{"id":132,"date":"2022-08-28T21:31:08","date_gmt":"2022-08-28T12:31:08","guid":{"rendered":"https:\/\/jaeinlab.com\/?p=132"},"modified":"2024-03-04T15:02:43","modified_gmt":"2024-03-04T06:02:43","slug":"%ec%84%9c%ed%8f%89-feat-%ec%97%b0%ea%b5%ac%ec%9d%b8%ec%9d%98-%eb%a7%88%ec%9d%8c%ea%b0%80%ec%a7%90","status":"publish","type":"post","link":"https:\/\/jaeinlab.com\/?p=132","title":{"rendered":"[\uadf8\ub85c\ud0b9 \uc2ec\uce35 \uac15\ud654\ud559\uc2b5] \uc11c\ud3c9 (feat. \uc5f0\uad6c\uc778\uc758 \ub9c8\uc74c\uac00\uc9d0)"},"content":{"rendered":"\n
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<\uadf8\ub85c\ud0b9 \uc2ec\uce35 \uac15\ud654\ud559\uc2b5> \ud55c\ube5b\ubbf8\ub514\uc5b4<\/figcaption><\/figure>\n\n\n\n

\ucd5c\uadfc OpenAI\uc640 \uad6c\uae00\uc5d0\uc11c \uac15\ud654\ud559\uc2b5\uc744 \uc774\uc6a9\ud574 GPT-3\ub97c \ud55c \ub2e8\uacc4 \ub354 \ubc1c\uc804\uc2dc\ucf30\ub2e4\ub294 \uc774\uc57c\uae30<\/a>\ub97c \ub4e4\uc5c8\ub2e4. \uac15\ud654\ud559\uc2b5 \ud544\ub4dc\ub294 \uc778\uacf5\uc9c0\ub2a5 \uc5f0\uad6c\ub97c \ud558\ub2e4\ubcf4\uba74 \uc18c\uc2dd\uc744 \uc790\uc8fc \uc811\ud558\uac8c \ub418\uba74\uc11c\ub3c4 NLP\uc640\ub294 \uc811\uc810\uc774 \ub9ce\uc9c0 \uc54a\uc558\uae30\uc5d0 \uc0dd\uc18c\ud558\uac8c \ub290\uaef4\uc84c\ub294\ub370, \uc774\ubc88 8\uc6d4 \uc11c\ud3c9\ub2e8 \ud65c\ub3d9\uc73c\ub85c \uac15\ud654\ud559\uc2b5\uacfc \uce5c\ud574\uc9c8 \uae30\ud68c\ub97c \ub9cc\ub4e4\uc5b4\ubcf4\uc558\ub2e4. \uc774\ubc88 \ud3ec\uc2a4\ud305\uc5d0\uc11c\ub294 \uba3c\uc800 \uac15\ud654\ud559\uc2b5\uc774 \ubb34\uc5c7\uc778\uc9c0 \uac04\ub2e8\ud558\uac8c \uc54c\uc544\ubcf8 \ud6c4 \uac15\ud654\ud559\uc2b5 \uc5f0\uad6c\uc790\uc774\uc790 \uc5d4\uc9c0\ub2c8\uc5b4\uc778 \ubbf8\uac94 \ubaa8\ub784\ub808\uc2a4 (Miguel Morales)\uc758 <\uadf8\ub85c\ud0b9 \uc2ec\uce35 \uac15\ud654\ud559\uc2b5> \ucc45\uc758 \uc11c\ud3c9\uc744 \uc791\uc131\ud574\ubcf4\uace0\uc790 \ud55c\ub2e4.<\/p>\n\n\n\n

\uac15\ud654\ud559\uc2b5\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc18c\uac1c<\/h2>\n\n\n\n

