{"id":222,"date":"2024-12-17T16:51:45","date_gmt":"2024-12-17T07:51:45","guid":{"rendered":"https:\/\/devmelody.com\/?p=222"},"modified":"2025-06-24T06:01:04","modified_gmt":"2025-06-23T21:01:04","slug":"%ec%9e%90%ec%97%b0%ec%96%b4-%ec%b2%98%eb%a6%acnlp%ec%9d%98-%ec%84%b8%ea%b3%84-%ea%b8%b0%ec%b4%88%eb%b6%80%ed%84%b0-%ec%b5%9c%ec%8b%a0-%ea%b8%b0%ec%88%a0","status":"publish","type":"post","link":"https:\/\/devmelody.com\/?p=222","title":{"rendered":"\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \uc138\uacc4: \uae30\ucd08\ubd80\ud130 \ucd5c\uc2e0 \uae30\uc220"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\uc790\uc5f0\uc5b4 \ucc98\ub9ac(<strong>NLP<\/strong>)(<strong>Natural Language Processing<\/strong>)\uc758 \uae30\ucd08 \uac1c\ub150\ubd80\ud130 \ucd5c\uc2e0 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uae4c\uc9c0 \uc0c1\uc138\ud788 \uc54c\uc544\ubd05\ub2c8\ub2e4. Word2Vec, BERT, GPT \ub4f1 \ud575\uc2ec \uae30\uc220\uc758 \uc791\ub3d9 \uc6d0\ub9ac\uc640 \uc2e4\uc81c \ud65c\uc6a9 \uc0ac\ub840\ub97c \ud1b5\ud574 AI\uc758 \uc5b8\uc5b4 \uc774\ud574 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ubc29\ubc95\uc744 \uc790\uc138\ud788 \uc124\uba85\ud569\ub2c8\ub2e4. \ud2b9\ud788 \ud55c\uad6d\uc5b4 \ucc98\ub9ac\ub97c \uc704\ud55c \ud2b9\ud654 \uae30\uc220\uacfc \ucd5c\uc2e0 \uac1c\ubc1c \ub3d9\ud5a5\uc744 \ud3ec\ud568\ud55c \uc644\ubcbd \uac00\uc774\ub4dc.<\/p>\n\n\n<div class=\"gb-container gb-container-62324f79\">\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_86 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\ubaa9\ucc28<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\ubaa9\ucc28 \ud1a0\uae00\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/devmelody.com\/?p=222\/#ChatGPT_%EC%8B%9C%EB%8C%80%EC%9D%98_NLP_%EA%B8%B0%EC%88%A0_%EA%B8%B0%EB%B3%B8_%EC%9B%90%EB%A6%AC%EB%B6%80%ED%84%B0_%EC%8B%A4%EB%AC%B4_%ED%99%9C%EC%9A%A9%EA%B9%8C%EC%A7%80\" >ChatGPT \uc2dc\ub300\uc758 NLP \uae30\uc220: \uae30\ubcf8 \uc6d0\ub9ac\ubd80\ud130 \uc2e4\ubb34 \ud65c\uc6a9\uae4c\uc9c0<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/devmelody.com\/?p=222\/#NLP%EC%9D%98_%EA%B8%B0%EB%B3%B8_%EA%B0%9C%EB%85%90\" >NLP\uc758 \uae30\ubcf8 \uac1c\ub150<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/devmelody.com\/?p=222\/#NLP%EC%9D%98_%EC%A3%BC%EC%9A%94_%EB%AA%A9%ED%91%9C\" >NLP\uc758 \uc8fc\uc694 \ubaa9\ud45c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/devmelody.com\/?p=222\/#NLP%EC%9D%98_%EC%8B%A4%EC%A0%9C_%ED%99%9C%EC%9A%A9_%EC%82%AC%EB%A1%80\" >NLP\uc758 \uc2e4\uc81c \ud65c\uc6a9 \uc0ac\ub840<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/devmelody.com\/?p=222\/#1_NLP%EC%9D%98_%EA%B8%B0%EB%B3%B8_%EC%9B%90%EB%A6%AC%EC%99%80_%EB%B0%9C%EC%A0%84_%EA%B3%BC%EC%A0%95\" >1. NLP\uc758 \uae30\ubcf8 \uc6d0\ub9ac\uc640 \ubc1c\uc804 \uacfc\uc815<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/devmelody.com\/?p=222\/#%EC%9E%90%EC%97%B0%EC%96%B4_%EC%B2%98%EB%A6%AC%EC%9D%98_%EA%B8%B0%EC%B4%88_%ED%85%8D%EC%8A%A4%ED%8A%B8_%EC%A0%84%EC%B2%98%EB%A6%AC%EC%99%80_%ED%98%95%ED%83%9C%EC%86%8C_%EB%B6%84%EC%84%9D\" >\uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ucd08: \ud14d\uc2a4\ud2b8 \uc804\ucc98\ub9ac\uc640 \ud615\ud0dc\uc18c \ubd84\uc11d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/devmelody.com\/?p=222\/#%EC%9E%84%EB%B2%A0%EB%94%A9_%EA%B8%B0%EC%88%A0%EC%9D%98_%ED%98%81%EC%8B%A0_Word2Vec%EC%97%90%EC%84%9C_BERT%EA%B9%8C%EC%A7%80\" >\uc784\ubca0\ub529 \uae30\uc220\uc758 \ud601\uc2e0: Word2Vec\uc5d0\uc11c BERT\uae4c\uc9c0<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/devmelody.com\/?p=222\/#2%ED%8A%B8%EB%9E%9C%EC%8A%A4%ED%8F%AC%EB%A8%B8%EC%99%80_%EC%96%B4%ED%85%90%EC%85%98_%EB%A9%94%EC%BB%A4%EB%8B%88%EC%A6%98%EC%9D%98_%EB%93%B1%EC%9E%A5\" >2.\ud2b8\ub79c\uc2a4\ud3ec\uba38\uc640 \uc5b4\ud150\uc158 \uba54\ucee4\ub2c8\uc998\uc758 \ub4f1\uc7a5<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/devmelody.com\/?p=222\/#%ED%8A%B8%EB%9E%9C%EC%8A%A4%ED%8F%AC%EB%A8%B8%EC%9D%98_%EA%B0%9C%EB%85%90%EA%B3%BC_%EB%B0%B0%EA%B2%BD\" >\ud2b8\ub79c\uc2a4\ud3ec\uba38\uc758 \uac1c\ub150\uacfc \ubc30\uacbd<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/devmelody.com\/?p=222\/#3_%EC%B5%9C%EC%8B%A0_NLP_%EA%B8%B0%EC%88%A0%EC%9D%98_%EC%8B%A4%EC%A0%9C_%EC%9D%91%EC%9A%A9_%EC%82%AC%EB%A1%80\" >3. \ucd5c\uc2e0 NLP \uae30\uc220\uc758 \uc2e4\uc81c \uc751\uc6a9 \uc0ac\ub840<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/devmelody.com\/?p=222\/#1_%EC%B1%97%EB%B4%87%EA%B3%BC_%EA%B0%80%EC%83%81_%EB%B9%84%EC%84%9C\" >1. \ucc57\ubd07\uacfc \uac00\uc0c1 \ube44\uc11c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/devmelody.com\/?p=222\/#2_%EA%B8%B0%EA%B3%84_%EB%B2%88%EC%97%AD\" >2. \uae30\uacc4 \ubc88\uc5ed<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/devmelody.com\/?p=222\/#3_%EA%B0%90%EC%84%B1_%EB%B6%84%EC%84%9D\" >3. \uac10\uc131 \ubd84\uc11d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/devmelody.com\/?p=222\/#4_%ED%97%AC%EC%8A%A4%EC%BC%80%EC%96%B4\" >4. \ud5ec\uc2a4\ucf00\uc5b4<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/devmelody.com\/?p=222\/#5_%EC%9E%90%EB%8F%99_%EC%9A%94%EC%95%BD\" >5. \uc790\ub3d9 \uc694\uc57d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/devmelody.com\/?p=222\/#6_%EA%B2%80%EC%83%89_%EC%97%94%EC%A7%84_%EC%B5%9C%EC%A0%81%ED%99%94\" >6. \uac80\uc0c9 \uc5d4\uc9c4 \ucd5c\uc801\ud654<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/devmelody.com\/?p=222\/#7_%EA%B5%90%EC%9C%A1\" >7. \uad50\uc721<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/devmelody.com\/?p=222\/#NLP_%EC%9D%91%EC%9A%A9_%EB%B6%84%EC%95%BC%EB%B3%84_%EB%B9%84%EC%A4%91\" >NLP \uc751\uc6a9 \ubd84\uc57c\ubcc4 \ube44\uc911<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/devmelody.com\/?p=222\/#%EC%B5%9C%EC%8B%A0_%EA%B8%B0%EC%88%A0_%EB%8F%99%ED%96%A5\" >\ucd5c\uc2e0 \uae30\uc220 \ub3d9\ud5a5<\/a><ul class='ez-toc-list-level-5' ><li class='ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/devmelody.com\/?p=222\/#1_%EC%B4%88%EA%B1%B0%EB%8C%80_%EC%96%B8%EC%96%B4_%EB%AA%A8%EB%8D%B8\" >1. \ucd08\uac70\ub300 \uc5b8\uc5b4 \ubaa8\ub378<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/devmelody.com\/?p=222\/#2_%EB%A9%80%ED%8B%B0%EB%AA%A8%EB%8B%AC_NLP\" >2. \uba40\ud2f0\ubaa8\ub2ec NLP<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/devmelody.com\/?p=222\/#3_%EC%8B%A4%EC%8B%9C%EA%B0%84_%EB%8D%B0%EC%9D%B4%ED%84%B0_%EC%B2%98%EB%A6%AC\" >3. \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/devmelody.com\/?p=222\/#4_%EC%9C%A4%EB%A6%AC%EC%A0%81_AI%EC%99%80_%EB%8D%B0%EC%9D%B4%ED%84%B0_%ED%8E%B8%ED%96%A5_%EB%AC%B8%EC%A0%9C_%ED%95%B4%EA%B2%B0\" >4. \uc724\ub9ac\uc801 