \ud559\uc2b5\ud558\uc5ec \ub2e4\uc591\ud55c \ubb38\uc81c\uc5d0 \uc801\uc6a9\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc744 \uc9c0\ub2c8\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<\/section>\n<section>\n<h2>3. \uc778\ucf54\ub354-\ub514\ucf54\ub354 \ubaa8\ub378\uc774\ub780?<\/h2>\n<p>\uc778\ucf54\ub354-\ub514\ucf54\ub354 \uad6c\uc870\ub294 \uc8fc\ub85c \uae30\uacc4 \ubc88\uc5ed \ub610\ub294 \ub300\ud654 \uc0dd\uc131\uacfc \uac19\uc740 \ubb38\uc81c\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc778\ucf54\ub354\ub294 \uc785\ub825 \ubb38\uc7a5\uc744 \uace0\ucc28\uc6d0 \ubca1\ud130\ub85c \ubcc0\ud658\ud558\uace0, \ub514\ucf54\ub354\ub294 \uc774 \ubca1\ud130\ub97c \uac00\uc9c0\uace0 \ucd9c\ub825 \ubb38\uc7a5\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\uc870\ub294 \uc21c\ud658 \uc2e0\uacbd\ub9dd(RNN)\uc774\ub098 \ubcc0\ud615\ub41c \uad6c\uc870\uc778 LSTM(Long Short-Term Memory) \ub610\ub294 GRU(Gated Recurrent Unit)\ub97c \uc0ac\uc6a9\ud558\uc5ec \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc778\ucf54\ub354\ub294 \uc785\ub825 \uc2dc\ud000\uc2a4\ub97c \ucc98\ub9ac\ud558\uc5ec \uace0\ucc28\uc6d0 \ub9e5\ub77d \ubca1\ud130(context vector)\ub97c \uc0dd\uc131\ud558\uba70, \ub514\ucf54\ub354\ub294 \uc774 \ubca1\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \ucd9c\ub825 \uc2dc\ud000\uc2a4\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc774 \uad6c\uc870\ub294 \ud2b9\ud788 \uc2dc\ud000\uc2a4-\ud22c-\uc2dc\ud000\uc2a4(sequence-to-sequence) \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/p>\n<\/section>\n<section>\n<h2>4. \uc0ac\uc804 \ud6c8\ub828(pre-training)\uacfc \ud30c\uc778 \ud29c\ub2dd(fine-tuning)<\/h2>\n<p>\uc0ac\uc804 \ud6c8\ub828\ub41c \uc778\ucf54\ub354-\ub514\ucf54\ub354 \ubaa8\ub378\uc740 \ub300\ub7c9\uc758 \ube44\uc9c0\ub3c4 \ub370\uc774\ud130\ub85c \ucd08\uae30 \ud6c8\ub828\uc744 \uc218\ud589\ud55c \ud6c4, \ud2b9\uc815 \uc791\uc5c5\uc5d0 \ub9de\uac8c \ucd94\uac00 \ud6c8\ub828\ud558\ub294 \ud30c\uc778 \ud29c\ub2dd \uacfc\uc815\uc744 \uac70\uce69\ub2c8\ub2e4. \uc774 \ub450 \ub2e8\uacc4\ub294 \uc11c\ub85c \ub2e4\ub978 \ub370\uc774\ud130\uc640 \ud0dc\uc2a4\ud06c\ub97c \uace0\ub824\ud558\uc5ec \uc9c1\uad00\uc801\uc778 \ud559\uc2b5 \ubc29\ubc95\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc0ac\uc804 \ud6c8\ub828 \ub2e8\uacc4\uc5d0\uc11c \ubaa8\ub378\uc740 \uc77c\ubc18\uc801\uc778 \uc5b8\uc5b4 \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0, \ud30c\uc778 \ud29c\ub2dd \ub2e8\uacc4\uc5d0\uc11c \ud2b9\uc815 \ucee8\ud14d\uc2a4\ud2b8\uc5d0 \ub300\ud55c \uc774\ud574\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \ub450 \ub2e8\uacc4\uc758 \ud559\uc2b5 \uacfc\uc815\uc740 \uc804\ubc18\uc801\uc778 \uc131\ub2a5\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc720\uba85\ud55c BERT(Bidirectional Encoder Representations from Transformers)\ub098 T5(Text-to-Text Transfer Transformer)\uc640 \uac19\uc740 \ubaa8\ub378\ub4e4\uc774 \uc774 \ubc29\ubc95\uc744 \ucc44\ud0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub4e4\uc740 \ub2e4\uc591\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ud0dc\uc2a4\ud06c\uc5d0 \ub9de\ucdb0 \ud6c8\ub828\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n<section>\n<h2>5. \ucd5c\uc2e0 \uc778\ucf54\ub354-\ub514\ucf54\ub354 \ubaa8\ub378<\/h2>\n<h3>5.1. BERT<\/h3>\n<p>BERT\ub294 Bidirectional Encoder Representations from Transformers\uc758 \uc57d\uc790\ub85c\uc11c, \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uae30\ubc18\uc758 \uc778\ucf54\ub354 \ubaa8\ub378\uc785\ub2c8\ub2e4. BERT\ub294 \ubb38\ub9e5\uc744 \uc591\ubc29\ud5a5\uc5d0\uc11c \ucc98\ub9ac\ud558\uc5ec \ub2e8\uc5b4\uc758 \uc758\ubbf8\ub97c \ub354 \ud48d\ubd80\ud558\uac8c \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. BERT\uc758 \uac00\uc7a5 \ud070 \ud2b9\uc9d5\uc740 \ub2e4\uc74c \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\ub294 \uac83\uc774 \uc544\ub2cc, \ubb38\uc7a5\uc758 \ub2e8\uc5b4 \uc21c\uc11c\uac00 \uc11e\uc778 \uc0c1\ud0dc\uc5d0\uc11c \uc6d0\ub798 \ubb38\uc7a5\uc73c\ub85c \ubcf5\uc6d0\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \ud6c8\ub828\ub41c\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4.<\/p>\n<h3>5.2. T5<\/h3>\n<p>T5\ub294 Text-to-Text Transfer Transformer\uc758 \uc57d\uc790\ub85c, \ubaa8\ub4e0 NLP \uc791\uc5c5\uc744 \ud14d\uc2a4\ud2b8 \uc785\ub825\uacfc \ud14d\uc2a4\ud2b8 \ucd9c\ub825\uc744 \uc0ac\uc6a9\ud558\ub294 \ud615\ud0dc\ub85c \ubcc0\ud658\ud558\ub294 \ud601\uc2e0\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \ucc44\ud0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ubd84\ub958 \ubb38\uc81c\ub294 &#8220;\ubb38\uc7a5\uc774 \uae0d\uc815\uc778\uc9c0 \ubd80\uc815\uc778\uc9c0 \ubd84\ub958\ud558\uc2dc\uc624&#8221;\uc640 \uac19\uc774 \uc785\ub825\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. T5\ub294 \uae30\uc874\uc758 \uc5ec\ub7ec NLP \ud0dc\uc2a4\ud06c\ub97c \ud558\ub098\uc758 \ud1b5\ud569\ub41c \ud504\ub808\uc784\uc6cc\ud06c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<h3>5.3. GPT<\/h3>\n<p>GPT(Generative Pre-trained Transformer)\ub294 \uae30\uacc4 \uc0dd\uc131\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 \uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378\ub85c, \ub9c9\ub300\ud55c \uc591\uc758 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud559\uc2b5\ud558\uc5ec \ud6cc\ub96d\ud55c \uae00\uc4f0\uae30 \ub2a5\ub825\uc744 \uac16\ucd94\uac8c \ub429\ub2c8\ub2e4. GPT-3\ub294 \uadf8 \uc911 \uac00\uc7a5 \uc720\uba85\ud558\uba70, 1750\uc5b5 \uac1c\uc758 \ub9e4\uac1c\ubcc0\uc218\ub97c \uac00\uc9c4 \uac70\ub300\ud55c \ubaa8\ub378\ub85c, \ub2e4\uc591\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubb38\uc81c\ub97c \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 \uac04\ub2e8\ud55c \ud504\ub86c\ud504\ud2b8\ub97c \uc81c\uacf5\ud558\uc5ec \ubaa8\ub378\uc774 \ub2f5\ubcc0\uc744 \uc0dd\uc131\ud558\ub3c4\ub85d \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n<section>\n<h2>6. \uc778\ucf54\ub354-\ub514\ucf54\ub354 \ubaa8\ub378\uc758 \uc751\uc6a9<\/h2>\n<h3>6.1. \uae30\uacc4 \ubc88\uc5ed<\/h3>\n<p>\uc778\ucf54\ub354-\ub514\ucf54\ub354 \ubaa8\ub378\uc740 \uae30\uacc4 \ubc88\uc5ed\uc758 \uc77c\ud658\uc73c\ub85c\uc11c, \uc785\ub825 \ubb38\uc7a5\uc744 \ub2e4\ub978 \uc5b8\uc5b4\ub85c \ubc88\uc5ed\ud558\ub294 \ub370 \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uad6c\uae00 \ud2b8\ub79c\uc2a4\ub808\uc774\ud2b8\ub294 \uc774\ub7ec\ud55c \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790\uc5d0\uac8c \uace0\ud488\uc9c8 \ubc88\uc5ed \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub2e4\ub9cc, \uae30\uacc4 \ubc88\uc5ed\uc5d0\uc11c \uac00\uc7a5 \ud070 \ub3c4\uc804 \uacfc\uc81c\ub294 \ubb38\ub9e5\uc758 \ub258\uc559\uc2a4\uc640 \ubb38\ud654\uc801 \ucc28\uc774\ub97c \uc774\ud574\ud558\uc5ec \uc801\uc808\ud558\uac8c \ubc88\uc5ed\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h3>6.2. \ub300\ud654 \uc0dd\uc131<\/h3>\n<p>\ub300\ud654\ud615 \uc778\uacf5\uc9c0\ub2a5 \uc2dc\uc2a4\ud15c\uc5d0\uc11c\ub3c4 \uc778\ucf54\ub354-\ub514\ucf54\ub354 \ubaa8\ub378\uc774 \uc790\uc8fc \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ucc57\ubd07\uc740 \uc0ac\uc6a9\uc790 \uc785\ub825\uc744 \uc778\ucf54\ub354\ub85c \ucc98\ub9ac\ud55c \ud6c4, \uc801\uc808\ud55c \ub300\ud654\ub97c \ub514\ucf54\ub354\ub85c \uc0dd\uc131\ud558\uc5ec \uc0ac\uc6a9\uc790\uc640\uc758 \uc18c\ud1b5\uc744 \uc6d0\ud65c\ud558\uac8c \ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \ub300\ud654\uc758 \ub9e5\ub77d\uc744 \uc774\ud574\ud558\uace0 \uc801\uc808\ud55c \ubc18\uc751\uc744 \uc0dd\uc131\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h3>6.3. \uc694\uc57d \uc0dd\uc131<\/h3>\n<p>\uc778\ucf54\ub354-\ub514\ucf54\ub354 \ubaa8\ub378\uc740 \ubb38\uc11c \uc694\uc57d \uc0dd\uc131\uc5d0\uc11c\ub3c4 \ud65c\uc6a9\ub429\ub2c8\ub2e4. \uae34 \ud14d\uc2a4\ud2b8\ub97c \uc694\uc57d\ud558\uc5ec \uc8fc\uc694 \ub0b4\uc6a9\uc744 \ucd94\ucd9c\ud558\uace0, \uc0ac\uc6a9\uc790\uac00 \uc774\ud574\ud560 \uc218 \uc788\ub294 \ud615\ud0dc\ub85c \uc81c\uacf5\ud558\ub294 \uac83\uc774 \ud575\uc2ec\uc785\ub2c8\ub2e4. \ud14d\uc2a4\ud2b8 \uc694\uc57d\uc740 \uc815\ubcf4 \uacfc\ub2e4 \uc2dc\ub300\uc5d0 \ud544\uc218\uc801\uc778 \ub3c4\uad6c\ub85c, NLP\uc758 \uc911\uc694\ud55c \ubd84\uc57c \uc911 \ud558\ub098\ub85c \uc790\ub9ac\uc7a1\uc558\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n<section>\n<h2>7. \uacb0\ub860<\/h2>\n<p>\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub294 \ube44\uc57d\uc801\uc73c\ub85c \ubc1c\uc804\ud558\uace0 \uc788\uc73c\uba70, \uc0ac\uc804 \ud6c8\ub828\ub41c \uc778\ucf54\ub354-\ub514\ucf54\ub354 \ubaa8\ub378\uc740 \uc774 \ubc1c\uc804\uc758 \uc911\uc2ec\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\ub4e4\uc740 \ub2e4\uc591\ud55c NLP \ubb38\uc81c\uc5d0 \uc801\uc6a9 \uac00\ub2a5\ud558\uba70, \uac01\uae30 \ub2e4\ub978 \ub370\uc774\ud130\uc14b\uacfc \ud2b9\uc815 \ud0dc\uc2a4\ud06c\uc758 \uc694\uad6c\uc5d0 \ub9de\ucdb0 \uc870\uc815\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 \uc778\ucf54\ub354-\ub514\ucf54\ub354 \ubaa8\ub378\uacfc \uad00\ub828 \uae30\uc220\ub4e4\uc740 \ub354\uc6b1 \ubc1c\uc804\ud558\uc5ec \uc6b0\ub9ac \uc0dd\ud65c\uc5d0 \uae4a\uc774 \uc2a4\uba70\ub4e4 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc640 \uac19\uc740 \ubc1c\uc804\uc774 \uc774\ub8e8\uc5b4\uc9c8\uc218\ub85d \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \ubc94\uc704\uc640 \uac00\ub2a5\uc131\uc740 \ub354\uc6b1 \ub113\uc5b4\uc9c8 \uac83\uc774\uba70, \uc778\uacf5\uc9c0\ub2a5 \uc2dc\uc2a4\ud15c\uc774 \uc778\uac04\uacfc \ub354 \uc790\uc5f0\uc2a4\ub7fd\uac8c \uc18c\ud1b5\ud560 \uc218 \uc788\ub294 \uae30\ud68c\ub97c \uc81c\uacf5\ud560 \uac83\uc785\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \uc6b0\ub9ac\uc758 \uc758\uc0ac\uc18c\ud1b5 \ubc29\uc2dd\uc744 \ubc14\uafb8\uace0, \uc9c0\uc2dd\uc744 \uc804\ud30c\ud558\ub294 \ubc29\uc2dd\uc5d0\ub3c4 \ud601\uc2e0\uc744 \uac00\uc838\uc62c \uac83\uc785\ub2c8\ub2e4.<\/p>\n<\/section>\n<\/article>\n<p><\/body><\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. \uc11c\ub860 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub294 \ucd5c\uadfc \uba87 \ub144\uac04 \uae09\uaca9\ud788 \ubc1c\uc804\ud574\uc654\uc73c\uba70, \uadf8 \uc911\uc2ec\uc5d0\ub294 \ub525 \ub7ec\ub2dd \uae30\uc220\uc774 \uc790\ub9ac\uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. 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