\uc77c\ubc18\uc801\uc73c\ub85c \uc778\uacf5\uc9c0\ub2a5 \uc785\ubb38 \ub2e8\uacc4\uc5d0\uc11c\ubd80\ud130 \ub2e4\ub8e8\ub294 \uc9c0\ub3c4\ud559\uc2b5 (Supervised Learning)\uc774\ub098 \ube44\uc9c0\ub3c4\ud559\uc2b5 (Unsupervised Learning)\ucc98\ub7fc, \uac15\ud654\ud559\uc2b5 (Reienforcement Learning, RL)\uc740 \ub610 \ub2e4\ub978 \ud558\ub098\uc758 \uba38\uc2e0\ub7ec\ub2dd \ub9e5\ub77d\uc73c\ub85c \ubcfc \uc218 \uc788\ub2e4. \uac15\ud654\ud559\uc2b5\uc758 \ubaa9\ud45c\ub294 “\ud589\ub3d9\ud558\uae30”\uc774\ub2e4. \uc9c0\ub3c4\ud559\uc2b5\uc5d0\uc11c\ucc98\ub7fc “\ub77c\ubca8”\uc774\ub77c\ub294 \uc815\ub2f5 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc9c0\ub3c4, \ube44\uc9c0\ub3c4\ud559\uc2b5\uc5d0\uc11c\ucc98\ub7fc \ub370\uc774\ud130\uc758 \ud2b9\uc9d5\uacfc \uc815\ubcf4\ub97c \ubc30\uc6cc\ub098\uac00\ub824\uace0 \ud558\uc9c0\uc54a\ub294\ub2e4. \uadf8\uc800 \uc2dc\ud589\ucc29\uc624\ub97c \ud1b5\ud574 \ud559\uc2b5\ud558\uba70, \ucd5c\ub300\ud55c \ub9ce\uc740 \ubcf4\uc0c1\uc744 \uc5bb\uae30 \uc704\ud55c \ud589\ub3d9\uc744 \ucde8\ud558\ub294 \uac83\uc774 \ubaa9\ud45c\uc774\ub2e4. <\/p>\n\n\n\n

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\uac15\ud654\ud559\uc2b5\uc758 \ud3ec\uc9c0\uc158<\/figcaption><\/figure>\n\n\n\n

\uac15\ud654\ud559\uc2b5\uc744 \uc54c\ub824\uba74 \ub450\uac00\uc9c0 \uac1d\uccb4\ub97c \uc54c\uace0 \uc788\uc5b4\uc57c \ud55c\ub2e4. \ubc14\ub85c \uc5d0\uc774\uc804\ud2b8\uc640 \ud658\uacbd\uc774\ub2e4. \uc5d0\uc774\uc804\ud2b8\ub294 \ucef4\ud4e8\ud130 \ud504\ub85c\uadf8\ub7a8, \uc989 \uc758\uc0ac\ub97c \uacb0\uc815\ud558\ub294 \uac1d\uccb4 \uadf8 \uc790\uccb4\uc774\uba70, \ud658\uacbd\uc740 \uc5d0\uc774\uc804\ud2b8\uc640 \ubc18\ub300\ub418\ub294 \uac1c\ub150\uc73c\ub85c \uc5d0\uc774\uc804\ud2b8 \uc774\uc678\uc758 \ubaa8\ub4e0\uac83\uc744 \ub73b\ud55c\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uc5b4\ub5a4 \uc0ac\ubb3c\uc744 \uc9d1\ub294 \ub85c\ubd07\uc744 \ud559\uc2b5\uc2dc\ud0a8\ub2e4\uace0 \ud560 \ub54c, \uc758\uc0ac\ub97c \uacb0\uc815\ud558\ub294 \ub85c\ubd07 \ud504\ub85c\uadf8\ub7a8\uc774 \uc5d0\uc774\uc804\ud2b8\uc774\uba70, \uc8fc\ubcc0\uc5d0 \ubd80\ub294 \ubc14\ub78c, \uc0ac\ubb3c\uc774 \ub193\uc5ec\uc9c4 \ucc45\uc0c1, \ubc14\ub2e5\uc758 \ub9c8\ucc30\ub825\uacfc \uac19\uc740 \ub85c\ubd07\uc744 \uc81c\uc678\ud55c \ubaa8\ub4e0\uac83\ub4e4\uc774 \ud658\uacbd\uc5d0 \uc18d\ud55c\ub2e4. \uc7ac\ubbf8\uc788\ub294 \uac83\uc740 \ub85c\ubd07\uc758 \ud314 \ub610\ud55c \ud658\uacbd\uc758 \uc77c\ubd80\ub77c\uace0 \ubcfc \uc218 \uc788\ub2e4\ub294 \uac83\uc778\ub370, \uc774\ub294 \ube44\ub85d \uc5d0\uc774\uc804\ud2b8\uac00 \ud314\uc744 \uc5b4\ub5bb\uac8c \uc6c0\uc9c1\uc77c\uc9c0 \uacb0\uc815\ud558\ub354\ub77c\ub3c4 \uc2e4\uc81c \ub85c\ubd07 \ud314\uc758 \uc6c0\uc9c1\uc784\uc5d0\ub294 \uc7a1\uc74c\uc774 \ub354\ud574\uc9c0\uae30 \ub54c\ubb38\uc774\ub2e4. <\/p>\n\n\n\n