AI\uc640 \ub370\uc774\ud130 \ud3b8\ud5a5 \ubb38\uc81c \ud574\uacb0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-5'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/devmelody.com\/?p=222\/#%EB%AF%B8%EB%9E%98_%EC%A0%84%EB%A7%9D\" >\ubbf8\ub798 \uc804\ub9dd<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/devmelody.com\/?p=222\/#%EB%A7%88%EB%AC%B4%EB%A6%AC\" >\ub9c8\ubb34\ub9ac<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"gb-headline gb-headline-f680cb7f\"><span class=\"ez-toc-section\" id=\"ChatGPT_%EC%8B%9C%EB%8C%80%EC%9D%98_NLP_%EA%B8%B0%EC%88%A0_%EA%B8%B0%EB%B3%B8_%EC%9B%90%EB%A6%AC%EB%B6%80%ED%84%B0_%EC%8B%A4%EB%AC%B4_%ED%99%9C%EC%9A%A9%EA%B9%8C%EC%A7%80\"><\/span><span class=\"gb-icon\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg><\/span><span class=\"gb-headline-text\"><strong>ChatGPT \uc2dc\ub300\uc758 NLP \uae30\uc220: \uae30\ubcf8 \uc6d0\ub9ac\ubd80\ud130 \uc2e4\ubb34 \ud65c\uc6a9\uae4c\uc9c0<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uc778\uacf5\uc9c0\ub2a5\uc758 \ud575\uc2ec \ubd84\uc57c\ub85c \uc790\ub9ac\uc7a1\uc558\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 ChatGPT\uc640 \uac19\uc740 \ub300\ud654\ud615 AI\uc758 \ub4f1\uc7a5\uc73c\ub85c, NLP \uae30\uc220\uc740 \uc6b0\ub9ac\uc758 \uc77c\uc0c1\uc0dd\ud65c\uc5d0 \uae4a\uc219\uc774 \ud30c\uace0\ub4e4\uc5c8\uc8e0. \ud558\uc9c0\ub9cc \ub9ce\uc740 \ubd84\ub4e4\uc774 NLP\uc758 \uae30\ubcf8 \uc6d0\ub9ac\uc640 \ubc1c\uc804 \uacfc\uc815\uc744 \uc81c\ub300\ub85c \uc774\ud574\ud558\uc9c0 \ubabb\ud55c \ucc44 \uc0ac\uc6a9\ud558\uace0 \uacc4\uc2e0\ub370\uc694. \uc624\ub298\uc740 NLP\uc758 \uae30\ucd08\ubd80\ud130 \ucd5c\uc2e0 \uae30\uc220\uae4c\uc9c0, \uc2e4\uc81c \ud65c\uc6a9 \uc0ac\ub840\ub97c \uc911\uc2ec\uc73c\ub85c \uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<div class=\"wp-block-cover\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"751\" class=\"wp-block-cover__image-background wp-image-101\" alt=\"\ubbf8\ub2c8pc \uc378\ub124\uc77c\" src=\"https:\/\/devmelody.com\/wp-content\/uploads\/2024\/05\/arvind-menon-bPhQMM5yNNA-unsplash-1024x751.jpg\" data-object-fit=\"cover\" srcset=\"https:\/\/devmelody.com\/wp-content\/uploads\/2024\/05\/arvind-menon-bPhQMM5yNNA-unsplash-1024x751.jpg 1024w, https:\/\/devmelody.com\/wp-content\/uploads\/2024\/05\/arvind-menon-bPhQMM5yNNA-unsplash-300x220.jpg 300w, https:\/\/devmelody.com\/wp-content\/uploads\/2024\/05\/arvind-menon-bPhQMM5yNNA-unsplash-768x563.jpg 768w, https:\/\/devmelody.com\/wp-content\/uploads\/2024\/05\/arvind-menon-bPhQMM5yNNA-unsplash-1536x1126.jpg 1536w, https:\/\/devmelody.com\/wp-content\/uploads\/2024\/05\/arvind-menon-bPhQMM5yNNA-unsplash-2048x1502.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<p class=\"has-text-align-center has-large-font-size wp-block-paragraph\"><strong>AI<strong>\uc2dc\ub300\uc758 NLP \uae30\uc220<\/strong><\/strong><\/p>\n<\/div><\/div>\n\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n<div class='code-block code-block-1' style='margin: 8px 0; clear: both;'>\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-8669337553475169\"\n     crossorigin=\"anonymous\"><\/script>\n<!-- \uc6cc\ub4dc\uc911\uac04\uad11\uace0devmel -->\n<ins class=\"adsbygoogle\"\n     style=\"display:block\"\n     data-ad-client=\"ca-pub-8669337553475169\"\n     data-ad-slot=\"7123847908\"\n     data-ad-format=\"auto\"\n     data-full-width-responsive=\"true\"><\/ins>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script><\/div>\n\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n<div class=\"gb-container gb-container-52f016f6\">\n\n<h3 class=\"gb-headline gb-headline-d9134ecc\"><span class=\"ez-toc-section\" id=\"NLP%EC%9D%98_%EA%B8%B0%EB%B3%B8_%EA%B0%9C%EB%85%90\"><\/span><span class=\"gb-icon\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span><span class=\"gb-headline-text\"><strong>NLP\uc758 \uae30\ubcf8 \uac1c\ub150<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP, Natural Language Processing)\ub294 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ud575\uc2ec \ubd84\uc57c\ub85c, \uc778\uac04\uc774 \uc0ac\uc6a9\ud558\ub294 \uc790\uc5f0\uc5b4\ub97c \ucef4\ud4e8\ud130\uac00 \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774\ub294 \uc5b8\uc5b4\uc758 \uc758\ubbf8\ub97c \ud574\uc11d\ud558\uace0, \ud14d\uc2a4\ud2b8\ub098 \uc74c\uc131\uc744 \uae30\ubc18\uc73c\ub85c \uc758\uc0ac\uc18c\ud1b5\ud558\uac70\ub098 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ub370 \ucd08\uc810\uc744 \ub9de\ucda5\ub2c8\ub2e4. NLP\ub294 \uc5b8\uc5b4\ud559, \ucef4\ud4e8\ud130 \uacfc\ud559, \ub370\uc774\ud130 \uacfc\ud559\uc774 \uacb0\ud569\ub41c \ud559\ubb38\uc73c\ub85c, \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uae30\uacc4\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998\uacfc \ubaa8\ub378\uc744 \ud65c\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"NLP%EC%9D%98_%EC%A3%BC%EC%9A%94_%EB%AA%A9%ED%91%9C\"><\/span><strong>NLP\uc758 \uc8fc\uc694 \ubaa9\ud45c<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc5b8\uc5b4 \uc774\ud574<\/strong>: \ud14d\uc2a4\ud2b8\ub098 \uc74c\uc131 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud574 \uadf8 \uc758\ubbf8\ub97c \uc815\ud655\ud788 \ud30c\uc545.<\/li>\n\n\n\n<li><strong>\uc5b8\uc5b4 \uc0dd\uc131<\/strong>: \uc0ac\ub78c\uc774 \uc791\uc131\ud55c \uac83\ucc98\ub7fc \uc790\uc5f0\uc2a4\ub7fd\uace0 \ubb38\ub9e5\uc5d0 \ub9de\ub294 \ud14d\uc2a4\ud2b8 \uc0dd\uc131.<\/li>\n\n\n\n<li><strong>\uc815\ubcf4 \ucd94\ucd9c \ubc0f \uc694\uc57d<\/strong>: \ubc29\ub300\ud55c \ub370\uc774\ud130\uc5d0\uc11c \ud575\uc2ec \uc815\ubcf4\ub97c \ucd94\ucd9c\ud558\uac70\ub098 \uc694\uc57d.<\/li>\n\n\n\n<li><strong>\ubc88\uc5ed \ubc0f \ub300\ud654<\/strong>: \ub2e4\uad6d\uc5b4 \ubc88\uc5ed\uacfc \ub300\ud654\ud615 AI \uac1c\ubc1c.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"NLP%EC%9D%98_%EC%8B%A4%EC%A0%9C_%ED%99%9C%EC%9A%A9_%EC%82%AC%EB%A1%80\"><\/span><strong>NLP\uc758 \uc2e4\uc81c \ud65c\uc6a9 \uc0ac\ub840<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ucc57\ubd07\uacfc \uac00\uc0c1 \ube44\uc11c<\/strong>: \uace0\uac1d \uc11c\ube44\uc2a4 \ubc0f \uac1c\uc778 \ube44\uc11c \uc5ed\ud560 \uc218\ud589(Siri, Alexa \ub4f1).<\/li>\n\n\n\n<li><strong>\uae30\uacc4 \ubc88\uc5ed<\/strong>: Google Translate\uc640 \uac19\uc740 \uc2e4\uc2dc\uac04 \ubc88\uc5ed \uc11c\ube44\uc2a4 \uc81c\uacf5.