\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc5b8\uc5b4 \ubaa8\ub378(Language Model) - \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\/25207\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc5b8\uc5b4 \ubaa8\ub378(Language Model) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ud55c \ubd84\uc57c\ub85c, \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub294 \uae30\uacc4 \ubc88\uc5ed, \uac10\uc815 \ubd84\uc11d, \uc9c8\ubb38 \ub2f5\ubcc0 \uc2dc\uc2a4\ud15c, \uc815\ubcf4 \uac80\uc0c9 \ub4f1 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uadfc \ub525 \ub7ec\ub2dd\uc758 \ubc1c\uc804\uc73c\ub85c \uc778\ud574 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ub9ce\uc740 \ud601\uc2e0\uc774 \uc77c\uc5b4\ub098\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \uc5b8\uc5b4 \ubaa8\ub378(Language Model)\uc758 \ubc1c\uc804\uc774 \ub450\ub4dc\ub7ec\uc9d1\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c … \ub354 \ubcf4\uae30 "\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc5b8\uc5b4 \ubaa8\ub378(Language Model)"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/25207\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-26T09:53:01+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T08:02:32+00:00\" \/>\n<meta name=\"author\" content=\"root\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:site\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"root\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/25207\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/25207\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc5b8\uc5b4 \ubaa8\ub378(Language Model)\",\"datePublished\":\"2024-10-26T09:53:01+00:00\",\"dateModified\":\"2024-11-26T08:02:32+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/25207\/\"},\"wordCount\":71,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ub525\ub7ec\ub2dd \uc790\uc5f0\uc5b4\ucc98\ub9ac\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/25207\/\",\"url\":\"https:\/\/atmokpo.com\/w\/25207\/\",\"name\":\"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc5b8\uc5b4 \ubaa8\ub378(Language Model) - 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<\/p>\n

\uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ud55c \ubd84\uc57c\ub85c, \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub294 \uae30\uacc4 \ubc88\uc5ed, \uac10\uc815 \ubd84\uc11d, \uc9c8\ubb38 \ub2f5\ubcc0 \uc2dc\uc2a4\ud15c, \uc815\ubcf4 \uac80\uc0c9 \ub4f1 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uadfc \ub525 \ub7ec\ub2dd\uc758 \ubc1c\uc804\uc73c\ub85c \uc778\ud574 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ub9ce\uc740 \ud601\uc2e0\uc774 \uc77c\uc5b4\ub098\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \uc5b8\uc5b4 \ubaa8\ub378(Language Model)\uc758 \ubc1c\uc804\uc774 \ub450\ub4dc\ub7ec\uc9d1\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uc6d0\ub9ac\uc640 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uac1c\ub150, \uc885\ub958 \ubc0f \uc751\uc6a9\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

1. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ucd08<\/h2>\n
\uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub294 \ub2e4\uc591\ud55c \uae30\uc220\uacfc \uc54c\uace0\ub9ac\uc998\uc744 \ud1b5\ud574 \uc778\uac04 \uc5b8\uc5b4\uc758 \uc758\ubbf8\ub97c \ubd84\uc11d\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c\uc785\ub2c8\ub2e4:<\/p>\n