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\uac15\ud654\ud559\uc2b5\uc5d0\uc11c \uc5d0\uc774\uc804\ud2b8\uc640 \ud658\uacbd\uc758 \uc778\ud130\ub809\uc158<\/figcaption><\/figure>\n\n\n\n

\uac15\ud654\ud559\uc2b5 \ubaa8\ub378\uc740 \uc5d0\uc774\uc804\ud2b8\uc640 \ud658\uacbd\uc758 \uc0c1\ud638\uc791\uc6a9\uc744 \ud1b5\ud574 \ud559\uc2b5\ud55c\ub2e4. \uadf8\ub807\ub2e4\uba74 \uc5d0\uc774\uc804\ud2b8\uc640 \ud658\uacbd\uc740 \uc5b4\ub5bb\uac8c \uc0c1\ud638\uc791\uc6a9\uc744 \ud560\uae4c? \uc5d0\uc774\uc804\ud2b8\ub294 \uc758\uc0ac\uacb0\uc815\ud558\ub294 \uac1d\uccb4\ub85c, \ud604 \uc0c1\ud0dc\uc5d0\uc11c \uc5b4\ub5a0\ud55c \ud589\ub3d9\uc744 \ucde8\ud560\uc9c0 \uacb0\uc815\ud574\uc57c\ud55c\ub2e4. \uc5d0\uc774\uc804\ud2b8\uac00 \uc5b4\ub5a0\ud55c \uacb0\uc815\uc744 \ub0b4\ub9ac\uace0 \ud589\ub3d9\uc744 \ucde8\ud588\uc744 \ub54c, \ud658\uacbd\uc73c\ub85c\ubd80\ud130 \uadf8\uc5d0 \ud574\ub2f9\ud558\ub294 \ud53c\ub4dc\ubc31 (\ubcf4\uc0c1)\uc744 \ubc1b\uac8c \ub41c\ub2e4. \uac00\ub839 \ud604 \uc2dc\uc810\uc5d0\uc11c A\ub77c\ub294 \ud589\ub3d9\uc744 \ucde8\ud588\uc744 \ub54c 100\uc774\ub77c\ub294 \ubcf4\uc0c1\uc744 \ubc1b\uace0, B\ub77c\ub294 \ud589\ub3d9\uc744 \ucde8\ud588\uc744 \ub54c -10\uc774\ub77c\ub294 \ubcf4\uc0c1\uc744 \ubc1b\uc558\ub2e4\uba74, \uc5d0\uc774\uc804\ud2b8\ub294 \uc790\uc2e0\uc758 \uc774\ub97c \uad00\ucc30\ud558\uc5ec \ud604 \uc2dc\uc810 (\ub85c\ubd07\uc758 \uc704\uce58)\uc5d0\uc11c\ub294 B\uac00 \uc544\ub2cc A\ub77c\ub294 \ud589\ub3d9\uc744 \ucde8\ud558\ub3c4\ub85d \ud559\uc2b5\ub420 \uac83\uc774\ub2e4. \ubb3c\ub860, \uc774\ub294 \uac04\ub2e8\ud55c \uc124\uba85\uc744 \uc704\ud574 \ub4e0 \uc608\uc2dc\ub85c, “\uc21c\uac04 \ubaa9\ud45c”\ub9cc\uc744 \ubc14\ub77c\ubcfc \ub54c \uc774\uc57c\uae30\ub2e4. \ub300\ubd80\ubd84\uc758 \uacbd\uc6b0 \uc7a5\uae30 \ubaa9\ud45c\uc640\uc758 \uade0\ud615\uc744 \uc774\ub8e8\ub294 \uac83\uc774 \uc911\uc694\ud558\ub2e4. <\/p>\n\n\n\n