<\/li>\n\n\n\n<li><strong>\uac10\uc131 \ubd84\uc11d<\/strong>: \uc18c\uc15c \ubbf8\ub514\uc5b4\ub098 \ub9ac\ubdf0 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud574 \uc18c\ube44\uc790 \uac10\uc815\uc744 \ud30c\uc545.<\/li>\n\n\n\n<li><strong>\ud5ec\uc2a4\ucf00\uc5b4<\/strong>: \uc758\ub8cc \uae30\ub85d \ubd84\uc11d \ubc0f \uc9c8\ubcd1 \uc608\uce21 \uc9c0\uc6d0.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"gb-headline gb-headline-2b01004c\"><span class=\"ez-toc-section\" id=\"1_NLP%EC%9D%98_%EA%B8%B0%EB%B3%B8_%EC%9B%90%EB%A6%AC%EC%99%80_%EB%B0%9C%EC%A0%84_%EA%B3%BC%EC%A0%95\"><\/span><span class=\"gb-icon\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span><span class=\"gb-headline-text\"><strong>1. NLP\uc758 \uae30\ubcf8 \uc6d0\ub9ac\uc640 \ubc1c\uc804 \uacfc\uc815<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EC%9E%90%EC%97%B0%EC%96%B4_%EC%B2%98%EB%A6%AC%EC%9D%98_%EA%B8%B0%EC%B4%88_%ED%85%8D%EC%8A%A4%ED%8A%B8_%EC%A0%84%EC%B2%98%EB%A6%AC%EC%99%80_%ED%98%95%ED%83%9C%EC%86%8C_%EB%B6%84%EC%84%9D\"><\/span><strong>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ucd08: \ud14d\uc2a4\ud2b8 \uc804\ucc98\ub9ac\uc640 \ud615\ud0dc\uc18c \ubd84\uc11d<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ub2e4\ub8e8\uae30 \uc704\ud574\uc11c\ub294 \uba3c\uc800 &#8216;\uc804\ucc98\ub9ac&#8217; \uacfc\uc815\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ubb38\uc7a5\uc744 \uc758\ubbf8 \uc788\ub294 \ub2e8\uc704\ub85c \ub098\ub204\uace0, \ubd88\ud544\uc694\ud55c \uae30\ud638\ub098 \uacf5\ubc31\uc744 \uc81c\uac70\ud558\ub294 \uc791\uc5c5\uc774\uc8e0. \ud55c\uad6d\uc5b4\uc758 \uacbd\uc6b0 \ud2b9\ud788 \ubcf5\uc7a1\ud55c \ubb38\ubc95 \uad6c\uc870 \ub54c\ubb38\uc5d0 \ud615\ud0dc\uc18c \ubd84\uc11d\uc774 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. &#8216;\ub098\ub294 \ud559\uad50\uc5d0 \uac14\ub2e4&#8217;\ub77c\ub294 \ubb38\uc7a5\uc744 \uc608\ub85c \ub4e4\uba74, &#8216;\ub098\/\ub294\/\ud559\uad50\/\uc5d0\/\uac00\/\uc558\/\ub2e4&#8217;\uc640 \uac19\uc774 \ucd5c\uc18c \uc758\ubbf8 \ub2e8\uc704\ub85c \ubd84\ub9ac\ud558\ub294 \uacfc\uc815\uc774 \ud544\uc694\ud558\uc8e0.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud615\ud0dc\uc18c \ubd84\uc11d\uae30\uc220\uc740 \uafb8\uc900\ud788 \ubc1c\uc804\ud574\uc654\ub294\ub370\uc694. \ucd08\uae30\uc5d0\ub294 \uaddc\uce59 \uae30\ubc18\uc73c\ub85c \uc2dc\uc791\ud588\uc9c0\ub9cc, \ud604\uc7ac\ub294 \ub525\ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud574 \ub354\uc6b1 \uc815\ud655\ud55c \ubd84\uc11d\uc774 \uac00\ub2a5\ud574\uc84c\uc2b5\ub2c8\ub2e4. KoNLPy, Mecab\uacfc \uac19\uc740 \ud55c\uad6d\uc5b4 \ud615\ud0dc\uc18c \ubd84\uc11d\uae30\ub4e4\uc774 \ub300\ud45c\uc801\uc778 \uc608\uc2dc\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uae30 \uc704\ud55c \uccab \ub2e8\uacc4\ub294 &#8216;\uc804\ucc98\ub9ac&#8217; \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774\ub294 \ub9c8\uce58 \uc694\ub9ac\ub97c \ud558\uae30 \uc804 \uc7ac\ub8cc\ub97c \uc190\uc9c8\ud558\ub294 \uac83\uacfc \uac19\uc740\ub370\uc694. \uad6c\uccb4\uc801\uc73c\ub85c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uacfc\uc815\uc744 \uac70\uce69\ub2c8\ub2e4:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\ud1a0\ud070\ud654(Tokenization)<\/strong>\n<ul class=\"wp-block-list\">\n<li>\ubb38\uc7a5\uc744 \uc758\ubbf8 \uc788\ub294 \ub2e8\uc704\ub85c \ubd84\ub9ac<\/li>\n\n\n\n<li>\ud55c\uad6d\uc5b4\uc758 \uacbd\uc6b0: &#8216;\ub098\ub294 \ud559\uad50\uc5d0 \uac14\ub2e4&#8217; \u2192 &#8216;\ub098\/\ub294\/\ud559\uad50\/\uc5d0\/\uac00\/\uc558\/\ub2e4&#8217;<\/li>\n\n\n\n<li>\uc601\uc5b4\uc758 \uacbd\uc6b0: &#8220;I am going to school&#8221; \u2192 &#8220;I\/am\/going\/to\/school&#8221;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\uc815\uaddc\ud654(Normalization)<\/strong>\n<ul class=\"wp-block-list\">\n<li>\ubd88\ud544\uc694\ud55c \ud2b9\uc218\ubb38\uc790 \uc81c\uac70<\/li>\n\n\n\n<li>\ub300\uc18c\ubb38\uc790 \ud1b5\uc77c<\/li>\n\n\n\n<li>\ub744\uc5b4\uc4f0\uae30 \ubcf4\uc815<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud488\uc0ac \ud0dc\uae45(POS Tagging)<\/strong>\n<ul class=\"wp-block-list\">\n<li>\uac01 \ub2e8\uc5b4\uc758 \ud488\uc0ac \uc815\ubcf4 \ubd80\uc5ec<\/li>\n\n\n\n<li>\uc608: &#8216;\ub098(\ub300\uba85\uc0ac)\/\ub294(\uc870\uc0ac)\/\ud559\uad50(\uba85\uc0ac)\/\uc5d0(\uc870\uc0ac)\/\uac14\ub2e4(\ub3d9\uc0ac)&#8217;<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EC%9E%84%EB%B2%A0%EB%94%A9_%EA%B8%B0%EC%88%A0%EC%9D%98_%ED%98%81%EC%8B%A0_Word2Vec%EC%97%90%EC%84%9C_BERT%EA%B9%8C%EC%A7%80\"><\/span><strong>\uc784\ubca0\ub529 \uae30\uc220\uc758 \ud601\uc2e0: Word2Vec\uc5d0\uc11c BERT\uae4c\uc9c0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\ub2e8\uc5b4\uc758 \uc758\ubbf8\ub97c \ucef4\ud4e8\ud130\uac00 \uc774\ud574\ud560 \uc218 \uc788\ub294 \uc22b\uc790 \ubca1\ud130\ub85c \ubcc0\ud658\ud558\ub294 &#8216;\uc784\ubca0\ub529&#8217; \uae30\uc220\uc740 NLP\uc758 \ud575\uc2ec\uc785\ub2c8\ub2e4. 2013\ub144 \uad6c\uae00\uc774 \ubc1c\ud45c\ud55c Word2Vec\uc740 \ud68d\uae30\uc801\uc778 \uc804\ud658\uc810\uc774 \ub418\uc5c8\ub294\ub370\uc694. &#8216;\uc655 &#8211; \ub0a8\uc790 + \uc5ec\uc790 = \uc5ec\uc655&#8217;\uacfc \uac19\uc740 \ub2e8\uc5b4 \uac04\uc758 \uc758\ubbf8\uc801 \uad00\uacc4\ub97c \ubca1\ud130 \uc5f0\uc0b0\uc73c\ub85c \ud45c\ud604\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc8e0.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ud6c4 \ub4f1\uc7a5\ud55c BERT(Bidirectional Encoder Representations from Transformers)\ub294 \ub354 \ud070 \ud601\uc2e0\uc744 \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. \ubb38\ub9e5\uc744 \uc591\ubc29\ud5a5\uc73c\ub85c \uc774\ud574\ud558\uba74\uc11c, \uac19\uc740 \ub2e8\uc5b4\ub77c\ub3c4 \ubb38\ub9e5\uc5d0 \ub530\ub77c \ub2e4\ub978 \uc758\ubbf8\ub97c \uac00\uc9c8 \uc218 \uc788\ub2e4\ub294 \uc810\uc744 \ud559\uc2b5\ud560 \uc218 \uc788\uac8c \ub41c \uac83\uc774\uc8e0. &#8216;\ubc30\uac00 \uc544\ud504\ub2e4&#8217;\uc640 &#8216;\ubc30\ub97c \ud0c0\ub2e4&#8217;\uc5d0\uc11c &#8216;\ubc30&#8217;\uc758 \uc758\ubbf8\uac00 \ub2e4\ub974\ub2e4\ub294 \uac83\uc744 \uc774\ud574\ud560 \uc218 \uc788\uac8c \ub41c \uac81\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub2e8\uc5b4\ub97c \ucef4\ud4e8\ud130\uac00 \uc774\ud574\ud560 \uc218 \uc788\ub294 \uc22b\uc790 \ubca1\ud130\ub85c \ubcc0\ud658\ud558\ub294 \uacfc\uc815\uc744 &#8216;\uc784\ubca0\ub529&#8217;\uc774\ub77c\uace0 \ud569\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \ub2e4\uc74c\uacfc \uac19\uc774 \ubc1c\uc804\ud574\uc654\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Word2Vec (2013)<\/strong>\n<ul class=\"wp-block-list\">\n<li>\uad6c\uae00\uc774 \uac1c\ubc1c\ud55c \ud601\uc2e0\uc801\uc778 \ub2e8\uc5b4 \uc784\ubca0\ub529 \uae30\uc220<\/li>\n\n\n\n<li>\ub2e8\uc5b4 \uac04\uc758 \uc758\ubbf8\uc801 \uad00\uacc4\ub97c \ubca1\ud130 \uc5f0\uc0b0\uc73c\ub85c \ud45c\ud604<\/li>\n\n\n\n<li>\uc608: &#8216;\uc655 &#8211; \ub0a8\uc790 + \uc5ec\uc790 = \uc5ec\uc655&#8217;\uacfc \uac19\uc740 \uc720\ucd94\uac00 \uac00\ub2a5<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>GloVe (2014)<\/strong>\n<ul class=\"wp-block-list\">\n<li>\uc2a4\ud0e0\ud3ec\ub4dc \ub300\ud559\uc5d0\uc11c \uac1c\ubc1c<\/li>\n\n\n\n<li>\uc804\uccb4 \ub9d0\ubb49\uce58\uc758 \ud1b5\uacc4 \uc815\ubcf4\ub97c \ud65c\uc6a9<\/li>\n\n\n\n<li>Word2Vec\ubcf4\ub2e4 \ub354 \ud48d\ubd80\ud55c \uc758\ubbf8 \uad00\uacc4 \ud3ec\ucc29<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>BERT (2018)<\/strong>\n<ul class=\"wp-block-list\">\n<li>\uad6c\uae00\uc774 \uac1c\ubc1c\ud55c \uc591\ubc29\ud5a5 \uc778\ucf54\ub354<\/li>\n\n\n\n<li>\ubb38\ub9e5\uc744 \uace0\ub824\ud55c \ub3d9\uc801 \uc784\ubca0\ub529 \uc0dd\uc131<\/li>\n\n\n\n<li>\ub3d9\uc74c\uc774\uc758\uc5b4 \uad6c\ubd84 \uac00\ub2a5 (\uc608: &#8216;\ubc30&#8217;\uac00 \uacfc\uc77c\uc778\uc9c0, \uc6b4\uc1a1\uc218\ub2e8\uc778\uc9c0 \uad6c\ubd84)<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"gb-headline gb-headline-b808498c\"><span class=\"ez-toc-section\" id=\"2%ED%8A%B8%EB%9E%9C%EC%8A%A4%ED%8F%AC%EB%A8%B8%EC%99%80_%EC%96%B4%ED%85%90%EC%85%98_%EB%A9%94%EC%BB%A4%EB%8B%88%EC%A6%98%EC%9D%98_%EB%93%B1%EC%9E%A5\"><\/span><span class=\"gb-icon\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span><span class=\"gb-headline-text\"><strong>2.\ud2b8\ub79c\uc2a4\ud3ec\uba38\uc640 \uc5b4\ud150\uc158 \uba54\ucee4\ub2c8\uc998\uc758 \ub4f1\uc7a5<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">2017\ub144 \uad6c\uae00\uc774 \ubc1c\ud45c\ud55c &#8216;\ud2b8\ub79c\uc2a4\ud3ec\uba38&#8217; \uad6c\uc870\ub294 NLP \uc5ed\uc0ac\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \ud601\uc2e0 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uae30\uc874\uc758 \uc21c\ucc28\uc801 \ucc98\ub9ac \ubc29\uc2dd\uc5d0\uc11c \ubc97\uc5b4\ub098, \ubb38\uc7a5 \ub0b4 \ubaa8\ub4e0 \ub2e8\uc5b4\ub4e4 \uac04\uc758 \uad00\uacc4\ub97c \ud55c \ubc88\uc5d0 \uace0\ub824\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc8e0. \ud2b9\ud788 &#8216;\uc5b4\ud150\uc158 \uba54\ucee4\ub2c8\uc998&#8217;\uc740 \ubb38\uc7a5\uc5d0\uc11c \uc911\uc694\ud55c \ubd80\ubd84\uc5d0 \ub354 \uc9d1\uc911\ud560 \uc218 \uc788\uac8c \ud574\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%ED%8A%B8%EB%9E%9C%EC%8A%A4%ED%8F%AC%EB%A8%B8%EC%9D%98_%EA%B0%9C%EB%85%90%EA%B3%BC_%EB%B0%B0%EA%B2%BD\"><\/span><strong>\ud2b8\ub79c\uc2a4\ud3ec\uba38\uc758 \uac1c\ub150\uacfc \ubc30\uacbd<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\ud2b8\ub79c\uc2a4\ud3ec\uba38\ub294 \uc785\ub825&nbsp;\ub370\uc774\ud130(\uc608: \ubb38\uc7a5)\ub97c \uc2dc\ud000\uc2a4 \ud615\ud0dc\ub85c \ubc1b\uc544\ub4e4\uc5ec \uc774\ub97c&nbsp;\ub2e4\ub978 \uc2dc\ud000\uc2a4\ub85c \ubcc0\ud658\ud558\ub294 \ub525\ub7ec\ub2dd \ubaa8\ub378\uc785\ub2c8\ub2e4. \uae30\uc874 RNN\uc774\ub098 LSTM \ubaa8\ub378\uc740 \uc21c\ucc28\uc801\uc73c\ub85c \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud588\uc9c0\ub9cc, \ud2b8\ub79c\uc2a4\ud3ec\uba38\ub294&nbsp;<strong>\uc5b4\ud150\uc158 \uba54\ucee4\ub2c8\uc998<\/strong>\uc744 \ud65c\uc6a9\ud574 \uc785\ub825&nbsp;\uc2dc\ud000\uc2a4 \ub0b4 \ubaa8\ub4e0 \ub2e8\uc5b4 \uac04\uc758 \uad00\uacc4\ub97c \ubcd1\ub82c\uc801\uc73c\ub85c \ud559\uc2b5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub2e4\uc74c\uacfc \uac19\uc740 \uc8fc\uc694 \ubb38\uc81c\ub97c \ud574\uacb0\ud588\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\ubcd1\ub82c \ucc98\ub9ac&nbsp;\uac00\ub2a5<\/strong>: RNN \uae30\ubc18&nbsp;\ubaa8\ub378\uc740 \uc21c\ucc28\uc801\uc73c\ub85c \ub370\uc774\ud130\ub97c&nbsp;\ucc98\ub9ac\ud574\uc57c \ud558\ubbc0\ub85c \ud559\uc2b5 \uc18d\ub3c4\uac00 \ub290\ub838\uc2b5\ub2c8\ub2e4. \ubc18\uba74 \ud2b8\ub79c\uc2a4\ud3ec\uba38\ub294 \ubcd1\ub82c \ucc98\ub9ac\uac00 \uac00\ub2a5\ud574 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ud559\uc2b5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc7a5\uac70\ub9ac \uc758\uc874\uc131 \ubb38\uc81c \ud574\uacb0<\/strong>: \uae34&nbsp;\ubb38\uc7a5\uc5d0\uc11c \uba40\ub9ac \ub5a8\uc5b4\uc9c4 \ub2e8\uc5b4\ub4e4 \uac04\uc758 \uad00\uacc4\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud559\uc2b5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \uae30\uc220\uc744 \uae30\ubc18\uc73c\ub85c GPT, BERT\uc640 \uac19\uc740 \uac15\ub825\ud55c \uc5b8\uc5b4 \ubaa8\ub378\ub4e4\uc774 \ub4f1\uc7a5\ud588\uace0, \ud604\uc7ac\uc758 ChatGPT\uae4c\uc9c0 \uc774\uc5b4\uc9c0\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ud55c\uad6d\uc5b4 \ucc98\ub9ac\ub97c \uc704\ud55c KoBERT, KoGPT \ub4f1\uc758 \ubaa8\ub378\ub3c4 \uac1c\ubc1c\ub418\uc5b4, \uc6b0\ub9ac\ub9d0\uc5d0 \ud2b9\ud654\ub41c \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc8e0.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2017\ub144 \ub4f1\uc7a5\ud55c \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uad6c\uc870\ub294 NLP \ubd84\uc57c\uc5d0 \ud601\uba85\uc801\uc778 \ubcc0\ud654\ub97c \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc5b4\ud150\uc158 \uba54\ucee4\ub2c8\uc998\uc758 \ud2b9\uc9d5<\/strong>\n<ul class=\"wp-block-list\">\n<li>\ubb38\uc7a5 \ub0b4 \ubaa8\ub4e0 \ub2e8\uc5b4 \uac04\uc758 \uad00\uacc4\ub97c \ub3d9\uc2dc\uc5d0 \uace0\ub824<\/li>\n\n\n\n<li>\uc911\uc694\ud55c \uc815\ubcf4\uc5d0 \ub354 \ub9ce\uc740 &#8216;\uc8fc\uc758&#8217;\ub97c \uae30\uc6b8\uc784<\/li>\n\n\n\n<li>\uc7a5\uac70\ub9ac \uc758\uc874\uc131 \ubb38\uc81c \ud574\uacb0<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud2b8\ub79c\uc2a4\ud3ec\uba38 \uae30\ubc18 \ubaa8\ub378\ub4e4<\/strong>\n<ul class=\"wp-block-list\">\n<li>GPT \uc2dc\ub9ac\uc988: \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \ud14d\uc2a4\ud2b8 \uc0dd\uc131<\/li>\n\n\n\n<li>BERT: \ubb38\ub9e5 \uc774\ud574\uc640 \uc9c8\uc758\uc751\ub2f5<\/li>\n\n\n\n<li>T5: \ub2e4\uc591\ud55c NLP \ud0dc\uc2a4\ud06c \ud1b5\ud569 \ucc98\ub9ac<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud55c\uad6d\uc5b4 \ud2b9\ud654 \ubaa8\ub378<\/strong>\n<ul class=\"wp-block-list\">\n<li>KoBERT: SK\ud154\ub808\ucf64\uc774 \uac1c\ubc1c\ud55c \ud55c\uad6d\uc5b4 BERT<\/li>\n\n\n\n<li>KoGPT: \ud55c\uad6d\uc5b4\uc5d0 \ucd5c\uc801\ud654\ub41c \uc0dd\uc131\ud615 \ubaa8\ub378<\/li>\n\n\n\n<li>KoBART: \ud55c\uad6d\uc5b4 \ud14d\uc2a4\ud2b8 \uc694\uc57d\uacfc \uc0dd\uc131<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"gb-headline gb-headline-a205fac6\"><span class=\"ez-toc-section\" id=\"3_%EC%B5%9C%EC%8B%A0_NLP_%EA%B8%B0%EC%88%A0%EC%9D%98_%EC%8B%A4%EC%A0%9C_%EC%9D%91%EC%9A%A9_%EC%82%AC%EB%A1%80\"><\/span><span class=\"gb-icon\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span><span class=\"gb-headline-text\"><strong>3. \ucd5c\uc2e0 NLP \uae30\uc220\uc758 \uc2e4\uc81c \uc751\uc6a9 \uc0ac\ub840<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">2024\ub144 \uae30\uc900\uc73c\ub85c \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uae30\uc220\uc758 \uc8fc\uc694 \uc751\uc6a9 \ubd84\uc57c\ubcc4 \uc0ac\uc6a9 \ube44\uc728\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uac00\uc7a5 \ud070 \ube44\uc911\uc744 \ucc28\uc9c0\ud558\ub294 \uc751\uc6a9 \ubd84\uc57c\ub294&nbsp;<strong>\ucc57\ubd07\uacfc \uac00\uc0c1 \ube44\uc11c<\/strong>\ub85c, \uc804\uccb4\uc758 30%\ub97c \ucc28\uc9c0\ud569\ub2c8\ub2e4. \uc774\ub294 \uace0\uac1d \uc11c\ube44\uc2a4\uc640 \uac1c\uc778\ud654\ub41c \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub2e4\uc74c\uc73c\ub85c\ub294&nbsp;<strong>\uae30\uacc4 \ubc88\uc5ed<\/strong>\uc774 25%\ub85c \ub192\uc740 \ube44\uc911\uc744 \ubcf4\uc774\uba70, \uae00\ub85c\ubc8c \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uacfc \ub2e4\uad6d\uc5b4 \uc9c0\uc6d0\uc5d0\uc11c \ud544\uc218\uc801\uc778 \ub3c4\uad6c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uac10\uc131 \ubd84\uc11d<\/strong>\uc740 20%\ub97c \ucc28\uc9c0\ud558\uba70, \uc8fc\ub85c \uc18c\uc15c \ubbf8\ub514\uc5b4\uc640 \uace0\uac1d \ub9ac\ubdf0 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uae30\uc5c5\uc758 \ub9c8\ucf00\ud305 \uc804\ub7b5 \ucd5c\uc801\ud654\uc640 \ube0c\ub79c\ub4dc \ud3c9\ud310 \uad00\ub9ac\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.&nbsp;<strong>\ud5ec\uc2a4\ucf00\uc5b4<\/strong>&nbsp;\ubd84\uc57c\ub294 NLP \uc751\uc6a9\uc758 15%\ub97c \ucc28\uc9c0\ud558\uba70, \uc758\ub8cc \ub370\uc774\ud130 \ubd84\uc11d, \uc9c4\ub2e8 \uc9c0\uc6d0, \ud658\uc790 \uad00\ub9ac \ub4f1\uc5d0\uc11c \ub110\ub9ac \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c&nbsp;<strong>\uc790\ub3d9 \uc694\uc57d<\/strong>\uc740 10%\ub85c \uac00\uc7a5 \ub0ae\uc740 \ube44\uc728\uc744 \ubcf4\uc774\uc9c0\ub9cc, \ubb38\uc11c \uc694\uc57d \ubc0f \uc815\ubcf4 \ucc98\ub9ac \ud6a8\uc728\uc131\uc744 \ub192\uc774\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ub7ec\ud55c \ubd84\ud3ec\ub294 NLP \uae30\uc220\uc774 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \uc5b4\ub5bb\uac8c \ud65c\uc6a9\ub418\uace0 \uc788\ub294\uc9c0\ub97c \ubcf4\uc5ec\uc8fc\uba70, \ud2b9\ud788 \ucc57\ubd07\uacfc \uae30\uacc4 \ubc88\uc5ed\uc774 \uac00\uc7a5 \ud070 \ube44\uc911\uc744 \ucc28\uc9c0\ud558\uace0 \uc788\uc74c\uc744 \uac15\uc870\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uae30\uc220\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uacfc \uc77c\uc0c1\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc73c\uba70, 2024\ub144 \uae30\uc900\uc73c\ub85c \uc5ec\ub7ec \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \ud65c\ubc1c\ud788 \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798\ub294 \uc8fc\uc694 \uc751\uc6a9 \uc0ac\ub840\ub97c \uc815\ub9ac\ud55c \ub0b4\uc6a9\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%EC%B1%97%EB%B4%87%EA%B3%BC_%EA%B0%80%EC%83%81_%EB%B9%84%EC%84%9C\"><\/span><strong>1. \ucc57\ubd07\uacfc \uac00\uc0c1 \ube44\uc11c<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uae30\ub2a5<\/strong>: \uc0ac\uc6a9\uc790 \uc9c8\ubb38\uc5d0 \uc790\uc5f0\uc2a4\ub7fd\uac8c \ub2f5\ubcc0\ud558\uace0 \ub300\ud654\ub97c \uc774\uc5b4\uac00\ub294 \uae30\uc220.<\/li>\n\n\n\n<li><strong>\ub300\ud45c \uc0ac\ub840<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uc544\ub9c8\uc874 Alexa: \uc2a4\ub9c8\ud2b8\ud648 \uc81c\uc5b4, \uc1fc\ud551 \uc9c0\uc6d0.<\/li>\n\n\n\n<li>\uc560\ud50c Siri: \uc74c\uc131 \uba85\ub839\uc744 \ud1b5\ud55c \uc77c\uc815 \uad00\ub9ac \ubc0f \uc815\ubcf4 \uac80\uc0c9.<\/li>\n\n\n\n<li>\uad6c\uae00 \uc5b4\uc2dc\uc2a4\ud134\ud2b8: \ub2e4\uad6d\uc5b4 \uc9c0\uc6d0\uacfc \ubb38\ub9e5 \uae30\ubc18 \ub300\ud654.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud6a8\uacfc<\/strong>: \uace0\uac1d \uc11c\ube44\uc2a4\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uace0 \uac1c\uc778\ud654\ub41c \uc0ac\uc6a9\uc790 \uacbd\ud5d8 \uc81c\uacf5.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%EA%B8%B0%EA%B3%84_%EB%B2%88%EC%97%AD\"><\/span><strong>2. \uae30\uacc4 \ubc88\uc5ed<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uae30\uc220 \uae30\ubc18<\/strong>: \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378(GPT, BERT \ub4f1)\uc744 \ud65c\uc6a9\ud574 \ubb38\ub9e5\uc744 \uc774\ud574\ud558\uace0 \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \ubc88\uc5ed \uc81c\uacf5.<\/li>\n\n\n\n<li><strong>\ub300\ud45c \uc0ac\ub840<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uad6c\uae00 \ubc88\uc5ed: 109\uac1c \uc5b8\uc5b4 \uc9c0\uc6d0.<\/li>\n\n\n\n<li>\ub124\uc774\ubc84 \ud30c\ud30c\uace0: \uc544\uc2dc\uc544 \uc5b8\uc5b4 \ud2b9\ud654 \ubc88\uc5ed.<\/li>\n\n\n\n<li>DeepL: \uc804\ubb38 \ubb38\uc11c \ubc88\uc5ed.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ubc1c\uc804<\/strong>: \uc2e0\uacbd\ub9dd \uae30\uacc4 \ubc88\uc5ed(NMT)\uc740 \ubb38\ub9e5\uacfc \ub258\uc559\uc2a4\ub97c \ubc18\uc601\ud558\uba70 \ubb38\ud654\uc801 \ucc28\uc774\ub97c \uc774\ud574\ud558\ub294 \ub370\ub3c4 \uc9c4\ubcf4\ub97c \uc774\ub8e8\uace0 \uc788\uc74c.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%EA%B0%90%EC%84%B1_%EB%B6%84%EC%84%9D\"><\/span><strong>3. \uac10\uc131 \ubd84\uc11d<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uae30\ub2a5<\/strong>: \ud14d\uc2a4\ud2b8\uc5d0\uc11c \uae0d\uc815\uc801, \ubd80\uc815\uc801, \uc911\ub9bd\uc801 \uac10\uc815\uc744 \ubd84\ub958.<\/li>\n\n\n\n<li><strong>\ud65c\uc6a9 \ubd84\uc57c<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uc18c\uc15c \ubbf8\ub514\uc5b4 \ubaa8\ub2c8\ud130\ub9c1: \ube0c\ub79c\ub4dc \ud3c9\ud310 \uad00\ub9ac \ubc0f \ud2b8\ub80c\ub4dc \ubd84\uc11d.<\/li>\n\n\n\n<li>\uace0\uac1d \ub9ac\ubdf0 \ubd84\uc11d: \uc81c\ud488 \uac1c\uc120 \ubc0f \ub9c8\ucf00\ud305 \uc804\ub7b5 \ucd5c\uc801\ud654.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud6a8\uacfc<\/strong>: \uae30\uc5c5\uc774 \uc2e4\uc2dc\uac04\uc73c\ub85c \uace0\uac1d \ud53c\ub4dc\ubc31\uc744 \ubd84\uc11d\ud574 \ub9c8\ucf00\ud305 \uc804\ub7b5\uc744 \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc74c.