{"id":40063,"date":"2024-11-02T10:21:04","date_gmt":"2024-11-02T10:21:04","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=40063"},"modified":"2024-11-26T06:40:12","modified_gmt":"2024-11-26T06:40:12","slug":"%ec%9d%b8%ea%b3%b5%ec%a7%80%eb%8a%a5-%ed%99%9c%ec%9a%a9-%ed%85%8d%ec%8a%a4%ed%8a%b8-%ec%9a%94%ec%95%bd-%eb%b2%88%ec%97%ad-%ea%b0%90%ec%a0%95-%eb%b6%84%ec%84%9d-%eb%93%b1-%eb%8b%a4%ec%96%91%ed%95%9c","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/40063\/","title":{"rendered":"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \ud14d\uc2a4\ud2b8 \uc694\uc57d, \ubc88\uc5ed, \uac10\uc815 \ubd84\uc11d \ub4f1 \ub2e4\uc591\ud55c NLP \uae30\ub2a5 \uc81c\uacf5 \uc0ac\uc774\ud2b8"},"content":{"rendered":"<p>\uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ubc1c\uc804\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubd84\uc57c\uc5d0\uc11c \uc218\ub9ce\uc740 \ud601\uc2e0\uc744 \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. NLP\ub294 \uae30\uacc4\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uae30\uc220\ub85c, \ud14d\uc2a4\ud2b8 \uc694\uc57d, \ubc88\uc5ed, \uac10\uc815 \ubd84\uc11d \ub4f1 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \uc5ec\ub7ec \uc0b0\uc5c5\uc5d0\uc11c \ud65c\uc6a9\ub418\uba70, \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uac1c\uc120\ud558\uace0 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uc218\ud589\ud558\ub294 \ub370 \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uc778\uacf5\uc9c0\ub2a5\uc744 \ud65c\uc6a9\ud55c \ub2e4\uc591\ud55c NLP \uae30\ub2a5\uacfc \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc744 \uc81c\uacf5\ud558\ub294 \uc720\uc6a9\ud55c \uc6f9\uc0ac\uc774\ud2b8\ub4e4\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4.<\/p>\n<h2>1. \ud14d\uc2a4\ud2b8 \uc694\uc57d<\/h2>\n<p>\ud14d\uc2a4\ud2b8 \uc694\uc57d\uc740 \uc8fc\uc5b4\uc9c4 \ud14d\uc2a4\ud2b8\uc758 \uc8fc\uc694 \ub0b4\uc6a9\uc744 \uac04\uacb0\ud558\uac8c \uc804\ub2ec\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774\ub294 \uc815\ubcf4 \uacfc\uc789 \uc2dc\ub300\uc5d0 \uc720\uc6a9\ud558\uac8c \uc4f0\uc774\uba70, \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\uc5d0\uc11c \ud575\uc2ec \uc815\ubcf4\ub97c \uc2e0\uc18d\ud788 \ud30c\uc545\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \ud14d\uc2a4\ud2b8 \uc694\uc57d \ubc29\ubc95\ub860\uc740 \ud06c\uac8c \ub450 \uac00\uc9c0\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4: \ucd94\ucd9c\uc801 \uc694\uc57d(Extractive Summarization)\uacfc \uc0dd\uc131\uc801 \uc694\uc57d(Abstractive Summarization).<\/p>\n<h3>1.1 \ucd94\ucd9c\uc801 \uc694\uc57d<\/h3>\n<p>\ucd94\ucd9c\uc801 \uc694\uc57d\uc740 \uc8fc\uc5b4\uc9c4 \ud14d\uc2a4\ud2b8\uc5d0\uc11c \uc911\uc694\ud55c \ubb38\uc7a5\uc774\ub098 \uad6c\ubb38\uc744 \uc120\ud0dd\ud558\uc5ec \uadf8\ub300\ub85c \uc7ac\uad6c\uc131\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc740 \uc6d0\ub798 \ud14d\uc2a4\ud2b8\uc758 \ubb38\ub9e5\uc744 \uc190\uc0c1\uc2dc\ud0a4\uc9c0 \uc54a\uace0 \uc911\uc694 \uc815\ubcf4\ub97c \ubcf4\uc874\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>1.2 \uc0dd\uc131\uc801 \uc694\uc57d<\/h3>\n<p>\uc0dd\uc131\uc801 \uc694\uc57d\uc740 \ud14d\uc2a4\ud2b8 \ub0b4\uc6a9\uc744 \uc774\ud574\ud558\uace0, \uadf8\uac83\uc744 \uae30\ubc18\uc73c\ub85c \uc0c8\ub85c\uc6b4 \ubb38\uc7a5\uc744 \uc0dd\uc131\ud558\uc5ec \uc694\uc57d\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774\ub294 \ub354 \ub192\uc740 \uc218\uc900\uc758 \uc774\ud574\ub825\uc744 \uc694\uad6c\ud558\uc9c0\ub9cc, \uacb0\uacfc\uc801\uc73c\ub85c \ub354 \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \uc694\uc57d \ubb38\uc7a5\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>1.3 \ud14d\uc2a4\ud2b8 \uc694\uc57d \uc81c\uacf5 \uc0ac\uc774\ud2b8<\/h3>\n<ul>\n<li><strong>OpenAI GPT<\/strong>: OpenAI\uc758 GPT \ubaa8\ub378\uc740 \uc0dd\uc131\uc801 \uc694\uc57d\uc744 \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. <a href=\"https:\/\/openai.com\/blog\/chatgpt\" target=\"_blank\" rel=\"noopener\">OpenAI \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8<\/a>\uc5d0\uc11c API\ub97c \uc774\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>Sumy<\/strong>: Sumy\ub294 Python \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c, \ub2e4\uc591\ud55c \ucd94\ucd9c\uc801 \uc694\uc57d \uae30\ubc95\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc18c\uc2a4 \ucf54\ub4dc\ub294 <a href=\"https:\/\/github.com\/miso-belica\/sumy\" target=\"_blank\" rel=\"noopener\">GitHub \ub9ac\ud3ec\uc9c0\ud1a0\ub9ac<\/a>\uc5d0\uc11c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>2. \ubc88\uc5ed<\/h2>\n<p>\uae30\uacc4 \ubc88\uc5ed\uc740 \ud55c \uc5b8\uc5b4\uc5d0\uc11c \ub2e4\ub978 \uc5b8\uc5b4\ub85c\uc758 \ud14d\uc2a4\ud2b8 \ubcc0\ud658\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uba70, \uc774\ub294 \uae00\ub85c\ubc8c \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uc758 \ud544\uc218 \uc694\uc18c\uc785\ub2c8\ub2e4. \ucd5c\uadfc\uc5d0\ub294 \uc2e0\uacbd\ub9dd \uae30\ubc18\uc758 \uae30\uacc4 \ubc88\uc5ed(NMT) \uae30\uc220\uc774 \ub3c4\uc785\ub418\uc5b4 \ub354\uc6b1 \uc790\uc5f0\uc2a4\ub7fd\uace0 \ub9e4\ub044\ub7ec\uc6b4 \ubc88\uc5ed \uacb0\uacfc\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<h3>2.1 \uc8fc\uc694 \ubc88\uc5ed \uae30\uc220<\/h3>\n<p>NMT(Nerual Machine Translation)\ub294 \uc778\uacf5\uc9c0\ub2a5\uc774 \ud14d\uc2a4\ud2b8\uc758 \uc758\ubbf8\ub97c \uc774\ud574\ud558\uace0, \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \uc790\uc5f0\uc5b4\ub85c \ubc88\uc5ed\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774 \ubc29\uc2dd\uc740 \ubb38\ub9e5\uc744 \uace0\ub824\ud558\uba70, \uc778\uac04 \ubc88\uc5ed\uac00\uc640 \uc720\uc0ac\ud55c \ud488\uc9c8\uc758 \ubc88\uc5ed\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<h3>2.2 \ubc88\uc5ed \uc81c\uacf5 \uc0ac\uc774\ud2b8<\/h3>\n<ul>\n<li><strong>Google Translate<\/strong>: \uad6c\uae00 \ubc88\uc5ed\uc740 \ubc88\uc5ed\uc758 \ucd5c\uc804\uc120\uc5d0 \uc788\ub294 \uc11c\ube44\uc2a4\ub85c, 100\uac1c \uc774\uc0c1\uc758 \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. <a href=\"https:\/\/translate.google.com\" target=\"_blank\" rel=\"noopener\">Google Translate \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8<\/a>\uc5d0\uc11c \uc27d\uac8c \uc774\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>DeepL<\/strong>: DeepL\uc740 \ub6f0\uc5b4\ub09c \ubc88\uc5ed \ud488\uc9c8\ub85c \uc8fc\ubaa9\ubc1b\ub294 \uc11c\ube44\uc2a4\ub85c, \ud2b9\ud788 \uc720\ub7fd \uc5b8\uc5b4\uc5d0 \uac15\uc810\uc744 \ubcf4\uc785\ub2c8\ub2e4. <a href=\"https:\/\/www.deepl.com\" target=\"_blank\" rel=\"noopener\">DeepL \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8<\/a>\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>3. \uac10\uc815 \ubd84\uc11d<\/h2>\n<p>\uac10\uc815 \ubd84\uc11d(Emotion Analysis)\uc740 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uac10\uc815\uc801 \uc0c1\ud0dc\ub098 \uac10\uc131\uc744 \ucd94\ub860\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774\ub294 \uace0\uac1d \ud53c\ub4dc\ubc31, \uc18c\uc15c \ubbf8\ub514\uc5b4 \uac8c\uc2dc\ubb3c \ubc0f \ub9ac\ubdf0 \ub4f1\uc5d0\uc11c \ube44\uc988\ub2c8\uc2a4 \uc778\uc0ac\uc774\ud2b8\ub97c \ub3c4\ucd9c\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<h3>3.1 \uac10\uc815 \ubd84\uc11d\uc758 \ubc29\ubc95<\/h3>\n<p>\uac10\uc815 \ubd84\uc11d\uc740 \uc8fc\ub85c \uae30\uacc4 \ud559\uc2b5 \ubc0f \ub525\ub7ec\ub2dd \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud559\uc2b5\ub429\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \uac01 \ubb38\uc7a5\uc744 \uae0d\uc815, \ubd80\uc815 \ub610\ub294 \uc911\ub9bd\uc73c\ub85c \ubd84\ub958\ud558\ub294 \ubaa8\ub378\uc774 \ud6c8\ub828\ub429\ub2c8\ub2e4. LSTM(Long Short-Term Memory) \ub124\ud2b8\uc6cc\ud06c\uc640 BERT(Bidirectional Encoder Representations from Transformers) \uac19\uc740 \ucd5c\uc2e0 \uae30\ubc95\ub4e4\uc774 \uac10\uc815 \ubd84\uc11d\uc758 \uc815\ud655\ub3c4\ub97c \ub192\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>3.2 \uac10\uc815 \ubd84\uc11d \uc81c\uacf5 \uc0ac\uc774\ud2b8<\/h3>\n<ul>\n<li><strong>IBM Watson Natural Language Understanding<\/strong>: IBM\uc758 Watson NLU\ub294 \uac10\uc815 \ubd84\uc11d\uc744 \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. <a href=\"https:\/\/www.ibm.com\/watson\/natural-language-understanding\" target=\"_blank\" rel=\"noopener\">IBM Watson \uc6f9\uc0ac\uc774\ud2b8<\/a>\uc5d0\uc11c API \uc774\uc6a9\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>TextBlob<\/strong>: TextBlob\uc740 Python \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c \uac04\ub2e8\ud558\uac8c \uac10\uc815 \ubd84\uc11d \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \uc18c\uc2a4 \ucf54\ub4dc\ub294 <a href=\"https:\/\/textblob.readthedocs.io\/en\/dev\/\" target=\"_blank\" rel=\"noopener\">TextBlob \uacf5\uc2dd \ubb38\uc11c<\/a>\uc5d0\uc11c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>4. NLP \uae30\ub2a5 \ud1b5\ud569 \ud50c\ub7ab\ud3fc<\/h2>\n<p>\ub2e4\uc591\ud55c NLP \uae30\ub2a5\uc744 \ud1b5\ud569\ud558\uc5ec \uc81c\uacf5\ud558\ub294 \ud50c\ub7ab\ud3fc\ub4e4\uc740 \ud2b9\ud788 \uae30\uc5c5\uc5d0\uc11c \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\ub4e4\uc740 API\ub97c \ud1b5\ud574 \ud14d\uc2a4\ud2b8 \uc694\uc57d, \ubc88\uc5ed, \uac10\uc815 \ubd84\uc11d \ub4f1\uc758 \uae30\ub2a5\uc744 \uc27d\uac8c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4.