\uc774 \ucc45\uc5d0\uc11c \uae30\ub300\ud560 \uc218 \uc788\ub294 \uac83<\/h2>\n\n\n\n

<\uadf8\ub85c\ud0b9 \uc2ec\uce35 \uac15\ud654\ud559\uc2b5> \uc740 \uac15\ud654\ud559\uc2b5\uc744 \uc5f0\uad6c\uc801\uc73c\ub85c \uc774\ud574\ud560 \uc218 \uc788\uac8c \ub3c4\uc640\uc900\ub2e4. \uc5f0\uad6c\uc801\uc774\ub77c \ud568\uc740, \uac15\ud654\ud559\uc2b5\uc758 \uc774\ub860\uacfc \ubcf8\uc9c8\uc5d0 \ud3ec\ucee4\uc2a4\ub97c \ub9de\ucd94\uc5b4 \uc124\uba85\ud558\uae30 \ub54c\ubb38\uc5d0 \uac15\ud654\ud559\uc2b5\uc744 \uc2e4\ubb34\uc5d0 \ube60\ub974\uac8c \uc801\uc6a9\ud558\uace0\uc790 \ud558\ub294 \ud604\uc5c5\uc790\ubcf4\ub2e4\ub294 \uc774\ub860\uc801\uc73c\ub85c \uc811\uadfc\ud558\uace0\uc790 \ud558\ub294 \ud559\uc0dd\uc744 \uc704\ud55c \ucc45\uc5d0 \uac00\uae5d\ub2e4\ub294 \ub73b\uc774\ub2e4. \uac00\ub839, \ub9ce\uc740 “\ube60\ub978 \uc2e4\ubb34\ub97c \uc704\ud55c” \uc11c\uc801\uc5d0\uc11c high-level \uc704\uc8fc\uc758 \uc9c1\uad00\uc801\uc778 \uadf8\ub9bc\uacfc \ud604\uc5c5\uc5d0 \ubc14\ub85c \uc801\uc6a9 \uac00\ub2a5\ud55c \ucf54\ub4dc\ub97c \ubcf4\uc5ec\uc904 \ub54c, \uc774 \ucc45\uc5d0\uc11c\ub294 \uc218\uc2dd\uc801\uc778 \uc124\uba85\uacfc \uc5f0\uad6c\uc801 \ub17c\uc758\uac00 \ub9ce\uc774 \ub4f1\uc7a5\ud558\uba70 \ucf54\ub4dc \uc608\uc81c\ub294 \ucd5c\uc18c\ud654 \ub418\uc5b4\uc788\ub2e4. <\/p>\n\n\n\n

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“\ud2b8\uc704\ud130\uc5d0\uc11c \ub9cc\ub098\uc694!”<\/figcaption><\/figure>\n\n\n\n
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\ub2e4\ub9ac\uac00 \ubd80\ub7ec\uc9c4 \uac83\uc774 \uc88b\uc740 \uc18c\uc2dd\uc778\uc9c0, \ub098\uc05c \uc18c\uc2dd\uc778\uc9c0 \uc5b4\ub5bb\uac8c \uc544\ub098\uc694?<\/figcaption><\/figure>\n\n\n\n