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_%ED%97%AC%EC%8A%A4%EC%BC%80%EC%96%B4\"><\/span><strong>4. \ud5ec\uc2a4\ucf00\uc5b4<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc751\uc6a9 \uc0ac\ub840<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uc804\uc790\uc758\ub8cc\uae30\ub85d(EMR) \ubd84\uc11d \ubc0f \uc9c8\ubcd1 \uc608\uce21.<\/li>\n\n\n\n<li>\ud658\uc790 \uc0c1\ub2f4 \uae30\ub85d \uc790\ub3d9\ud654 \ubc0f \uc758\ub8cc \ub370\uc774\ud130\uc5d0\uc11c \uc911\uc694\ud55c \uc815\ubcf4 \ucd94\ucd9c.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud6a8\uacfc<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uc758\ub8cc \uc11c\ube44\uc2a4 \ud488\uc9c8 \ud5a5\uc0c1.<\/li>\n\n\n\n<li>\ud658\uc790 \uad00\ub9ac \ud6a8\uc728\uc131 \uc99d\ub300\uc640 \uc758\ub8cc\uc9c4 \uc5c5\ubb34 \ubd80\ub2f4 \uac10\uc18c.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_%EC%9E%90%EB%8F%99_%EC%9A%94%EC%95%BD\"><\/span><strong>5. \uc790\ub3d9 \uc694\uc57d<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uae30\ub2a5<\/strong>: \uae34 \ud14d\uc2a4\ud2b8\uc5d0\uc11c \ud575\uc2ec \uc815\ubcf4\ub97c \ucd94\ucd9c\ud558\uc5ec \uac04\uacb0\ud558\uac8c \uc694\uc57d.<\/li>\n\n\n\n<li><strong>\ud65c\uc6a9 \ubd84\uc57c<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\ub274\uc2a4 \uae30\uc0ac \uc694\uc57d.<\/li>\n\n\n\n<li>\uc5f0\uad6c \ub17c\ubb38 \uc694\uc57d.<\/li>\n\n\n\n<li>\uc774\uba54\uc77c \uc694\uc57d \ub4f1.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud6a8\uacfc<\/strong>: \uc815\ubcf4 \uacfc\ubd80\ud558\ub97c \uc904\uc774\uace0 \ud6a8\uc728\uc801\uc778 \uc758\uc0ac\uacb0\uc815\uc744 \uc9c0\uc6d0.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"6_%EA%B2%80%EC%83%89_%EC%97%94%EC%A7%84_%EC%B5%9C%EC%A0%81%ED%99%94\"><\/span><strong>6. \uac80\uc0c9 \uc5d4\uc9c4 \ucd5c\uc801\ud654<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uae30\ub2a5<\/strong>: \uc0ac\uc6a9\uc790\uc758 \uc758\ub3c4\ub97c \ud30c\uc545\ud558\uace0 \uad00\ub828\uc131 \ub192\uc740 \uacb0\uacfc\ub97c \uc81c\uacf5.<\/li>\n\n\n\n<li><strong>\ub300\ud45c \uc0ac\ub840<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uad6c\uae00 \uac80\uc0c9\uc740 \ud56d\uacf5\ud3b8 \ubc88\ud638, \uc8fc\uc2dd \uc2dc\uc138 \ub4f1\uc744 \uc790\ub3d9\uc73c\ub85c \uc778\uc2dd\ud574 \uad00\ub828 \uc815\ubcf4\ub97c \uc81c\uacf5.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud6a8\uacfc<\/strong>: \ub354 \uc815\ud655\ud558\uace0 \ube60\ub978 \uac80\uc0c9 \uacb0\uacfc \uc81c\uacf5.<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"7_%EA%B5%90%EC%9C%A1\"><\/span><strong>7. \uad50\uc721<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uae30\ub2a5 \ubc0f \ud65c\uc6a9 \uc0ac\ub840<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uac1c\uc778 \ub9de\ucda4\ud615 \ud559\uc2b5 \ucf58\ud150\uce20 \uc81c\uacf5.<\/li>\n\n\n\n<li>\uc790\ub3d9\ud654\ub41c \ud3c9\uac00 \uc2dc\uc2a4\ud15c \uac1c\ubc1c\ub85c \uad50\uc0ac\uc758 \uc5c5\ubb34 \ubd80\ub2f4 \uac10\uc18c.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud6a8\uacfc<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\ud559\uc0dd\ub4e4\uc758 \ud559\uc2b5 \ud6a8\uc728\uc131 \ud5a5\uc0c1.<\/li>\n\n\n\n<li>\ud559\uc2b5\uc790 \ud589\ub3d9 \ud328\ud134 \ubd84\uc11d\uc744 \ud1b5\ud55c \ud559\uc2b5 \uc804\ub7b5 \ucd5c\uc801\ud654.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"NLP_%EC%9D%91%EC%9A%A9_%EB%B6%84%EC%95%BC%EB%B3%84_%EB%B9%84%EC%A4%91\"><\/span><strong>NLP \uc751\uc6a9 \ubd84\uc57c\ubcc4 \ube44\uc911<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\uc544\ub798\ub294 NLP \uc751\uc6a9 \ubd84\uc57c\uc758 \uc0ac\uc6a9 \ube44\uc911(2024\ub144 \uae30\uc900)\uc744 \ub098\ud0c0\ub0b8 \ub3c4\ud45c\uc758 \uc8fc\uc694 \ub0b4\uc6a9\uc785\ub2c8\ub2e4:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"646\" height=\"466\" src=\"https:\/\/devmelody.com\/wp-content\/uploads\/2024\/12\/image.png\" alt=\"\" class=\"wp-image-223\" srcset=\"https:\/\/devmelody.com\/wp-content\/uploads\/2024\/12\/image.png 646w, https:\/\/devmelody.com\/wp-content\/uploads\/2024\/12\/image-300x216.png 300w\" sizes=\"auto, (max-width: 646px) 100vw, 646px\" \/><figcaption class=\"wp-element-caption\">\ucd9c\ucc98: <strong><a href=\"https:\/\/artsmart.ai\/blog\/natural-language-processing-nlp-statistics-2024\/\" data-type=\"link\" data-id=\"https:\/\/artsmart.ai\/blog\/natural-language-processing-nlp-statistics-2024\/\" target=\"_blank\" rel=\"noreferrer noopener\">Artsmart.ai\uc758 \u2018Natural Language Processing (NLP) Statistics in 2024\u2019<\/a><\/strong> \ud3ec\uc2a4\ud2b8 \uc7ac\uad6c\uc131 <br><\/figcaption><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uac00\uc0c1 \ube44\uc11c(20%): \uac00\uc7a5 \ud070 \ube44\uc911\uc744 \ucc28\uc9c0\ud558\uba70, \uc74c\uc131 \uba85\ub839 \ucc98\ub9ac\uc640 \uac1c\uc778\ud654\ub41c \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5d0 \ud65c\uc6a9\ub428.<\/li>\n\n\n\n<li>\uae30\uacc4 \ubc88\uc5ed(15%): \ub2e4\uad6d\uc5b4 \uc2e4\uc2dc\uac04 \ubc88\uc5ed \ubc0f \uae00\ub85c\ubc8c \ucee4\ubba4\ub2c8\ucf00\uc774\uc158 \uc9c0\uc6d0.<\/li>\n\n\n\n<li>\ucc57\ubd07(12%): \uace0\uac1d \uc11c\ube44\uc2a4 \uc790\ub3d9\ud654\uc640 \uc2e4\uc2dc\uac04 \uc0c1\ub2f4\uc5d0 \uc0ac\uc6a9\ub428.<\/li>\n\n\n\n<li>\uac10\uc131 \ubd84\uc11d(10%): \uc18c\uc15c \ubbf8\ub514\uc5b4 \ubc0f \ub9ac\ubdf0 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud574 \uae30\uc5c5 \uc804\ub7b5 \uc218\ub9bd\uc5d0 \uae30\uc5ec.<\/li>\n\n\n\n<li>\uc790\ub3d9 \uc694\uc57d(8%): \uae34 \ud14d\uc2a4\ud2b8\ub97c \uac04\uacb0\ud558\uac8c \uc694\uc57d\ud574 \uc815\ubcf4 \ucc98\ub9ac \ud6a8\uc728\uc131\uc744 \ub192\uc784.