\n
\ud615\ud0dc\uc18c \ubd84\uc11d(Morphological Analysis):<\/strong> \ud14d\uc2a4\ud2b8\ub97c \ub2e8\uc5b4\uc640 \ud615\ud0dc\uc18c\ub85c \ubd84\ud560\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4.<\/li>\n
\uad6c\ubb38 \ubd84\uc11d(Syntax Analysis):<\/strong> \ubb38\uc7a5\uc758 \uad6c\uc870\ub97c \ubd84\uc11d\ud558\uc5ec \uc5b4\ud718\uc640 \uad6c\ubb38\uc758 \uad00\uacc4\ub97c \uc774\ud574\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4.<\/li>\n
\uc758\ubbf8 \ubd84\uc11d(Semantic Analysis):<\/strong> \ubb38\uc7a5\uc758 \uc758\ubbf8\ub97c \ud574\uc11d\ud558\ub294 \ub2e8\uacc4\uc785\ub2c8\ub2e4.<\/li>\n
\ub2f4\ud654 \ubd84\uc11d(Discourse Analysis):<\/strong> \ubb38\uc7a5 \uac04\uc758 \uad00\uacc4\ub97c \ubd84\uc11d\ud558\uc5ec \uc804\uccb4\uc801\uc778 \uc758\ubbf8\ub97c \ud30c\uc545\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4.<\/li>\n
\uac10\uc815 \ubd84\uc11d(Sentiment Analysis):<\/strong> \ud14d\uc2a4\ud2b8\uc758 \uac10\uc815\uc744 \ud30c\uc545\ud558\uace0 \ubd84\ub958\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n
2. \uc5b8\uc5b4 \ubaa8\ub378(Language Model)<\/h2>\n
\uc5b8\uc5b4 \ubaa8\ub378\uc740 \uc8fc\uc5b4\uc9c4 \ub2e8\uc5b4 \uc2dc\ud000\uc2a4\uc5d0 \ub300\ud574 \ub2e4\uc74c \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\ub294 \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, “\ub098\ub294 \uc0ac\uacfc\ub97c \uba39\uace0”\ub77c\ub294 \ubb38\uc7a5\uc774 \uc8fc\uc5b4\uc84c\uc744 \ub54c, \ub2e4\uc74c\uc5d0 \uc62c \uc218 \uc788\ub294 \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc5b8\uc5b4 \ubaa8\ub378\uc740 \uc8fc\ub85c \ub2e4\uc74c\uacfc \uac19\uc740 \ub450 \uac00\uc9c0 \uae30\ubc95\uc73c\ub85c \ubd84\ub958\ub429\ub2c8\ub2e4:<\/p>\n
\n
\uc804\ud1b5\uc801 \uc5b8\uc5b4 \ubaa8\ub378:<\/strong> N-\uadf8\ub7a8 \ubaa8\ub378, \ud788\ub4e0 \ub9c8\ub974\ucf54\ud504 \ubaa8\ub378(Hidden Markov Models, HMM) \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \uace0\uc815\ub41c \uc218\uc758 \uc774\uc804 \ub2e8\uc5b4\ub97c \uae30\ubc18\uc73c\ub85c \uc0c8 \ub2e8\uc5b4\ub97c \uc608\uce21\ud569\ub2c8\ub2e4.<\/li>\n
\ub525 \ub7ec\ub2dd \uae30\ubc18 \uc5b8\uc5b4 \ubaa8\ub378:<\/strong> \uc8fc\ub85c \uc21c\ud658 \uc2e0\uacbd\ub9dd(Recurrent Neural Networks, RNN), \uc7a5\uae30 \ub2e8\uae30 \uba54\ubaa8\ub9ac(Long Short-Term Memory, LSTM), \uadf8\ub9ac\uace0 \ucd5c\uadfc\uc758 \ud2b8\ub79c\uc2a4\ud3ec\uba38(Transformer) \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub4e4 \ubaa8\ub378\uc740 \ub354 \ub9ce\uc740 \ubb38\ub9e5 \uc815\ubcf4\ub97c \ud65c\uc6a9\ud558\uc5ec \ub2e8\uc5b4 \uc608\uce21\uc758 \uc815\ud655\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n
2.1 \uc804\ud1b5\uc801 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \ud55c\uacc4<\/h3>\n
\uc804\ud1b5\uc801\uc778 N-\uadf8\ub7a8 \ubaa8\ub378\uc740 \ub2e8\uc21c\ud558\uace0 \ud574\uc11d\ud558\uae30 \uc27d\uc9c0\ub9cc, \ub2e4\uc74c\uacfc \uac19\uc740 \ud55c\uacc4\uac00 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\ud76c\uc18c\uc131 \ubb38\uc81c: \ub370\uc774\ud130\uc5d0 \uc5c6\ub294 \ub2e8\uc5b4 \uc870\ud569\uc744 \uc608\uce21\ud558\uae30 \uc5b4\ub824\uc6c0<\/li>\n
\ucee8\ud14d\uc2a4\ud2b8 \uc81c\ud55c: \uace0\uc815\ub41c N\uac1c\uc758 \ub2e8\uc5b4\ub9cc \uace0\ub824\ud558\uc5ec \ubb38\ub9e5\uc744 \ub193\uce60 \uc218 \uc788\uc74c<\/li>\n
