{"id":25289,"date":"2024-10-26T09:53:42","date_gmt":"2024-10-26T09:53:42","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=25289"},"modified":"2024-11-26T08:02:15","modified_gmt":"2024-11-26T08:02:15","slug":"09-01-%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%9b%8c%eb%93%9c-%ec%9e%84%eb%b2%a0%eb%94%a9word-embedding","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/25289\/","title":{"rendered":"09-01 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6cc\ub4dc \uc784\ubca0\ub529(Word Embedding)"},"content":{"rendered":"<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \ucd5c\uadfc\uc5d0\ub294 \ub525 \ub7ec\ub2dd\uc744 \ud1b5\ud55c NLP\uc758 \ubc1c\uc804\uc774 \ub450\ub4dc\ub7ec\uc9c0\uace0 \uc788\uc73c\uba70, \uadf8 \uc911\uc5d0\uc11c\ub3c4 \ud2b9\ud788 \uc6cc\ub4dc \uc784\ubca0\ub529(Word Embedding) \uae30\uc220\uc774 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud2b9\ud788 \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \uac1c\ub150, \uc791\ub3d9 \uc6d0\ub9ac, \uc8fc\uc694 \uae30\ubc95 \ubc0f \uc751\uc6a9 \ubd84\uc57c\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \ud544\uc694\uc131<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub294 \uc778\uac04\uc774 \uc0ac\uc6a9\ud558\ub294 \uc790\uc5f0\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uae30\uc220\ub85c, \ub300\ub7c9\uc758 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \uc758\ubbf8\ub97c \ucd94\ucd9c\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \uc77c\uc0c1\uc0dd\ud65c\uc5d0\uc11c \ucc57\ubd07, \ucd94\ucc9c \uc2dc\uc2a4\ud15c, \uac80\uc0c9 \uc5d4\uc9c4 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0 \ud65c\uc6a9\ub418\uace0 \uc788\uc73c\uba70, \ub354\uc6b1 \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud558\uae30 \uc704\ud574 \ud544\uc218 \ubd88\uac00\uacb0\ud55c \uae30\uc220\ub85c \uc790\ub9ac \uc7a1\uc558\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>2. \ub525 \ub7ec\ub2dd\uc758 \uae30\ub2a5<\/h2>\n<p>\ub525 \ub7ec\ub2dd\uc740 \uc778\uacf5 \uc2e0\uacbd\ub9dd(Artificial Neural Network)\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uba38\uc2e0 \ub7ec\ub2dd\uc758 \ud55c \ubd84\uc57c\ub85c, \ube44\uc815\ud615 \ub370\uc774\ud130(\uc608: \uc774\ubbf8\uc9c0, \ud14d\uc2a4\ud2b8) \ucc98\ub9ac\uc5d0 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub97c \uc704\ud55c \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uc7a5\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\ub300\ub7c9\uc758 \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134 \ubc0f \ud2b9\uc9d5\uc744 \uc790\ub3d9\uc73c\ub85c \ud559\uc2b5\ud569\ub2c8\ub2e4.<\/li>\n<li>\ubcf5\uc7a1\ud55c \ube44\uc120\ud615 \uad00\uacc4\ub97c \ubaa8\ub378\ub9c1 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uae30\uc874\uc758 \uaddc\uce59 \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc5d0 \ube44\ud574 \ub354 \ub192\uc740 \uc131\ub2a5\uc744 \ubc1c\ud718\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>3. \uc6cc\ub4dc \uc784\ubca0\ub529(Word Embedding)\uc758 \uc815\uc758<\/h2>\n<p>\uc6cc\ub4dc \uc784\ubca0\ub529\uc740 \uc790\uc5f0\uc5b4\uc5d0\uc11c \ub2e8\uc5b4\ub97c \ubca1\ud130 \uacf5\uac04\uc5d0 \ub9e4\ud551\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \ub2e8\uc5b4\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ubca1\ud130\ub85c \ubcc0\ud658\ub418\uc5b4 \uc2e0\uacbd\ub9dd \ubaa8\ub378\uc758 \uc785\ub825\uc73c\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774 \ubca1\ud130\ub294 \ub2e8\uc5b4 \uac04\uc758 \uc758\ubbf8\uc801 \uc720\uc0ac\uc131\uc744 \ubc18\uc601\ud558\uba70, \uc720\uc0ac\ud55c \uc758\ubbf8\ub97c \uac00\uc9c4 \ub2e8\uc5b4\uc77c\uc218\ub85d \uac00\uae4c\uc6b4 \uc704\uce58\uc5d0 \ub193\uc774\uac8c \ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, &#8216;\uc655&#8217;\uacfc &#8216;\uc5ec\uc655&#8217;\uc740 \uc11c\ub85c \uac19\uc740 \ubca1\ud130 \uacf5\uac04\uc5d0\uc11c \uac00\uae4c\uc6b4 \uc704\uce58\uc5d0 \ub9e4\ud551\ub429\ub2c8\ub2e4.<\/p>\n<h3>3.1. \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \ud544\uc694\uc131<\/h3>\n<p>\uc6cc\ub4dc \uc784\ubca0\ub529\uc740 \uace0\uc804\uc801\uc778 \ubc29\ubc95\uc5d0 \ube44\ud574 \ub2e4\uc74c\uacfc \uac19\uc740 \uc7a5\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\ud76c\uc18c\uc131\uc744 \uc904\uc785\ub2c8\ub2e4: \ub2e8\uc5b4\ub97c \uace0\ucc28\uc6d0 \uacf5\uac04\uc5d0\uc11c \ubc00\uc9d1 \ubca1\ud130\ub85c \ubcc0\ud658\ud558\uc5ec, \uc2e0\uacbd\ub9dd\uc774 \ud6a8\uacfc\uc801\uc73c\ub85c \ud559\uc2b5\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/li>\n<li>\uc758\ubbf8\uc801 \uad00\uacc4\ub97c \ud3ec\ucc29\ud569\ub2c8\ub2e4: \ub2e8\uc5b4 \uac04\uc758 \uc758\ubbf8\uc801 \uc720\uc0ac\uc131\uacfc \uad00\uacc4\ub97c \ubca1\ud130 \uacf5\uac04\uc758 \uac70\ub9ac\ub85c \ud45c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>3.2. \uc6cc\ub4dc \uc784\ubca0\ub529 \uae30\ubc95<\/h3>\n<p>\uc6cc\ub4dc \uc784\ubca0\ub529\uc744 \uc0dd\uc131\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uc5ec\ub7ec \uac00\uc9c0 \uae30\ubc95\uc774 \uc788\uc73c\uba70, \ub300\ud45c\uc801\uc73c\ub85c \ub2e4\uc74c\uacfc \uac19\uc740 \ubc29\ubc95\ub4e4\uc774 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>Word2Vec:<\/strong> \uad6c\uae00\uc5d0\uc11c \uac1c\ubc1c\ud55c \ubc29\ubc95\uc73c\ub85c, CBOW(Continuous Bag of Words)\uc640 Skip-Gram \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub2e8\uc5b4 \uc784\ubca0\ub529\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. CBOW\ub294 \uc8fc\ubcc0 \ub2e8\uc5b4\ub85c\ubd80\ud130 \uc911\uc2ec \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\uace0, Skip-Gram\uc740 \uc911\uc2ec \ub2e8\uc5b4\ub85c\ubd80\ud130 \uc8fc\ubcc0 \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\ub294 \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>GloVe:<\/strong> \uc2a4\ud0e0\ud3ec\ub4dc \ub300\ud559\uad50\uc5d0\uc11c \uac1c\ubc1c\ud55c \ubc29\ubc95\uc73c\ub85c, \uae00\ub85c\ubc8c \ud1b5\uacc4\uc5d0 \uae30\ubc18\ud558\uc5ec \ub2e8\uc5b4\uc758 \uc784\ubca0\ub529\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \ub2e8\uc5b4 \uac04\uc758 \uacf5\ub3d9 \ucd9c\ud604 \ube48\ub3c4\ub97c \uae30\ubc18\uc73c\ub85c \ud558\uc5ec \ubca1\ud130\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>FastText:<\/strong> \ud398\uc774\uc2a4\ubd81\uc5d0\uc11c \uac1c\ubc1c\ud55c \ubaa8\ub378\ub85c, \ub2e8\uc5b4\uac00 \uc544\ub2cc