\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860 - \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\/29522\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uae30\uacc4 \ud559\uc2b5 \ubc0f \ud2b9\ud788 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \ubc1c\uc804\uacfc \ud568\uaed8, \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uc740 \ub2e8\uc5b4 \uc784\ubca0\ub529, \ubb38\uc7a5 \uc0dd\uc131 \ubc0f \uae30\ud0c0 \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \uacb0\uacfc\ub97c \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\uc911\uc5d0\uc11c\ub3c4 BART(Bidirectional and Auto-Regressive Transformers)\ub294 \ud14d\uc2a4\ud2b8 \uc0dd\uc131, \uc694\uc57d, \ubc88\uc5ed \ub4f1 \uc5ec\ub7ec NLP \uc791\uc5c5\uc5d0\uc11c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubcf4\uc774\ub294 \ubaa8\ub378\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. BART \uc18c\uac1c BART\ub294 Facebook AI Research(Fair)\uc5d0\uc11c \uac1c\ubc1c\ud55c \ubaa8\ub378\ub85c\uc11c, \uae30\ubcf8\uc801\uc73c\ub85c \ub450 \uac00\uc9c0 \uc544\ud0a4\ud14d\ucc98\ub97c \uacb0\ud569\ud569\ub2c8\ub2e4: Encoder-Decoder … \ub354 \ubcf4\uae30 "\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/29522\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-28T01:55:16+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:52:25+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\t<meta name=\"twitter:label2\" content=\"\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/29522\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29522\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860\",\"datePublished\":\"2024-10-28T01:55:16+00:00\",\"dateModified\":\"2024-11-26T06:52:25+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29522\/\"},\"wordCount\":78,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ud5c8\uae45\ud398\uc774\uc2a4 \ud65c\uc6a9\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/29522\/\",\"url\":\"https:\/\/atmokpo.com\/w\/29522\/\",\"name\":\"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#website\"},\"datePublished\":\"2024-10-28T01:55:16+00:00\",\"dateModified\":\"2024-11-26T06:52:25+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29522\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/atmokpo.com\/w\/29522\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/atmokpo.com\/w\/29522\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\ud648\",\"item\":\"https:\/\/atmokpo.com\/w\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/atmokpo.com\/w\/#website\",\"url\":\"https:\/\/atmokpo.com\/w\/\",\"name\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/atmokpo.com\/w\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ko-KR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\",\"name\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"url\":\"https:\/\/atmokpo.com\/w\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png\",\"contentUrl\":\"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png\",\"width\":400,\"height\":400,\"caption\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\"},\"image\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/bebubo4\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\",\"name\":\"root\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g\",\"caption\":\"root\"},\"sameAs\":[\"http:\/\/atmokpo.com\/w\"],\"url\":\"https:\/\/atmokpo.com\/w\/author\/root\/\"}]}<\/script>\n","yoast_head_json":{"title":"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/atmokpo.com\/w\/29522\/","og_locale":"ko_KR","og_type":"article","og_title":"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","og_description":"\uae30\uacc4 \ud559\uc2b5 \ubc0f \ud2b9\ud788 