\ube44\uc6a9: \uacc4\uc0b0\ub7c9\uc774 \ub9ce\uace0 \ud070 \uc5b4\ud718\ub97c \ucc98\ub9ac\ud560 \ub54c \ube44\ud6a8\uc728\uc801\uc784<\/li>\n<\/ul>\n
2.2 \ub525 \ub7ec\ub2dd \uae30\ubc18 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \ubc1c\uc804<\/h3>\n
\ub525 \ub7ec\ub2dd \uae30\ubc18 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \uc704\uc758 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc774\ub4e4\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ubc29\ubc95\uc73c\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4:<\/p>\n
\n
\uc21c\ud658 \uc2e0\uacbd\ub9dd(RNN):<\/strong> \uc774\uc804 \uc2dc\uac04\uc758 \ucd9c\ub825\uc744 \ud604\uc7ac \uc785\ub825\uc5d0 \ucd94\uac00\ud558\uc5ec \ubc18\ubcf5\uc801\uc73c\ub85c \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uae34 \uc2dc\ud000\uc2a4\ub97c \ucc98\ub9ac\ud558\ub294 \ub370 \uc5b4\ub824\uc6c0\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
LSTM:<\/strong> RNN\uc758 \ubcc0\ud615\uc73c\ub85c, \uc7a5\uae30\uc801\uc778 \uc758\uc874\uc131\uc744 \ucc98\ub9ac\ud558\ub294 \ub370 \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubcf4\uc785\ub2c8\ub2e4. LSTM\uc740 ‘\uc140 \uc0c1\ud0dc(cell state)’\uc640 ‘\uac8c\uc774\ud2b8(gate)’\ub97c \ud65c\uc6a9\ud558\uc5ec \uc815\ubcf4\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ubcf4\uc874\ud569\ub2c8\ub2e4.<\/li>\n
\ud2b8\ub79c\uc2a4\ud3ec\uba38:<\/strong> \uc8fc\uc758 \uba54\ucee4\ub2c8\uc998(self-attention)\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub4e0 \uc785\ub825 \ub2e8\uc5b4 \uac04\uc758 \uad00\uacc4\ub97c \ub3d9\uc2dc\uc5d0 \uace0\ub824\ud569\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \ubcd1\ub82c \ucc98\ub9ac\uac00 \uac00\ub2a5\ud558\uace0 \uae34 \uc2dc\ud000\uc2a4\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
3. \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uc758 \uc774\ud574<\/h2>\n
\ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uc740 \uad6c\uae00\uc774 2017\ub144\uc5d0 \ubc1c\ud45c\ud55c \ub17c\ubb38\uc778 “Attention is All You Need”\uc5d0\uc11c \uc18c\uac1c\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \uc5b8\uc5b4 \ubaa8\ub378\ub9c1\uacfc \uae30\uacc4 \ubc88\uc5ed\uc5d0\uc11c \ub9e4\uc6b0 \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubcf4\uc5ec \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b8\ub79c\uc2a4\ud3ec\uba38\ub294 \ub450 \uac00\uc9c0 \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c\ub85c \uc774\ub8e8\uc5b4\uc838 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\uc778\ucf54\ub354(Encoder):<\/strong> \uc785\ub825 \uc2dc\ud000\uc2a4\ub97c \uc784\ubca0\ub529(embedding) \ubca1\ud130\ub85c \ubcc0\ud658\ud558\uace0 \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \ub0b4\ubd80 \ud45c\ud604\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n
\ub514\ucf54\ub354(Decoder):<\/strong> \uc778\ucf54\ub354\uc758 \ucd9c\ub825\uc744 \ubc14\ud0d5\uc73c\ub85c \ub2e4\uc74c \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\uba70 \ucd5c\uc885\uc801\uc778 \ucd9c\ub825 \uc2dc\ud000\uc2a4\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
3.1 \ud2b8\ub79c\uc2a4\ud3ec\uba38\uc758 \uad6c\uc870<\/h3>\n