\uc774 \ucc45\uc758 \uc800\uc790\uac00 \uac15\ud654\ud559\uc2b5\uc744 \ub300\ud558\ub294 \ud0dc\ub3c4\ub294 \uac01 \ucc55\ud130\uc758 \uc2dc\uc791\ub9cc \ubd10\ub3c4 \uc5b4\ub290\uc815\ub3c4 \uc5ff\ubcfc \uc218 \uc788\ub2e4. \uc608\ub97c \ub4e4\uc5b4 3\uc7a5\uc740 “\uc804\ud22c\ub97c \uc900\ube44\ud558\uba74\uc11c \ud56d\uc0c1 \ub290\ub080 \uac83\uc740 \uacc4\ud68d\uc740 \uc4f8\ubaa8 \uc5c6\ub294 \uac83\uc774\uc9c0\ub9cc, \uacc4\ud68d\ud558\ub294 \uac83 \uc790\uccb4\ub294 \uc5c6\uc5b4\uc11c\ub294 \uc548\ub420 \uc911\uc694\ud55c \uac83\uc774\uc5c8\uc2b5\ub2c8\ub2e4. – \ub4dc\uc640\uc774\ud2b8 D. \uc544\uc774\uc820\ud558\uc6cc”<\/em> \ub77c\ub294 \ubb38\uad6c\ub85c \uc2dc\uc791\ud558\ub294\ub370, \uac15\ud654\ud559\uc2b5\uc5d0\uc11c \uc911\uc694\ud55c \ubb38\uc81c\uc774\uba74\uc11c\ub3c4 \ucca0\ud559\uc801\uc778 \uace0\ubbfc\uac70\ub9ac\ub97c \ub358\uc838\uc8fc\ub294 \uac83\uc774 \uc0c1\ub2f9\ud788 \ud765\ubbf8\ub85c\uc6e0\ub2e4. \ub610\ud55c, \uac01 \ucc55\ud130\uc758 \ub9c8\uc9c0\ub9c9\uc740 \uc5b8\uc81c\ub098 “\ud2b8\uc704\ud130\uc5d0\uc11c \ub9cc\ub098\uc694!” <\/em>\ub77c\ub294 \uc18c\uc81c\ubaa9\uc758 \ud14d\uc2a4\ud2b8 \ube14\ub85d\uc73c\ub85c \ub9c8\ubb34\ub9ac\ud55c\ub2e4. \uacf5\ubd80\ud55c \uac83\uc5d0 \ub300\ud574 \ud2b8\uc704\ud130\ub97c \uc791\uc131\ud558\uace0 \uc800\uc790 \ubcf8\uc778\uc744 \ud0dc\uadf8\ud558\uba74 \ub9ac\ud2b8\uc717\ud560\uac83\uc774\ub77c\ub294 \uc57d\uc18d\uc744 \ud558\uba70, \uac01 \ucc55\ud130\uc640 \uad00\ub828\ub41c \ud574\uc2dc\ud0dc\uadf8\ub97c \uc0ac\uc6a9\ud558\uae38 \ubd80\ud0c1\ud55c\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc81c 2\uc7a5\uc758 \uad00\ub828 \ud574\uc2dc\ud0dc\uadf8\ub85c\ub294 “#gdrl_ch02_tf01”<\/em> \ub4f1\uc744 \uc81c\uc548\ud55c\ub2e4. \uc774 \ubd80\ubd84\uc5d0\uc11c \uc800\uc790\uc758 \uac15\ud654\ud559\uc2b5 \ud544\ub4dc\uc5d0 \ub300\ud55c \uc801\uadf9\uc131\uacfc \uc5f4\uc815 \ub610\ud55c \ub290\ub084 \uc218 \uc788\uc5c8\ub2e4.<\/p>\n\n\n\n

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\uc218\uc2dd \uc608\uc2dc<\/figcaption><\/figure>\n\n\n\n