n-\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub354 \uc138\ubc00\ud55c \ub2e8\uc5b4 \uc784\ubca0\ub529\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ubc29\uc2dd\uc740 \ub4dc\ubb3c\uac8c \ub4f1\uc7a5\ud558\ub294 \ub2e8\uc5b4\uc758 \ubca1\ud130\ub97c \ub354 \uc798 \ud559\uc2b5\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>4. \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \uc751\uc6a9 \ubd84\uc57c<\/h2>\n<p>\uc6cc\ub4dc \uc784\ubca0\ub529\uc740 \ub2e4\uc591\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uc791\uc5c5\uc5d0 \ud65c\uc6a9\ub429\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc791\uc5c5\ub4e4\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uac10\uc815 \ubd84\uc11d:<\/strong> \uc81c\ud488 \ub9ac\ubdf0\ub098 \uc18c\uc15c \ubbf8\ub514\uc5b4 \uac8c\uc2dc\ubb3c\uc5d0\uc11c \uac10\uc815\uc744 \ubd84\uc11d\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<li><strong>\ubb38\uc11c \ubd84\ub958:<\/strong> \ud14d\uc2a4\ud2b8 \ubb38\uc11c\ub97c \uce74\ud14c\uace0\ub9ac\ubcc4\ub85c \ubd84\ub958\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<li><strong>\uae30\uacc4 \ubc88\uc5ed:<\/strong> \ud55c \uc5b8\uc5b4\ub97c \ub2e4\ub978 \uc5b8\uc5b4\ub85c \ubc88\uc5ed\ud558\ub294 \ub370 \ud544\uc694\ud55c \ub2e8\uc5b4 \uac04\uc758 \uad00\uacc4\ub97c \uc774\ud574\ud558\ub294 \ub370 \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<li><strong>\uc9c8\ubb38 \uc751\ub2f5 \uc2dc\uc2a4\ud15c:<\/strong> \uc0ac\uc6a9\uc790 \uc9c8\ubb38\uc5d0 \ub300\ud55c \uc801\uc808\ud55c \uc751\ub2f5\uc744 \ucc3e\uae30 \uc704\ud574 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>5. \ub525 \ub7ec\ub2dd\uacfc \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \uacb0\ud569<\/h2>\n<p>\uc6cc\ub4dc \uc784\ubca0\ub529\uc740 \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc5d0\uc11c \uc785\ub825 \ub370\uc774\ud130\ub85c \uc0ac\uc6a9\ub418\uba70, \uc774\ub97c \ud1b5\ud574 \ub354\uc6b1 \ud6a8\uacfc\uc801\uc778 NLP\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, RNN(Recurrent Neural Network) \ubc0f LSTM(Long Short-Term Memory) \ub124\ud2b8\uc6cc\ud06c\uc640 \ud568\uaed8 \uc0ac\uc6a9\ub418\uc5b4 \uae34 \ubb38\uc7a5\uc774\ub098 \ubb38\ub9e5\uc5d0 \ub530\ub77c \ub2e8\uc5b4\uc758 \uc758\ubbf8\ub97c \uc774\ud574\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<h2>6. \uace0\uae09 \uc6cc\ub4dc \uc784\ubca0\ub529 \uae30\ubc95<\/h2>\n<p>\ucd5c\uadfc\uc5d0\ub294 BERT(Bidirectional Encoder Representations from Transformers)\uc640 \uac19\uc740 \ud6e8\uc52c \ub354 \ubcf5\uc7a1\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubaa8\ub378\ub4e4\uc774 \uac1c\ubc1c\ub418\uc5c8\uc2b5\ub2c8\ub2e4. BERT\ub294 \ub2e8\uc5b4\uc758 \uc804\ud6c4 \ubb38\ub9e5\uc744 \ubaa8\ub450 \uace0\ub824\ud558\uc5ec \ub354 \uc815\ud655\ud55c \uc784\ubca0\ub529\uc744 \uc0dd\uc131\ud558\uba70, \ub2e4\uc591\ud55c NLP \uc791\uc5c5\uc5d0\uc11c \ucd5c\ucca8\ub2e8 \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>6.1. BERT\uc758 \uc791\ub3d9 \uc6d0\ub9ac<\/h3>\n<p>BERT\ub294 Transformer \uc544\ud0a4\ud14d\ucc98\ub97c \uc774\uc6a9\ud558\uc5ec \ub2e8\uc5b4\uc640 \ubb38\uc7a5 \uac04\uc758 \uad00\uacc4\ub97c \ud559\uc2b5\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uacfc \uac19\uc740 \ub450 \uac00\uc9c0 \uc8fc\uc694 \ub2e8\uacc4\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\ub9c8\uc2a4\ud0b9:<\/strong> \uc785\ub825 \ub370\uc774\ud130\uc758 \uc77c\ubd80 \ub2e8\uc5b4\ub97c \ub9c8\uc2a4\ud0b9\ud558\uc5ec \ud574\ub2f9 \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\ub3c4\ub85d \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ub2e4\uc911 \ud0dc\uc2a4\ud06c \ud559\uc2b5:<\/strong> \ubb38\uc7a5 \uac04\uc758 \uad00\uacc4\ub97c \uc774\ud574\ud558\uae30 \uc704\ud55c \ud0dc\uc2a4\ud06c\uc640 \ud2b9\uc815 \ubb38\uc7a5\uc5d0\uc11c \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\ub294 \ud0dc\uc2a4\ud06c\ub97c \ud568\uaed8 \ud559\uc2b5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>7. \uacb0\ub860<\/h2>\n<p>\ub525 \ub7ec\ub2dd \uae30\ubc18\uc758 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c \uc6cc\ub4dc \uc784\ubca0\ub529\uc740 \uc911\uc694\ud55c \uc694\uc18c\ub85c \uc790\ub9ac\uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub2e8\uc5b4 \uac04\uc758 \uc758\ubbf8\uc801 \uad00\uacc4\ub97c \ub354 \uc798 \uc774\ud574\ud558\uace0, \ub2e4\uc591\ud55c NLP \uc791\uc5c5\uc5d0\uc11c \uac1c\uc120\ub41c \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uc2e0 \uae30\uc220\ub4e4\uc740 \ub354\uc6b1 \ubc1c\uc804\ud558\uace0 \uc788\uc73c\uba70, \uc55e\uc73c\ub85c\uc758 NLP \ubd84\uc57c\uc5d0\uc11c \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \uc9c4\ud654\uc5d0 \ub9ce\uc740 \uae30\ub300\uac00 \ubaa8\uc544\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>8. \ucc38\uace0\ubb38\ud5cc<\/h2>\n<ul>\n<li>Goldberg, Y. (2016). A Primer on Neural Network Models for Natural Language Processing. arXiv preprint arXiv:1803.05956.<\/li>\n<li>Mikolov, T., et al. (2013). Distributed representations of words and phrases and their compositionality. In Advances in neural information processing systems (pp. 3111-3119).<\/li>\n<li>Pennington, J., Socher, R., &amp; Manning, C. D. (2014). Glove: Global Vectors for Word Representation. In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) (pp. 1532-1543).<\/li>\n<li>Devlin, J., Chang, M. W., Lee, K., &amp; Toutanova, K. (2019). BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. arXiv preprint arXiv:1810.04805.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \ucd5c\uadfc\uc5d0\ub294 \ub525 \ub7ec\ub2dd\uc744 \ud1b5\ud55c NLP\uc758 \ubc1c\uc804\uc774 \ub450\ub4dc\ub7ec\uc9c0\uace0 \uc788\uc73c\uba70, \uadf8 \uc911\uc5d0\uc11c\ub3c4 \ud2b9\ud788 \uc6cc\ub4dc \uc784\ubca0\ub529(Word Embedding) \uae30\uc220\uc774 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud2b9\ud788 \uc6cc\ub4dc \uc784\ubca0\ub529\uc758 \uac1c\ub150, \uc791\ub3d9 \uc6d0\ub9ac, \uc8fc\uc694 \uae30\ubc95 \ubc0f \uc751\uc6a9 \ubd84\uc57c\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. &hellip; <a href=\"https:\/\/atmokpo.com\/w\/25289\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;09-01 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc6cc\ub4dc \uc784\ubca0\ub529(Word Embedding)&#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-25289","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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