\ud2b8\ub79c\uc2a4\ud3ec\uba38\ub294 \uc778\ucf54\ub354\uc640 \ub514\ucf54\ub354\uac00 \uac01\uac01 \uc5ec\ub7ec \uce35\uc73c\ub85c \uc313\uc778 \uad6c\uc870\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uce35\uc740 \ub450 \uac00\uc9c0 \ud558\uc704 \ub808\uc774\uc5b4\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4:<\/p>\n
\n
\uc140\ud504 \uc5b4\ud150\uc158(self-attention):<\/strong> \uc785\ub825 \uc2dc\ud000\uc2a4\uc758 \uac01 \ub2e8\uc5b4\uac00 \ub2e4\ub978 \ub2e8\uc5b4\uc640\uc758 \uad00\uacc4\ub97c \uace0\ub824\ud558\uc5ec \uac00\uc911\uce58\ub97c \uc870\uc815\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubb38\ub9e5\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\ud53c\ub4dc \ud3ec\uc6cc\ub4dc \uc2e0\uacbd\ub9dd(feed-forward neural network):<\/strong> \uac01 \ub2e8\uc5b4\uc758 \ud45c\ud604\uc744 \ubcc0\ud658\ud558\uc5ec \ubcf4\ub2e4 \ubcf5\uc7a1\ud55c \ud45c\ud604\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
3.2 \ud2b8\ub79c\uc2a4\ud3ec\uba38\uc758 \uc7a5\uc810<\/h3>\n
\ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uc7a5\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\ubcd1\ub82c \ucc98\ub9ac: \uc785\ub825 \ub2e8\uc5b4 \uac04\uc758 \uad00\uacc4\ub97c \ub3d9\uc2dc \ucc98\ub9ac\ud560 \uc218 \uc788\uc5b4 \ud559\uc2b5 \uc18d\ub3c4\uac00 \ube60\ub985\ub2c8\ub2e4.<\/li>\n
\uae34 \uc2dc\ud000\uc2a4 \ucc98\ub9ac: \uae34 \ubb38\uc7a5\uc774\ub098 \ud14d\uc2a4\ud2b8\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uac15\ud55c \ud45c\ud604\ub825: \ub2e4\uc591\ud55c \uc5b8\uc5b4\uc801 \ud328\ud134\uacfc \ubb38\ub9e5\uc744 \ud559\uc2b5\ud558\uc5ec \ub192\uc740 \uc131\ub2a5\uc744 \uc790\ub791\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
4. \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uc751\uc6a9<\/h2>\n
\ub525 \ub7ec\ub2dd \uae30\ubc18 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \uc5c5\ubb34\uc5d0 \uc751\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ub300\ud45c\uc801\uc778 \uc751\uc6a9 \uc0ac\ub840\uc785\ub2c8\ub2e4:<\/p>\n
\n
\uae30\uacc4 \ubc88\uc5ed(Machine Translation):<\/strong> \uc5b8\uc5b4 \ubaa8\ub378\uc740 \ud55c \uc5b8\uc5b4\uc5d0\uc11c \ub2e4\ub978 \uc5b8\uc5b4\ub85c \ud14d\uc2a4\ud2b8\ub97c \ubc88\uc5ed\ud560 \ub54c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uad6c\uae00 \ubc88\uc5ed, \ub525\uc5d8(DeepL) \ub4f1\uc758 \uc11c\ube44\uc2a4\uac00 \uc608\uc785\ub2c8\ub2e4.<\/li>\n
\ud14d\uc2a4\ud2b8 \uc0dd\uc131(Text Generation):<\/strong> \uc5b8\uc5b4 \ubaa8\ub378\uc740 \uc790\ub3d9\uc73c\ub85c \ud14d\uc2a4\ud2b8\ub97c \uc0dd\uc131\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\uba70, \ube14\ub85c\uadf8 \uae00, \ub274\uc2a4 \uae30\uc0ac, \uc18c\uc124 \ub4f1\uc744 \uc791\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uc9c8\ubb38 \ub2f5\ubcc0 \uc2dc\uc2a4\ud15c(Question Answering System):<\/strong> \uc0ac\uc6a9\uc790\uc758 \uc9c8\ubb38\uc5d0 \ub300\ud55c \ub2f5\ubcc0\uc744 \ucc3e\uae30 \uc704\ud574 \ub300\ub7c9\uc758 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\uc5d0\uc11c \ud544\uc694\ud55c \uc815\ubcf4\ub97c \ucd94\ucd9c\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc544\ub9c8\uc874 \uc54c\ub809\uc0ac, \uad6c\uae00 \uc5b4\uc2dc\uc2a4\ud134\ud2b8 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uac10\uc815 \ubd84\uc11d(Sentiment Analysis):<\/strong> \ud14d\uc2a4\ud2b8\uc758 \uac10\uc815\uc744 \ud30c\uc545\ud558\uc5ec \uae0d\uc815, \ubd80\uc815, \uc911\ub9bd\uc73c\ub85c \ubd84\ub958\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc18c\uc15c \ubbf8\ub514\uc5b4 \uc758\uacac \ubd84\uc11d, \uc0c1\ud488 \ub9ac\ubdf0 \ubd84\uc11d \ub4f1\uc774 \uc774 \ubc94\uc8fc\uc5d0 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/li>\n