\uc800\uc790\uc758 \uc124\uba85 \uc2a4\ud0ac \ub610\ud55c \ub3cb\ubcf4\uc778\ub2e4. \uc5b4\ub5a4 \uac1c\ub150\ub3c4 \uc774\ud574\uc2dc\ud0a4\uace0\uc57c \ub9d0\uaca0\ub2e4 \ub77c\ub294 \uc9d1\ub150\uc774 \uc788\ub294 \uac83\ucc98\ub7fc \ub2e4\uc591\ud55c \uadf8\ub798\ud504, \uc608\uc2dc\ub97c \uc0ac\uc6a9\ud558\uba70 \uc218\uc2dd\ub3c4 \ub300\ucda9 \uc124\uba85\ud558\uace0 \ub118\uc5b4\uac00\uc9c0 \uc54a\ub294\ub2e4. \uc0ac\uc2e4 \uac1c\uc778\uc801\uc73c\ub85c “\uc218\uc2dd\uc740 \ubab0\ub77c\ub3c4 \ub429\ub2c8\ub2e4” \/ “\uc2e4\uc804\uc5d0\uc120 \uc218\uc2dd\uc774 \ubcc4\ub85c \uc4f0\uc774\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4” \uc640 \uac19\uc740 \uc774\uc57c\uae30\ub97c \ud558\ub294 \ucc45\uc744 \uc120\ud638\ud558\uc9c0 \uc54a\ub294\ub370, \uc218\uc2dd \uc5c6\uc774 high-level\uc5d0\uc11c\ub9cc \uc774\ud574\ud558\uace0 \ucf54\ub4dc\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc740 \uc9c0\uc2dd \ud655\uc7a5\uc5d0 \ubcc4\ub85c \ub3c4\uc6c0\uc774 \ub418\uc9c0 \uc54a\uae30 \ub54c\ubb38\uc774\ub2e4. “\uc798” \uc368\uba39\uc73c\ub824\uba74 \ubc14\ub2e5\ubd80\ud130 \uc774\ud574\ud574\uc57c \ud558\uace0, \uadf8\ub7ec\ub824\uba74 \uc218\uc2dd\uc744 \uc9da\uace0 \ub118\uc5b4\uac00\uc57c \ud55c\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \ub525\ub7ec\ub2dd \ub124\ud2b8\uc6cc\ud06c\uc758 back-propagation\uc744 \uc218\uc2dd \uc5c6\uc774 \uadf8\ub9bc\uc73c\ub85c\ub9cc \uc54c\uace0 \uc788\ub2e4\uba74 back-propagation\uc774 \ubb34\uc5c7\uc778\uc9c0 \ub3d9\ub8cc\uc5d0\uac8c \uc124\uba85\ud574\uc57c\ud560 \ub54c \uc0c1\ub2f9\ud788 \uace4\ub780\ud560 \uac83 \uac19\ub2e4. \b\ub525\ub7ec\ub2dd \uad00\ub828 \ub17c\ubb38\uc744 \uc774\ud574\ud558\uae30\ub294 \ubb3c\ub860\uc774\uace0, \uac04\ub2e8\ud55c \ucf54\ub4dc \uc218\uc815\ub3c4 \ud798\ub4e4\uac83\uc774\ub2e4. \uc800\uc790\ub294 \uc5f0\uad6c\uc790\ub85c\uc11c \uadf8\uac83\uc758 \uc911\uc694\uc131\uc744 \uc54c\uae30\uc5d0, \uc218\uc2dd\uc744 \ub118\uae30\uc9c0 \uc54a\uace0 \uc798 \uc124\uba85\ud558\uace0\uc790 \uacf5\uc744 \ub9ce\uc774 \ub4e4\uc778 \uac83 \uac19\ub2e4. \uc218\uc2dd \ubfd0\ub9cc \uc544\ub2c8\ub77c \uac15\ud654\ud559\uc2b5 \uac1c\ub150\ub4e4\uc774 \uc798 \uc124\uba85\ub418\uc5b4\uc788\ub2e4. \uac1c\uc778\uc801\uc73c\ub85c \ub9ce\uc740 \ubd80\ubd84\uc758 \uc124\uba85\uc744 \ube60\uc838\ub4e4\uba74\uc11c \uc77d\uc5c8\ub2e4. <\/p>\n\n\n\n

\ub05d\uc73c\ub85c, \ub9c8\uc9c0\ub9c9 \ucc55\ud130\uc5d0\uc11c \uc778\uc0c1\uae4a\uc5c8\ub358 \uc800\uc790\uc758 \uc77c\uacfc \uc5f0\uad6c\uc5d0 \ub300\ud55c \ub9c8\uc74c\uac00\uc9d0\uc744 \uc774\uc57c\uae30\ud558\ub294 \ubd80\ubd84\uc744 \uc544\uce74\uc774\ube59\ud558\uba70 \uc774 \ud3ec\uc2a4\ud305\uc744 \ub9c8\uce58\ub3c4\ub85d \ud558\uaca0\ub2e4.<\/p>\n\n\n\n

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<\/p>\n\n\n\n

“\ud55c\ube5b\ubbf8\ub514\uc5b4 <\ub098\ub294 \ub9ac\ubdf0\uc5b4\ub2e4> \ud65c\ub3d9\uc744 \uc704\ud574\uc11c \ucc45\uc744 \uc81c\uacf5\ubc1b\uc544 \uc791\uc131\ub41c \uc11c\ud3c9\uc785\ub2c8\ub2e4.”<\/em><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

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