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \ubc1c\uc804\uacfc \ud568\uaed8, \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uc740 \ub2e8\uc5b4 \uc784\ubca0\ub529, \ubb38\uc7a5 \uc0dd\uc131 \ubc0f \uae30\ud0c0 \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \uacb0\uacfc\ub97c \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\uc911\uc5d0\uc11c\ub3c4 BART(Bidirectional and Auto-Regressive Transformers)\ub294 \ud14d\uc2a4\ud2b8 \uc0dd\uc131, \uc694\uc57d, \ubc88\uc5ed \ub4f1 \uc5ec\ub7ec NLP \uc791\uc5c5\uc5d0\uc11c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubcf4\uc774\ub294 \ubaa8\ub378\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. BART \uc18c\uac1c BART\ub294 Facebook AI Research(Fair)\uc5d0\uc11c \uac1c\ubc1c\ud55c \ubaa8\ub378\ub85c\uc11c, \uae30\ubcf8\uc801\uc73c\ub85c \ub450 \uac00\uc9c0 \uc544\ud0a4\ud14d\ucc98\ub97c \uacb0\ud569\ud569\ub2c8\ub2e4: Encoder-Decoder … \ub354 \ubcf4\uae30 \"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860\"","og_url":"https:\/\/atmokpo.com\/w\/29522\/","og_site_name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","article_published_time":"2024-10-28T01:55:16+00:00","article_modified_time":"2024-11-26T06:52:25+00:00","author":"root","twitter_card":"summary_large_image","twitter_creator":"@bebubo4","twitter_site":"@bebubo4","twitter_misc":{"\uae00\uc4f4\uc774":"root","\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04":"1\ubd84"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/atmokpo.com\/w\/29522\/#article","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/29522\/"},"author":{"name":"root","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7"},"headline":"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860","datePublished":"2024-10-28T01:55:16+00:00","dateModified":"2024-11-26T06:52:25+00:00","mainEntityOfPage":{"@id":"https:\/\/atmokpo.com\/w\/29522\/"},"wordCount":78,"publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"articleSection":["\ud5c8\uae45\ud398\uc774\uc2a4 \ud65c\uc6a9"],"inLanguage":"ko-KR"},{"@type":"WebPage","@id":"https:\/\/atmokpo.com\/w\/29522\/","url":"https:\/\/atmokpo.com\/w\/29522\/","name":"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/#website"},"datePublished":"2024-10-28T01:55:16+00:00","dateModified":"2024-11-26T06:52:25+00:00","breadcrumb":{"@id":"https:\/\/atmokpo.com\/w\/29522\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/atmokpo.com\/w\/29522\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/atmokpo.com\/w\/29522\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\ud648","item":"https:\/\/atmokpo.com\/w\/en\/"},{"@type":"ListItem","position":2,"name":"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860"}]},{"@type":"WebSite","@id":"https:\/\/atmokpo.com\/w\/#website","url":"https:\/\/atmokpo.com\/w\/","name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","description":"","publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/atmokpo.com\/w\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/atmokpo.com\/w\/#organization","name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","url":"https:\/\/atmokpo.com\/w\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/","url":"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png","contentUrl":"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png","width":400,"height":400,"caption":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8"},"image":{"@id":"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/bebubo4"]},{"@type":"Person","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7","name":"root","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g","caption":"root"},"sameAs":["http:\/\/atmokpo.com\/w"],"url":"