\uc815\ubcf4 \uac80\uc0c9(Information Retrieval):<\/strong> \ub300\ub7c9\uc758 \ub370\uc774\ud130\uc5d0\uc11c \uc0ac\uc6a9\uc790\uac00 \ud544\uc694\ub85c \ud558\ub294 \uc815\ubcf4\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uac80\uc0c9\ud558\ub294 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n
5. \uacb0\ub860<\/h2>\n
\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub294 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \ubc1c\uc804\uc744 \ud1b5\ud574 \ub180\ub77c\uc6b4 \ubcc0\ud654\ub97c \uacbd\ud5d8\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uace0, \ud798\ub4e0 \ubb38\ub9e5\uacfc \uae34 \uc2dc\ud000\uc2a4\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub525 \ub7ec\ub2dd \uae30\ubc18\uc758 \ubaa8\ub378\ub4e4\uc774 \ub4f1\uc7a5\ud558\uc600\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uc740 \ub9ce\uc740 NLP \uacfc\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \ud601\uc2e0\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \uc81c\uacf5\ud558\uba70, \uc55e\uc73c\ub85c\ub3c4 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\uc5d0\uc11c \uadf8 \uac00\ub2a5\uc131\uc740 \ubb34\uad81\ubb34\uc9c4\ud569\ub2c8\ub2e4.<\/p>\n
\uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc640 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \ubc1c\uc804\uc740 \uc6b0\ub9ac\uc758 \uc77c\uc0c1 \uc0dd\ud65c\uacfc \ube44\uc988\ub2c8\uc2a4 \uc6b4\uc601\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce58\uace0 \uc788\uc73c\uba70, \ud5a5\ud6c4 AI\uc640 \ud568\uaed8 \ub354\uc6b1 \ubc1c\uc804\ud560 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc744 \ubc14\ud0d5\uc73c\ub85c \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c\uc758 \uc751\uc6a9 \uac00\ub2a5\uc131\uc744 \uace0\ub824\ud55c\ub2e4\uba74, \uc6b0\ub9ac\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \ubbf8\ub798\uc5d0 \ub300\ud574 \uae30\ub300\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
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\uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ud55c \ubd84\uc57c\ub85c, \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub294 \uae30\uacc4 \ubc88\uc5ed, \uac10\uc815 \ubd84\uc11d, \uc9c8\ubb38 \ub2f5\ubcc0 \uc2dc\uc2a4\ud15c, \uc815\ubcf4 \uac80\uc0c9 \ub4f1 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uadfc \ub525 \ub7ec\ub2dd\uc758 \ubc1c\uc804\uc73c\ub85c \uc778\ud574 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ub9ce\uc740 \ud601\uc2e0\uc774 \uc77c\uc5b4\ub098\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \uc5b8\uc5b4 \ubaa8\ub378(Language Model)\uc758 \ubc1c\uc804\uc774 \ub450\ub4dc\ub7ec\uc9d1\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c … \ub354 \ubcf4\uae30 “\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc5b8\uc5b4 \ubaa8\ub378(Language Model)”<\/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-25207","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"\n\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc5b8\uc5b4 \ubaa8\ub378(Language Model) - 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