<\/p>\n<h3>4.1 \ud1b5\ud569 \ud50c\ub7ab\ud3fc \uc608\uc2dc<\/h3>\n<ul>\n<li><strong>AWS Comprehend<\/strong>: \uc544\ub9c8\uc874 \uc6f9 \uc11c\ube44\uc2a4\uc758 Comprehend\ub294 \ud14d\uc2a4\ud2b8 \ubd84\uc11d\uc744 \uc704\ud55c \uae30\uacc4 \ud559\uc2b5 \uc11c\ube44\uc2a4\ub85c, \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. <a href=\"https:\/\/aws.amazon.com\/comprehend\/\" target=\"_blank\" rel=\"noopener\">AWS Comprehend \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8<\/a>\uc5d0\uc11c \uc790\uc138\ud55c \uc815\ubcf4\ub97c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>Google Cloud Natural Language<\/strong>: \uad6c\uae00 \ud074\ub77c\uc6b0\ub4dc\uc758 Natural Language API\ub294 \ud14d\uc2a4\ud2b8 \ubd84\uc11d, \uac10\uc815 \ubd84\uc11d, \uac1c\uccb4 \uc778\uc2dd \ub4f1 \ub2e4\uc591\ud55c NLP \uae30\ub2a5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. <a href=\"https:\/\/cloud.google.com\/natural-language\" target=\"_blank\" rel=\"noopener\">Google Cloud Natural Language \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8<\/a>\uc5d0\uc11c \uc11c\ube44\uc2a4 \uc0ac\uc6a9\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>5. NLP \uad00\ub828 \uacf5\uac1c \ub370\uc774\ud130\uc14b<\/h2>\n<p>NLP \uc5f0\uad6c\ub97c \uc704\ud55c \uacf5\uac1c \ub370\uc774\ud130\uc14b\uc740 \uc774 \ubd84\uc57c\uc758 \ubc1c\uc804\uc744 \uc704\ud574 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ud14d\uc2a4\ud2b8 \uc694\uc57d, \ubc88\uc5ed, \uac10\uc815 \ubd84\uc11d\uc744 \uc704\ud55c \uc720\uc6a9\ud55c \uacf5\uac1c \ub370\uc774\ud130\uc14b\uc785\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>IMDB \uac10\uc815 \ubd84\uc11d \ub370\uc774\ud130\uc14b<\/strong>: \uc601\ud654 \ub9ac\ubdf0\ub97c \ud3ec\ud568\ud558\uace0 \uc788\uc73c\uba70, \uae0d\uc815 \ubc0f \ubd80\uc815 \uac10\uc815\uc744 \ub77c\ubca8\ub9c1\ud55c \ub370\uc774\ud130\uc14b\uc785\ub2c8\ub2e4. <a href=\"https:\/\/www.kaggle.com\/utathya\/imdb-review-dataset\" target=\"_blank\" rel=\"noopener\">Kaggle IMDB \ub370\uc774\ud130\uc14b<\/a>.<\/li>\n<li><strong>Multi30k \ub370\uc774\ud130\uc14b<\/strong>: \ub2e4\uc591\ud55c \uc5b8\uc5b4\ub85c \uc8fc\uc5b4\uc9c4 \ud14d\uc2a4\ud2b8\uc5d0 \ub300\ud55c \ubc88\uc5ed \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud558\ub294 \ub370\uc774\ud130\uc14b\uc785\ub2c8\ub2e4. <a href=\"http:\/\/www.multi30k.com\/\" target=\"_blank\" rel=\"noopener\">Multi30k \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8<\/a>.<\/li>\n<li><strong>CNN\/Daily Mail \ub370\uc774\ud130\uc14b<\/strong>: \ub274\uc2a4 \uae30\uc0ac\uc5d0 \ub300\ud55c \uc790\ub3d9 \uc694\uc57d \uae30\ub2a5 \uc5f0\uad6c\ub97c \uc704\ud55c \ub370\uc774\ud130\uc14b\uc785\ub2c8\ub2e4. <a href=\"https:\/\/cs.nyu.edu\/~kcho\/misc\/auto_data.html\" target=\"_blank\" rel=\"noopener\">CNN\/Daily Mail Dataset<\/a>.