https:\/\/atmokpo.com\/w\/author\/root\/"}]}},"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/29522","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/comments?post=29522"}],"version-history":[{"count":1,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/29522\/revisions"}],"predecessor-version":[{"id":29523,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/29522\/revisions\/29523"}],"wp:attachment":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/media?parent=29522"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/categories?post=29522"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/tags?post=29522"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

from transformers import BartTokenizer, BartForConditionalGeneration\n\n# BART \ubaa8\ub378\uacfc \ud1a0\ud06c\ub098\uc774\uc800 \ubd88\ub7ec\uc624\uae30\ntokenizer = BartTokenizer.from_pretrained('facebook\/bart-large-cnn')\nmodel = BartForConditionalGeneration.from_pretrained('facebook\/bart-large-cnn')\n\n# \uc694\uc57d\ud560 \ud14d\uc2a4\ud2b8\ntext = \"\"\"\nDeep learning is a subset of machine learning that is based on artificial neural networks.\nIt is used for various applications such as image recognition, natural language processing,\nand more. Deep learning allows computers to learn from data in a hierarchical manner,\nenabling them to achieve high accuracy in various tasks.\n\"\"\"\n\n# \ud14d\uc2a4\ud2b8\ub97c \ud1a0\ud06c\ub098\uc774\uc988\ud558\uace0 \uc694\uc57d \ubaa8\ub378\uc5d0 \uc785\ub825\ninputs = tokenizer(text, return_tensors='pt', max_length=1024, truncation=True)\n\n# \uc694\uc57d \uc0dd\uc131\nsummary_ids = model.generate(inputs['input_ids'], max_length=50, min_length=25, length_penalty=2.0, num_beams=4, early_stopping=True)\n\n# \uc694\uc57d\ub41c \ud14d\uc2a4\ud2b8 \ub514\ucf54\ub529\nsummary = tokenizer.decode(summary_ids[0], skip_special_tokens=True)\nprint(\"\uc694\uc57d:\", summary)\n<\/code><\/pre>\n<\/div>\n\ucf54\ub4dc \uc124\uba85<\/h3>\n\n\ub77c\uc774\ube0c\ub7ec\ub9ac \uc784\ud3ec\ud2b8:<\/strong> `transformers` \ub77c\uc774\ube0c\ub7ec\ub9ac\uc5d0\uc11c BART \ubaa8\ub378\uacfc \ud1a0\ud06c\ub098\uc774\uc800\ub97c \uc784\ud3ec\ud2b8\ud569\ub2c8\ub2e4.<\/li>\n
\ubaa8\ub378\uacfc \ud1a0\ud06c\ub098\uc774\uc800 \ubd88\ub7ec\uc624\uae30:<\/strong> `facebook\/bart-large-cnn`\uc758 \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uacfc \ud1a0\ud06c\ub098\uc774\uc800\ub97c \uac00\uc838\uc635\ub2c8\ub2e4.<\/li>\n
\uc785\ub825 \ud14d\uc2a4\ud2b8:<\/strong> \uc694\uc57d\ud560 \uae34 \ud14d\uc2a4\ud2b8\ub97c \uc124\uc815\ud569\ub2c8\ub2e4.<\/li>\n
\ud1a0\ud06c\ub098\uc774\uc9d5:<\/strong> \uc785\ub825 \ud14d\uc2a4\ud2b8\ub97c \ud1a0\ud06c\ub098\uc774\uc988\ud558\uace0 \ud150\uc11c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/li>\n
\uc694\uc57d \uc0dd\uc131:<\/strong> `generate` \uba54\uc11c\ub4dc\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc694\uc57d\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n
\uacb0\uacfc \ucd9c\ub825:<\/strong> \uc0dd\uc131\ub41c \uc694\uc57d\uc744 \ub514\ucf54\ub529\ud558\uc5ec \ucd9c\ub825\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\ucee8\ud2b8\ub864 \ud30c\ub77c\ubbf8\ud130 \uc124\uba85<\/h2>\n\uc704\uc758 \ucf54\ub4dc\ub294 \ub2e4\uc591\ud55c \ucee8\ud2b8\ub864 \ud30c\ub77c\ubbf8\ud130\ub97c \ud1b5\ud574 \uc694\uc57d\uc758 \ud488\uc9c8\uc744 \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \ud30c\ub77c\ubbf8\ud130\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4:<\/p>\n
\nmax_length:<\/strong> \uc0dd\uc131\ub420 \uc694\uc57d\uc758 \ucd5c\ub300 \uae38\uc774\uc785\ub2c8\ub2e4.<\/li>\n
min_length:<\/strong> \uc0dd\uc131\ub420 \uc694\uc57d\uc758 \ucd5c\uc18c \uae38\uc774\uc785\ub2c8\ub2e4.<\/li>\n