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \uc678\uc5d0\ub3c4 \ud5ec\uc2a4\ucf00\uc5b4, \uc2a4\ud338 \ud0d0\uc9c0, \uac1c\uccb4\uba85 \uc778\uc2dd, \uc74c\uc131 \uc778\uc2dd \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c NLP\uac00 \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"gb-headline gb-headline-569abc6e\"><span class=\"ez-toc-section\" id=\"%EC%B5%9C%EC%8B%A0_%EA%B8%B0%EC%88%A0_%EB%8F%99%ED%96%A5\"><\/span><span class=\"gb-icon\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span><span class=\"gb-headline-text\"><strong><strong>\ucd5c\uc2e0 \uae30\uc220 \ub3d9\ud5a5<\/strong><\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%EC%B4%88%EA%B1%B0%EB%8C%80_%EC%96%B8%EC%96%B4_%EB%AA%A8%EB%8D%B8\"><\/span><strong>1. \ucd08\uac70\ub300 \uc5b8\uc5b4 \ubaa8\ub378<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uac1c\ub150<\/strong>: GPT \uc2dc\ub9ac\uc988(OpenAI)\uc640 \uac19\uc740 \ucd08\uac70\ub300 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud574 \ubb38\ub9e5 \uc774\ud574\uc640 \ud14d\uc2a4\ud2b8 \uc0dd\uc131\uc744 \uc815\uad50\ud558\uac8c \uc218\ud589\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc8fc\uc694 \ud2b9\uc9d5<\/strong>:\n<ul class=\"wp-block-list\">\n<li>OpenAI\uc758 GPT-4\ub294 \ub2e4\uad6d\uc5b4 \uc9c0\uc6d0\uacfc \uba40\ud2f0\ubaa8\ub2ec \uae30\ub2a5(\ud14d\uc2a4\ud2b8\uc640 \uc774\ubbf8\uc9c0\ub97c \ud568\uaed8 \ucc98\ub9ac)\uc744 \uc81c\uacf5\ud558\uba70, \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>2024\ub144 \ucd9c\uc2dc\ub41c GPT-4o\ub294 \uae30\uc874 GPT-4\ubcf4\ub2e4 50% \uc800\ub834\ud558\uace0 2\ubc30 \ube60\ub978 \uc131\ub2a5\uc744 \uc790\ub791\ud558\uba70, \ud14d\uc2a4\ud2b8 \uc0dd\uc131\uacfc \uc74c\uc131 \uc751\ub2f5 \ub4f1 \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0\uc11c \ud6a8\uc728\uc131\uc744 \ub192\uc600\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\uc751\uc6a9 \uc0ac\ub840<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uace0\uac1d \uc9c0\uc6d0 \ucc57\ubd07, \ucf58\ud150\uce20 \uc0dd\uc131, \ubc88\uc5ed \ubc0f \uc694\uc57d \uc791\uc5c5.<\/li>\n\n\n\n<li>\uc608: Google\uc758 Gemini 1.5\ub294 \ub2e4\uad6d\uc5b4 \ubc88\uc5ed\uacfc \ud14d\uc2a4\ud2b8 \uc0dd\uc131 \uc791\uc5c5\uc5d0\uc11c \ub192\uc740 \uc815\ud655\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%EB%A9%80%ED%8B%B0%EB%AA%A8%EB%8B%AC_NLP\"><\/span><strong>2. \uba40\ud2f0\ubaa8\ub2ec NLP<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uac1c\ub150<\/strong>: \ud14d\uc2a4\ud2b8\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc774\ubbf8\uc9c0, \uc74c\uc131 \ub370\uc774\ud130\ub97c \ud568\uaed8 \ucc98\ub9ac\ud558\uc5ec \ubcf5\ud569\uc801\uc778 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc8fc\uc694 \ud2b9\uc9d5<\/strong>:\n<ul class=\"wp-block-list\">\n<li>OpenAI\uc758 CLIP(Contrastive Language-Image Pre-training)\uc740 \ud14d\uc2a4\ud2b8\uc640 \uc774\ubbf8\uc9c0\ub97c \ub3d9\uc2dc\uc5d0 \ud559\uc2b5\ud558\uc5ec \uc774\ubbf8\uc9c0 \ucea1\uc158 \uc0dd\uc131 \ubc0f \uc774\ubbf8\uc9c0 \uae30\ubc18 \uc9c8\ubb38 \uc751\ub2f5 \uc791\uc5c5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc74c\uc131\uacfc \ud14d\uc2a4\ud2b8\ub97c \ud1b5\ud569\ud55c \uae30\uc220\uc740 \uc74c\uc131 \uba85\ub839 \ubc0f \ub300\ud654\ud615 AI \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\uc751\uc6a9 \uc0ac\ub840<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uc774\ubbf8\uc9c0 \uc124\uba85 \uc0dd\uc131: \uc608\ub97c \ub4e4\uc5b4, \uc2dc\uac01\uc7a5\uc560\uc778\uc744 \uc704\ud55c \uc774\ubbf8\uc9c0 \ub0b4\uc6a9 \uc124\uba85.<\/li>\n\n\n\n<li>\ube44\ub514\uc624 \uc694\uc57d: \uae34 \uc601\uc0c1\uc5d0\uc11c \ud575\uc2ec \ub0b4\uc6a9\uc744 \uc790\ub3d9\uc73c\ub85c \ucd94\ucd9c.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%EC%8B%A4%EC%8B%9C%EA%B0%84_%EB%8D%B0%EC%9D%B4%ED%84%B0_%EC%B2%98%EB%A6%AC\"><\/span><strong>3. \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uac1c\ub150<\/strong>: \uc2e4\uc2dc\uac04\uc73c\ub85c \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \uacb0\uacfc\ub97c \ub3c4\ucd9c\ud558\ub294 \uae30\uc220\ub85c, \uc989\uac01\uc801\uc778 \uc758\uc0ac\uacb0\uc815\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc8fc\uc694 \ud2b9\uc9d5<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uc2e4\uc2dc\uac04 \uac10\uc131 \ubd84\uc11d: \uc18c\uc15c \ubbf8\ub514\uc5b4\ub098 \uace0\uac1d \ub9ac\ubdf0 \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubd84\uc11d\ud574 \uc18c\ube44\uc790 \ubc18\uc751\uc744 \ud30c\uc545.<\/li>\n\n\n\n<li>\uae08\uc735 \uac70\ub798 \ubd84\uc11d: \uc774\uc0c1 \uac70\ub798 \ud0d0\uc9c0 \ubc0f \ub9ac\uc2a4\ud06c \uad00\ub9ac.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\uc751\uc6a9 \uc0ac\ub840<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\ubb3c\ub958 \ubd84\uc57c\uc5d0\uc11c\ub294 IoT \uc13c\uc11c\uc640 GPS \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud574 \ubc30\uc1a1 \uc0c1\ud0dc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ucd94\uc801\ud558\uace0 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uacf5\uacf5 \uc11c\ube44\uc2a4\uc5d0\uc11c\ub294 \uad70\uc911 \ud328\ud134 \ubd84\uc11d\uacfc \uc18c\uc74c \uc218\uc900 \ubaa8\ub2c8\ud130\ub9c1\uc73c\ub85c \ucea0\ud37c\uc2a4 \ud658\uacbd\uc744 \uac1c\uc120.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_%EC%9C%A4%EB%A6%AC%EC%A0%81_AI%EC%99%80_%EB%8D%B0%EC%9D%B4%ED%84%B0_%ED%8E%B8%ED%96%A5_%EB%AC%B8%EC%A0%9C_%ED%95%B4%EA%B2%B0\"><\/span><strong>4. \uc724\ub9ac\uc801 AI\uc640 \ub370\uc774\ud130 \ud3b8\ud5a5 \ubb38\uc81c \ud574\uacb0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uac1c\ub150<\/strong>: NLP \ubaa8\ub378\uc758 \uacf5\uc815\uc131\uacfc \uc2e0\ub8b0\uc131\uc744 \ub192\uc774\uae30 \uc704\ud574 \ub370\uc774\ud130 \ud3b8\ud5a5 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub824\ub294 \uc5f0\uad6c\uac00 \ud65c\ubc1c\ud788 \uc9c4\ud589 \uc911\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc8fc\uc694 \ud2b9\uc9d5<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\ub370\uc774\ud130 \ub2e4\uc591\ud654\uc640 \uc54c\uace0\ub9ac\uc998 \uc870\uc815\uc744 \ud1b5\ud574 \ubd88\uacf5\uc815\ud55c \uacb0\uacfc\ub97c \ubc29\uc9c0.<\/li>\n\n\n\n<li>\uc124\uacc4 \ub2e8\uacc4\ubd80\ud130 \uacf5\uc815\uc131\uc744 \uace0\ub824\ud55c &#8220;\uc124\uacc4\uc5d0 \uc758\ud55c \uacf5\uc815\uc131&#8221; \uc6d0\uce59 \uc801\uc6a9.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\uc751\uc6a9 \uc0ac\ub840<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\ubbfc\uac10\ud55c \ub370\uc774\ud130\ub97c \ub2e4\ub8f0 \ub54c \ud504\ub77c\uc774\ubc84\uc2dc \ubcf4\ud638 \ubc0f \ucc28\ubcc4 \ubc29\uc9c0 \uc870\uce58 \uac15\ud654.