<\/li>\n<\/ul>\n<h2>6. \uacb0\ub860<\/h2>\n<p>\uc778\uacf5\uc9c0\ub2a5 \uae30\uc220\uc758 \ubc1c\uc804\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \ubcc0\ud654\ub97c \uac00\uc838\uc654\uc73c\uba70, \ud14d\uc2a4\ud2b8 \uc694\uc57d, \ubc88\uc5ed, \uac10\uc815 \ubd84\uc11d \ub4f1 \ub2e4\uc591\ud55c \uae30\ub2a5\uc774 \uc2e4\uc0dd\ud65c\uacfc \ube44\uc988\ub2c8\uc2a4\uc5d0\uc11c \uc801\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\ub7ec \ud50c\ub7ab\ud3fc\uacfc API\ub97c \ud1b5\ud574 \uc774\ub7ec\ud55c NLP \uae30\ub2a5\uc744 \uc27d\uac8c \ud65c\uc6a9\ud560 \uc218 \uc788\uc73c\uba70, \uacf5\uac1c \ub370\uc774\ud130\uc14b\uc744 \ud1b5\ud574 \uc5f0\uad6c \ubc0f \uac1c\ubc1c\uc5d0 \ud544\uc694\ud55c \uc790\ub8cc\ub97c \ud655\ubcf4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\uc758 \ubc1c\uc804\uc774 \uae30\ub300\ub418\ub294 \ubd84\uc57c\uc778 \ub9cc\ud07c, \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c\uc640 \uac1c\ubc1c\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub294 \uc6b0\ub9ac \uc0dd\ud65c\uc5d0 \ud070 \ubcc0\ud654\ub97c \uac00\uc838\uc624\uace0 \uc788\uc73c\uba70, \uc774 \uae30\uc220\uc774 \uac00\uc9c4 \uac00\ub2a5\uc131\uc740 \ubb34\uad81\ubb34\uc9c4\ud569\ub2c8\ub2e4. NLP\uc758 \ubc1c\uc804\uc744 \ud1b5\ud574 \uc6b0\ub9ac\ub294 \ub354\uc6b1 \ud6a8\uc728\uc801\uc774\uace0 \ud6a8\uacfc\uc801\uc778 \uc18c\ud1b5\uc744 \uae30\ub300\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ubc1c\uc804\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubd84\uc57c\uc5d0\uc11c \uc218\ub9ce\uc740 \ud601\uc2e0\uc744 \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. NLP\ub294 \uae30\uacc4\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \uae30\uc220\ub85c, \ud14d\uc2a4\ud2b8 \uc694\uc57d, \ubc88\uc5ed, \uac10\uc815 \ubd84\uc11d \ub4f1 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \uc5ec\ub7ec \uc0b0\uc5c5\uc5d0\uc11c \ud65c\uc6a9\ub418\uba70, \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uac1c\uc120\ud558\uace0 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uc218\ud589\ud558\ub294 \ub370 \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uc778\uacf5\uc9c0\ub2a5\uc744 \ud65c\uc6a9\ud55c \ub2e4\uc591\ud55c NLP \uae30\ub2a5\uacfc \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc744 \uc81c\uacf5\ud558\ub294 \uc720\uc6a9\ud55c \uc6f9\uc0ac\uc774\ud2b8\ub4e4\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4. &hellip; <a href=\"https:\/\/atmokpo.com\/w\/40063\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \ud14d\uc2a4\ud2b8 \uc694\uc57d, \ubc88\uc5ed, \uac10\uc815 \ubd84\uc11d \ub4f1 \ub2e4\uc591\ud55c NLP \uae30\ub2a5 \uc81c\uacf5 \uc0ac\uc774\ud2b8&#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":[205],"tags":[],"class_list":["post-40063","post","type-post","status-publish","format-standard","hentry","category-205"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \ud14d\uc2a4\ud2b8 \uc694\uc57d, \ubc88\uc5ed, \uac10\uc815 \ubd84\uc11d \ub4f1 \ub2e4\uc591\ud55c NLP \uae30\ub2a5 \uc81c\uacf5 \uc0ac\uc774\ud2b8 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/40063\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uc778\uacf5\uc9c0\ub2a5 \ud65c\uc6a9, \ud14d\uc2a4\ud2b8 \uc694\uc57d, \ubc88\uc5ed, \uac10\uc815 \ubd84\uc11d \ub4f1 \ub2e4\uc591\ud55c NLP \uae30\ub2a5 \uc81c\uacf5 \uc0ac\uc774\ud2b8 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ubc1c\uc804\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubd84\uc57c\uc5d0\uc11c \uc218\ub9ce\uc740 \ud601\uc2e0\uc744 \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. 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