length_penalty:<\/strong> \uc694\uc57d \uae38\uc774\uc5d0 \ub300\ud55c \ubc8c\uc810\uc73c\ub85c, \uae38\uba74 \uae38\uc218\ub85d \ub0ae\uc740 \uc810\uc218\ub97c \uc8fc\uc5b4 \uae38\uc774\ub97c \uc870\uc815\ud569\ub2c8\ub2e4.<\/li>\n
num_beams:<\/strong> \ube54 \ud0d0\uc0c9\uc5d0\uc11c \uc0ac\uc6a9\ud560 \ube54 \uc218\ub85c, \uac12\uc774 \ub192\uc744\uc218\ub85d \ub354 \ub9ce\uc740 \ud6c4\ubcf4\ub97c \ud0d0\uc0c9\ud569\ub2c8\ub2e4.<\/li>\n
early_stopping:<\/strong> \ucd5c\uc801\uc758 \uc694\uc57d\uc774 \uc0dd\uc131\ub418\uba74 \uacfc\uc815 \uc911\ub2e8 \uc5ec\ubd80\ub97c \uacb0\uc815\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\nBART\uc758 \ub2e4\uc591\ud55c \ud65c\uc6a9 \uc608<\/h2>\nBART\ub294 \uc694\uc57d \uc678\uc5d0\ub3c4 \uc5ec\ub7ec NLP \uc791\uc5c5\uc5d0 \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 BART\uc758 \uc8fc\uc694 \ud65c\uc6a9 \uc608\uc2dc\uc785\ub2c8\ub2e4:<\/p>\n
1. \uae30\uacc4 \ubc88\uc5ed<\/h3>\nBART\ub294 \uc785\ub825 \ud14d\uc2a4\ud2b8\ub97c \ub2e4\ub978 \uc5b8\uc5b4\ub85c \ubcc0\ud658\ud558\ub294 \ubc88\uc5ed \uc791\uc5c5\uc5d0\ub3c4 \ud6a8\uacfc\uc801\uc73c\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc6d0\ubcf8 \uc5b8\uc5b4\uc5d0\uc11c \ubaa9\ud45c \uc5b8\uc5b4\ub85c\uc758 \ubc88\uc5ed\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
2. \uc9c8\ubb38 \uc751\ub2f5<\/h3>\nBART\ub294 \uc8fc\uc5b4\uc9c4 \uc9c8\ubb38\uc5d0 \ub300\ud55c \ub2f5\ubcc0\uc744 \uc0dd\uc131\ud558\ub294 \uc791\uc5c5\uc5d0\uc11c\ub3c4 \uac15\ub825\ud55c \uc131\ub2a5\uc744 \ubcf4\uc785\ub2c8\ub2e4.<\/p>\n
3. \ud14d\uc2a4\ud2b8 \uc0dd\uc131<\/h3>\n\uc790\uc720\ub85c\uc6b4 \ud615\uc2dd\uc758 \ud14d\uc2a4\ud2b8 \uc0dd\uc131 \uc791\uc5c5\uc5d0\uc11c\ub3c4 BART\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud488\uc9c8 \ub192\uc740 \ud14d\uc2a4\ud2b8\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\ubaa8\ub378 \uc131\ub2a5 \ud3c9\uac00<\/h2>\nBART \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \uc9c0\ud45c\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c\ub294 ROUGE \uc9c0\ud45c\uac00 \ub9ce\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. ROUGE\ub294 \uae30\uacc4 \uc0dd\uc131 \uc694\uc57d\uacfc \uc778\uac04 \uc694\uc57d \uac04\uc758 \uc720\uc0ac\uc131\uc744 \uce21\uc815\ud558\ub294 \uc9c0\ud45c\ub85c, F1 \uc810\uc218, \ub9ac\ucf5c \ub4f1 \uc5ec\ub7ec \uc9c0\ud45c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n
ROUGE \uc810\uc218 \uacc4\uc0b0<\/h3>\n\ub2e4\uc74c\uc740 Python\uc744 \uc0ac\uc6a9\ud558\uc5ec ROUGE \uc810\uc218\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc758 \uc608\uc785\ub2c8\ub2e4:<\/p>\n
\nfrom rouge import Rouge\n\n# \uc778\uac04 \uc694\uc57d\uacfc \ubaa8\ub378 \uc694\uc57d\nhuman_summary = \"Deep learning is a subset of machine learning.\"\nmodel_summary = summary  # \uc704\uc5d0\uc11c \uc0dd\uc131\ud55c \ubaa8\ub378 \uc694\uc57d\n\n# ROUGE \ud3c9\uac00\uc790 \uac1d\uccb4 \uc0dd\uc131\nrouge = Rouge()\n\n# ROUGE \uc810\uc218 \uacc4\uc0b0\nscores = rouge.get_scores(model_summary, human_summary)\nprint(\"ROUGE \uc810\uc218:\", scores)\n<\/code><\/pre>\n<\/div>\n\uacb0\ub860<\/h2>\nBART \ubaa8\ub378\uc740 \ud6a8\uacfc\uc801\uc778 \ud14d\uc2a4\ud2b8 \uc694\uc57d, \ubc88\uc5ed, \uc9c8\ubb38 \uc751\ub2f5 \ub4f1 \ub2e4\uc591\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uc791\uc5c5\uc5d0 \uc801\uc6a9\ub420 \uc218 \uc788\ub294 \ub9e4\uc6b0 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. Hugging Face\uc758 Transformers \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ud1b5\ud574 \uc190\uc27d\uac8c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc73c\uba70, \ub9ce\uc740 \uc5f0\uad6c\uc790\uc640 \uac1c\ubc1c\uc790\ub4e4\uc774 \uc774\ub97c \ud65c\uc6a9\ud558\uc5ec NLP \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \uc131\uacfc\ub97c \ub0b4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uac15\uc88c\ub97c \ud1b5\ud574 BART\uc758 \uae30\ubcf8 \uac1c\ub150 \ubc0f \ud65c\uc6a9 \ubc29\ubc95\uc744 \uc774\ud574\ud558\uace0, \uc2e4\uc81c\ub85c \ud14d\uc2a4\ud2b8 \uc694\uc57d\uc744 \uc218\ud589\ud558\ub294 \uacbd\ud5d8\uc744 \uc313\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n