<\/li>\n\n\n\n<li>\uc608: Anthropic\uc758 Claude 3.5\ub294 \uc724\ub9ac\uc801 \uc124\uacc4\ub97c \uae30\ubc18\uc73c\ub85c \uc548\uc804\ud55c AI \uc0c1\ud638\uc791\uc6a9\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%EB%AF%B8%EB%9E%98_%EC%A0%84%EB%A7%9D\"><\/span><strong>\ubbf8\ub798 \uc804\ub9dd<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">NLP \uae30\uc220\uc740 \uc778\uac04\uacfc \uae30\uacc4 \uac04\uc758 \uc18c\ud1b5 \ubc29\uc2dd\uc744 \ud601\uc2e0\ud558\uba70 \uc810\uc810 \ub354 \ub9ce\uc740 \uc0b0\uc5c5\uc5d0 \uc801\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ucd08\uac70\ub300 \uc5b8\uc5b4 \ubaa8\ub378\uacfc \uba40\ud2f0\ubaa8\ub2ec \uc811\uadfc\ubc95\uc758 \ubc1c\uc804\uc740 \ub354\uc6b1 \uc815\uad50\ud558\uace0 \uac1c\uc778\ud654\ub41c \uc11c\ube44\uc2a4\ub97c \uac00\ub2a5\ud558\uac8c \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uad50\uc721 \ubd84\uc57c<\/strong>\uc5d0\uc11c\ub294 \ud559\uc0dd \ub9de\ucda4\ud615 \ud559\uc2b5 \ucf58\ud150\uce20 \uc81c\uacf5\uacfc \uc790\ub3d9\ud654\ub41c \ud3c9\uac00 \uc2dc\uc2a4\ud15c\uc774 \uac1c\ubc1c\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud5ec\uc2a4\ucf00\uc5b4 \ubd84\uc57c<\/strong>\uc5d0\uc11c\ub294 \uc758\ub8cc \uae30\ub85d \ubd84\uc11d\uacfc \uc9c8\ubcd1 \uc608\uce21 \uc2dc\uc2a4\ud15c\uc774 \ub3c4\uc785\ub418\uc5b4 \uc758\ub8cc \uc11c\ube44\uc2a4 \ud488\uc9c8\uc774 \ud5a5\uc0c1\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uae08\uc735 \uc0b0\uc5c5<\/strong>\uc5d0\uc11c\ub294 \uc2dc\uc7a5 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \ub9ac\uc2a4\ud06c \uad00\ub9ac\ub97c \ud1b5\ud574 \ub354 \ub098\uc740 \ud22c\uc790 \uacb0\uc815\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ub610\ud55c \uc9c0\uc18d \uac00\ub2a5\ud55c \ubc1c\uc804 \ubaa9\ud45c(SDGs) \ub2ec\uc131\uc744 \uc704\ud574 NLP\uac00 \ud658\uacbd \ubcf4\ud638, \uacf5\uacf5 \ubcf4\uac74, \uad50\uc721 \uc99d\uc9c4 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud560 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n<div class='code-block code-block-1' style='margin: 8px 0; clear: both;'>\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-8669337553475169\"\n     crossorigin=\"anonymous\"><\/script>\n<!-- \uc6cc\ub4dc\uc911\uac04\uad11\uace0devmel -->\n<ins class=\"adsbygoogle\"\n     style=\"display:block\"\n     data-ad-client=\"ca-pub-8669337553475169\"\n     data-ad-slot=\"7123847908\"\n     data-ad-format=\"auto\"\n     data-full-width-responsive=\"true\"><\/ins>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script><\/div>\n\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n<div class=\"gb-container gb-container-90a615ad\">\n\n<h2 class=\"gb-headline gb-headline-1b8cc684\"><span class=\"ez-toc-section\" id=\"%EB%A7%88%EB%AC%B4%EB%A6%AC\"><\/span><span class=\"gb-icon\"><svg aria-hidden=\"true\" role=\"img\" height=\"1em\" width=\"1em\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill=\"currentColor\" d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span><span class=\"gb-headline-text\"><strong>\ub9c8\ubb34\ub9ac<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\uc220\uc740 \ub04a\uc784\uc5c6\uc774 \uc9c4\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc778 \ud14d\uc2a4\ud2b8 \uc804\ucc98\ub9ac\ubd80\ud130 \ucd5c\uc2e0 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uae4c\uc9c0, \uac01 \ub2e8\uacc4\uc758 \ubc1c\uc804\uc774 \ud604\uc7ac\uc758 \ud601\uc2e0\uc801\uc778 AI \uc11c\ube44\uc2a4\ub97c \uac00\ub2a5\ud558\uac8c \ud588\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ud55c\uad6d\uc5b4\ucc98\ub7fc \ubcf5\uc7a1\ud55c \ubb38\ubc95 \uad6c\uc870\ub97c \uac00\uc9c4 \uc5b8\uc5b4\ub97c \ucc98\ub9ac\ud558\ub294 \ub370 \uc788\uc5b4\uc11c\ub294, \uc5b8\uc5b4\uc758 \ud2b9\uc131\uc744 \uace0\ub824\ud55c \uc138\uc2ec\ud55c \uc811\uadfc\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc55e\uc73c\ub85c\ub3c4 NLP \uae30\uc220\uc740 \uacc4\uc18d\ud574\uc11c \ubc1c\uc804\ud560 \uac83\uc774\uba70, \uc774\ub294 \uc6b0\ub9ac\uc758 \uc0b6\uc744 \ub354\uc6b1 \ud3b8\ub9ac\ud558\uac8c \ub9cc\ub4e4\uc5b4\uc904 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc758 \ubc1c\uc804 \uc18d\ub3c4\uac00 \ub9e4\uc6b0 \ube60\ub978 \ub9cc\ud07c, \uac1c\ubc1c\uc790\uc640 \uc5f0\uad6c\uc790\ub4e4\uc740 \ucd5c\uc2e0 \ud2b8\ub80c\ub4dc\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ud559\uc2b5\ud558\uace0 \uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840\ub97c \uc5f0\uad6c\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. NLP\ub294 \uc774\uc81c \uc120\ud0dd\uc774 \uc544\ub2cc \ud544\uc218\uac00 \ub418\uc5c8\uc73c\uba70, \uc774\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\ub294 \uac83\uc774 \ubbf8\ub798 \uacbd\uc7c1\ub825\uc758 \ud575\uc2ec\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n<\/div>","protected":false},"excerpt":{"rendered":"<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)(Natural Language Processing)\uc758 \uae30\ucd08 \uac1c\ub150\ubd80\ud130 \ucd5c\uc2e0 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uae4c\uc9c0 \uc0c1\uc138\ud788 \uc54c\uc544\ubd05\ub2c8\ub2e4. Word2Vec, BERT, GPT \ub4f1 \ud575\uc2ec \uae30\uc220\uc758 \uc791\ub3d9 \uc6d0\ub9ac\uc640 \uc2e4\uc81c &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \uc138\uacc4: \uae30\ucd08\ubd80\ud130 \ucd5c\uc2e0 \uae30\uc220\" class=\"read-more button\" href=\"https:\/\/devmelody.com\/?p=222#more-222\" aria-label=\"\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \uc138\uacc4: \uae30\ucd08\ubd80\ud130 \ucd5c\uc2e0 \uae30\uc220\uc5d0 \ub300\ud574 \ub354 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uc138\uc694\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":225,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-222","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-3","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-33"],"jetpack_featured_media_url":"https:\/\/devmelody.com\/wp-content\/uploads\/2024\/12\/nlp\uc774\ubbf8\uc9c0.png","_links":{"self":[{"href":"https:\/\/devmelody.com\/index.php?rest_route=\/wp\/v2\/posts\/222","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devmelody.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devmelody.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devmelody.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devmelody.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=222"}],"version-history":[{"count":5,"href":"https:\/\/devmelody.com\/index.php?rest_route=\/wp\/v2\/posts\/222\/revisions"}],"predecessor-version":[{"id":485,"href":"https:\/\/devmelody.com\/index.php?rest_route=\/wp\/v2\/posts\/222\/revisions\/485"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/devmelody.com\/index.php?rest_route=\/wp\/v2\/media\/225"}],"wp:attachment":[{"href":"https:\/\/devmelody.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=222"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devmelody.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=222"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devmelody.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=222"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}