\ucc38\uace0 \uc790\ub8cc<\/h2>\n\nHugging Face BART \ubb38\uc11c<\/a><\/li>\n
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Processing<\/a><\/li>\n<\/ul>\n<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"\uae30\uacc4 \ud559\uc2b5 \ubc0f \ud2b9\ud788 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \ubc1c\uc804\uacfc \ud568\uaed8, \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uc740 \ub2e8\uc5b4 \uc784\ubca0\ub529, \ubb38\uc7a5 \uc0dd\uc131 \ubc0f \uae30\ud0c0 \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \uacb0\uacfc\ub97c \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\uc911\uc5d0\uc11c\ub3c4 BART(Bidirectional and Auto-Regressive Transformers)\ub294 \ud14d\uc2a4\ud2b8 \uc0dd\uc131, \uc694\uc57d, \ubc88\uc5ed \ub4f1 \uc5ec\ub7ec NLP \uc791\uc5c5\uc5d0\uc11c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubcf4\uc774\ub294 \ubaa8\ub378\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. BART \uc18c\uac1c BART\ub294 Facebook AI Research(Fair)\uc5d0\uc11c \uac1c\ubc1c\ud55c \ubaa8\ub378\ub85c\uc11c, \uae30\ubcf8\uc801\uc73c\ub85c \ub450 \uac00\uc9c0 \uc544\ud0a4\ud14d\ucc98\ub97c \uacb0\ud569\ud569\ub2c8\ub2e4: Encoder-Decoder … \ub354 \ubcf4\uae30 “\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860”<\/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":[30],"tags":[],"class_list":["post-29522","post","type-post","status-publish","format-standard","hentry","category-30"],"yoast_head":"\n\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860 - \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\/29522\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uae30\uacc4 \ud559\uc2b5 \ubc0f \ud2b9\ud788 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \ubc1c\uc804\uacfc \ud568\uaed8, \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uc740 \ub2e8\uc5b4 \uc784\ubca0\ub529, \ubb38\uc7a5 \uc0dd\uc131 \ubc0f \uae30\ud0c0 \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \uacb0\uacfc\ub97c \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\uc911\uc5d0\uc11c\ub3c4 BART(Bidirectional and Auto-Regressive Transformers)\ub294 \ud14d\uc2a4\ud2b8 \uc0dd\uc131, \uc694\uc57d, \ubc88\uc5ed \ub4f1 \uc5ec\ub7ec NLP \uc791\uc5c5\uc5d0\uc11c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubcf4\uc774\ub294 \ubaa8\ub378\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. BART \uc18c\uac1c BART\ub294 Facebook AI Research(Fair)\uc5d0\uc11c \uac1c\ubc1c\ud55c \ubaa8\ub378\ub85c\uc11c, \uae30\ubcf8\uc801\uc73c\ub85c \ub450 \uac00\uc9c0 \uc544\ud0a4\ud14d\ucc98\ub97c \uacb0\ud569\ud569\ub2c8\ub2e4: Encoder-Decoder … \ub354 \ubcf4\uae30 "\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/29522\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-28T01:55:16+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:52:25+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\t<meta name=\"twitter:label2\" content=\"\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/29522\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29522\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860\",\"datePublished\":\"2024-10-28T01:55:16+00:00\",\"dateModified\":\"2024-11-26T06:52:25+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29522\/\"},\"wordCount\":78,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ud5c8\uae45\ud398\uc774\uc2a4 \ud65c\uc6a9\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/29522\/\",\"url\":\"https:\/\/atmokpo.com\/w\/29522\/\",\"name\":\"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#website\"},\"datePublished\":\"2024-10-28T01:55:16+00:00\",\"dateModified\":\"2024-11-26T06:52:25+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/atmokpo.com\/w\/29522\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/atmokpo.com\/w\/29522\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/atmokpo.com\/w\/29522\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\ud648\",\"item\":\"https:\/\/atmokpo.com\/w\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/atmokpo.com\/w\/#website\",\"url\":\"https:\/\/atmokpo.com\/w\/\",\"name\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/atmokpo.com\/w\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ko-KR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\",\"name\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\",\"url\":\"https:\/\/atmokpo.com\/w\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png\",\"contentUrl\":\"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png\",\"width\":400,\"height\":400,\"caption\":\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\"},\"image\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/bebubo4\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\",\"name\":\"root\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g\",\"caption\":\"root\"},\"sameAs\":[\"http:\/\/atmokpo.com\/w\"],\"url\":\"https:\/\/atmokpo.com\/w\/author\/root\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/atmokpo.com\/w\/29522\/","og_locale":"ko_KR","og_type":"article","og_title":"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","og_description":"\uae30\uacc4 \ud559\uc2b5 \ubc0f \ud2b9\ud788 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \ubc1c\uc804\uacfc \ud568\uaed8, \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uc740 \ub2e8\uc5b4 \uc784\ubca0\ub529, \ubb38\uc7a5 \uc0dd\uc131 \ubc0f \uae30\ud0c0 \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \uacb0\uacfc\ub97c \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\uc911\uc5d0\uc11c\ub3c4 BART(Bidirectional and Auto-Regressive Transformers)\ub294 \ud14d\uc2a4\ud2b8 \uc0dd\uc131, \uc694\uc57d, \ubc88\uc5ed \ub4f1 \uc5ec\ub7ec NLP \uc791\uc5c5\uc5d0\uc11c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubcf4\uc774\ub294 \ubaa8\ub378\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. BART \uc18c\uac1c BART\ub294 Facebook AI Research(Fair)\uc5d0\uc11c \uac1c\ubc1c\ud55c \ubaa8\ub378\ub85c\uc11c, \uae30\ubcf8\uc801\uc73c\ub85c \ub450 \uac00\uc9c0 \uc544\ud0a4\ud14d\ucc98\ub97c \uacb0\ud569\ud569\ub2c8\ub2e4: Encoder-Decoder … \ub354 \ubcf4\uae30 \"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860\"","og_url":"https:\/\/atmokpo.com\/w\/29522\/","og_site_name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","article_published_time":"2024-10-28T01:55:16+00:00","article_modified_time":"2024-11-26T06:52:25+00:00","author":"root","twitter_card":"summary_large_image","twitter_creator":"@bebubo4","twitter_site":"@bebubo4","twitter_misc":{"\uae00\uc4f4\uc774":"root","\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04":"1\ubd84"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/atmokpo.com\/w\/29522\/#article","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/29522\/"},"author":{"name":"root","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7"},"headline":"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860","datePublished":"2024-10-28T01:55:16+00:00","dateModified":"2024-11-26T06:52:25+00:00","mainEntityOfPage":{"@id":"https:\/\/atmokpo.com\/w\/29522\/"},"wordCount":78,"publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"articleSection":["\ud5c8\uae45\ud398\uc774\uc2a4 \ud65c\uc6a9"],"inLanguage":"ko-KR"},{"@type":"WebPage","@id":"https:\/\/atmokpo.com\/w\/29522\/","url":"https:\/\/atmokpo.com\/w\/29522\/","name":"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","isPartOf":{"@id":"https:\/\/atmokpo.com\/w\/#website"},"datePublished":"2024-10-28T01:55:16+00:00","dateModified":"2024-11-26T06:52:25+00:00","breadcrumb":{"@id":"https:\/\/atmokpo.com\/w\/29522\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/atmokpo.com\/w\/29522\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/atmokpo.com\/w\/29522\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\ud648","item":"https:\/\/atmokpo.com\/w\/en\/"},{"@type":"ListItem","position":2,"name":"\ud5c8\uae45\ud398\uc774\uc2a4 \ud2b8\ub80c\uc2a4\ud3ec\uba38 \ud65c\uc6a9\uac15\uc88c, BART \ucd94\ub860"}]},{"@type":"WebSite","@id":"https:\/\/atmokpo.com\/w\/#website","url":"https:\/\/atmokpo.com\/w\/","name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","description":"","publisher":{"@id":"https:\/\/atmokpo.com\/w\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/atmokpo.com\/w\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/atmokpo.com\/w\/#organization","name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","url":"https:\/\/atmokpo.com\/w\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/","url":"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png","contentUrl":"https:\/\/atmokpo.com\/w\/wp-content\/uploads\/2024\/11\/logo.png","width":400,"height":400,"caption":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8"},"image":{"@id":"https:\/\/atmokpo.com\/w\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/bebubo4"]},{"@type":"Person","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7","name":"root","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/atmokpo.com\/w\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/708197b41fc6435a7ce22d951b25d4a47e9e904270cb1f04682d4f025066f80c?s=96&d=mm&r=g","caption":"root"},"sameAs":["http:\/\/atmokpo.com\/w"],"url":"https:\/\/atmokpo.com\/w\/author\/root\/"}]}},"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/29522","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/comments?post=29522"}],"version-history":[{"count":1,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/29522\/revisions"}],"predecessor-version":[{"id":29523,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/29522\/revisions\/29523"}],"wp:attachment":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/media?parent=29522"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/categories?post=29522"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/tags?post=29522"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

BART\uc758 \ub2e4\uc591\ud55c \ud65c\uc6a9 \uc608<\/h2>\n
BART\ub294 \uc694\uc57d \uc678\uc5d0\ub3c4 \uc5ec\ub7ec NLP \uc791\uc5c5\uc5d0 \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 BART\uc758 \uc8fc\uc694 \ud65c\uc6a9 \uc608\uc2dc\uc785\ub2c8\ub2e4:<\/p>\n

2. \uc9c8\ubb38 \uc751\ub2f5<\/h3>\n
BART\ub294 \uc8fc\uc5b4\uc9c4 \uc9c8\ubb38\uc5d0 \ub300\ud55c \ub2f5\ubcc0\uc744 \uc0dd\uc131\ud558\ub294 \uc791\uc5c5\uc5d0\uc11c\ub3c4 \uac15\ub825\ud55c \uc131\ub2a5\uc744 \ubcf4\uc785\ub2c8\ub2e4.<\/p>\n

3. \ud14d\uc2a4\ud2b8 \uc0dd\uc131<\/h3>\n
\uc790\uc720\ub85c\uc6b4 \ud615\uc2dd\uc758 \ud14d\uc2a4\ud2b8 \uc0dd\uc131 \uc791\uc5c5\uc5d0\uc11c\ub3c4 BART\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud488\uc9c8 \ub192\uc740 \ud14d\uc2a4\ud2b8\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n