{"id":8558,"date":"2023-04-28T10:45:37","date_gmt":"2023-04-28T01:45:37","guid":{"rendered":"http:\/\/infosec.pusan.ac.kr\/?page_id=8558"},"modified":"2025-12-23T23:07:42","modified_gmt":"2025-12-23T14:07:42","slug":"sub35","status":"publish","type":"page","link":"https:\/\/infosec.pusan.ac.kr\/index.php\/sub35\/","title":{"rendered":"AI\uae30\ubc18 \uc790\uc5f0\uc5b4\ucc98\ub9ac"},"content":{"rendered":"<div class=\"sub31\">\n<p>\t<!-- sub tab --><\/p>\n<div class=\"sub_tab\">\n<ul>\n<li><a href=\"index.php\/sub31\">AI\ubcf4\uc548 \ubc0f \uc0b0\uc5c5\uc6a9 AI<\/a><\/li>\n<li><a class=\"on\">AI\uae30\ubc18 \uc790\uc5f0\uc5b4\ucc98\ub9ac<\/a><\/li>\n<li><a href=\"index.php\/sub32\">\ubc18\ub3c4\uccb4SoC \ubc0f \ubcf4\uc548<span class=\"pc840_v\"><\/span><\/a><\/li>\n<li><a href=\"index.php\/sub33\">\ube14\ub85d\uccb4\uc778<span class=\"pc840_v\"><\/span><\/a><\/li>\n<li><a href=\"index.php\/sub34\"><span class=\"pc840_v\">\uc591\uc790\ucef4\ud4e8\ud305 \ubc0f \uc554\ud638 \ud574\ub3c5<\/span><\/a><\/li>\n<li><a href=\"index.php\/port-simulation\">\ud56d\ub9cc \uc2dc\ubbac\ub808\uc774\uc158<\/a><\/li>\n<\/ul><\/div>\n<div class=\"space20\"><\/div>\n<h1>Artificial Intelligence-based natural language processing<\/h1>\n<div class=\"line6\"><\/div>\n<div class=\"space20\"><\/div>\n<div class=\"sub_content_title\">\ucd08\uac70\ub300 \uc5b8\uc5b4\ubaa8\ub378(LLM) \uc5f0\uad6c \ubc0f LLM\uae30\ubc18 \uc11c\ube44\uc2a4 \uc5f0\uad6c(Research on LLM and its applications to Services)<\/div>\n<div class=\"sub_content_txt\">\n<dl>\n<dt>\u25a0 <\/dt>\n<dd> \ucd08\uac70\ub300 \uc5b8\uc5b4\ubaa8\ub378 \uae30\ubc18 \uae30\uc220 \uc5f0\uad6c<\/dd>\n<dt>\u2013<\/dt>\n<dd>\ucd5c\uc2e0 NLP \uae30\uc220 \uc2ec\uce35 \ubd84\uc11d (Transformer, Pre-trained LLM, ChatGPT \ub4f1)<\/dd>\n<dt>\u2013<\/dt>\n<dd>\ucd08\uac70\ub300 \uc5b8\uc5b4\ubaa8\ub378(LLM) \uacbd\ub7c9\ud654\ub97c \uc704\ud55c Quantization, Pruning, Knowledge distillation \uae30\ubc95 \uc5f0\uad6c<\/dd>\n<dt>\u2013<\/dt>\n<dd>LLM \ubaa8\ub378\uc5d0 \ub300\ud55c \ud6a8\uc728\uc801\uc778 training \uae30\ubc95 \uc5f0\uad6c(\uac15\ud654\ud559\uc2b5 \uc5f0\ub3d9, Dynamic batching \uae30\ubc95 \ub4f1)<\/dd>\n<dt>\u2013<\/dt>\n<dd>LLM \ubaa8\ub378\uc744 \uc704\ud55c \ub370\uc774\ud130 augmentation, synthetic data, \ud559\uc2b5 \ub370\uc774\ud130 \uc0dd\uc131 \uae30\ubc95 \uc5f0\uad6c<\/dd>\n<dt>\u25a0 <\/dt>\n<dd> LLM \uae30\ubc18 \ub3c4\uba54\uc778 \ud2b9\ud654 \uc751\uc6a9 \uc5f0\uad6c<\/dd>\n<dt>\u2013<\/dt>\n<dd>\uc751\uc6a9 \ub3c4\uba54\uc778 \ud2b9\ud654 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ubc29\uc548 \uc5f0\uad6c<\/dd>\n<dt>\u2013<\/dt>\n<dd>\uac15\ud654\ud559\uc2b5 \uae30\ubc18 \ub3c4\uba54\uc778 \ud2b9\ud654 LLM Application \uad6c\ud604 \ubc29\uc548 \uc5f0\uad6c<\/dd>\n<dt>\u2013<\/dt>\n<dd>\ub3c4\uba54\uc778 \ud2b9\ud654 LLM training data \uc0dd\uc131 \uc5f0\uad6c<\/dd>\n<dt>\u25a0 <\/dt>\n<dd> \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uc804\ucc98\ub9ac \uae30\uc220 \uc5f0\uad6c<\/dd>\n<dt>\u2013<\/dt>\n<dd>\uac1c\uccb4\uba85 \uc778\uc2dd \uae30\ubc18 \ub370\uc774\ud130 \ubd84\uc11d \uae30\uc220 \uc5f0\uad6c<\/dd>\n<dt>\u2013<\/dt>\n<dd>\ub3c4\uba54\uc778 \ud2b9\ud654 \ud1a0\ud06c\ub098\uc774\uc800 \uae30\uc220 \uc5f0\uad6c<\/dd>\n<dt>&#8211; <\/dt>\n<dd>\ub3c4\uba54\uc778 \ud2b9\ud654 \ud14d\uc2a4\ud2b8 \uc804\ucc98\ub9ac \ud30c\uc774\ud504\ub77c\uc778 \uad6c\ud604 \uc5f0\uad6c<\/dd>\n<\/dl><\/div>\n<div class=\"sub_img\">\n<h3>[ChatGPT\uc5d0\uc11c \uc0ac\uc6a9\ud55c LLM \ubaa8\ub378 training \ubc29\ubc95\ub860]<\/h3>\n<div class=\"clear\"><\/div>\n<p>\t\t<img decoding=\"async\" src=\"https:\/\/infosec.pusan.ac.kr\/wp-content\/uploads\/2023\/04\/LLM\u1106\u1169\u1103\u1166\u11af-training\u1107\u1161\u11bc\u1107\u1165\u11b8\u1105\u1169\u11ab.png\" alt=\"ChatGPT\uc5d0\uc11c \uc0ac\uc6a9\ud55c LLM \ubaa8\ub378 training \ubc29\ubc95\ub860\" \/>\n\t<\/div>\n<div class=\"space40\"><\/div>\n<div class=\"sub_content_title\">\ub525\ub7ec\ub2dd \uae30\ubc18\uc758 \ud14c\uc2a4\ud2b8 \uc2a4\ud06c\ub9bd\ud2b8 \uc0dd\uc131 \ubaa8\ub378 \uac1c\ubc1c(Research on Test Script Generation Automation System on Deep Learning)<\/div>\n<div class=\"sub_content_txt\">\n<dl>\n<dt>\u25a0 <\/dt>\n<dd> \uc778\uacf5\uc9c0\ub2a5 \uae30\ubc18 \ud14c\uc2a4\ud2b8 \uc2a4\ud06c\ub9bd\ud2b8 \uc0dd\uc131 RPA(Robotic Process Automation) \uc2dc\uc2a4\ud15c \uac1c\ubc1c<\/dd>\n<dt>\u2013<\/dt>\n<dd>Transformer[1], GPT-2[2] \ub4f1\uc744 \ud65c\uc6a9\ud55c \uc5c5\ubb34 \ud2b9\ud654 \uc790\uc5f0\uc5b4 \uc0dd\uc131 \ubaa8\ub378 \uad6c\ud604 \uc5f0\uad6c<\/dd>\n<dt>\u2013<\/dt>\n<dd>Beam Search, Top-K, Top-P \ub4f1 \ub2e4\uc591\ud55c decoding \uc804\ub7b5 \uc5f0\uad6c <\/dd>\n<dt>\u25a0 <\/dt>\n<dd> LG\uc804\uc790 \uc5d0\uc5b4\uc194\ub8e8\uc158\uc5f0\uad6c\uc18c\uc640 \uae34\ubc00\ud55c \ud611\ub825\uc744 \ud1b5\ud55c \uc0b0\ud559\uacfc\uc81c \uc9c4\ud589<\/dd>\n<\/dl><\/div>\n<div class=\"sub_img\">\n<h3>[\ud14c\uc2a4\ud2b8 \uc2a4\ud06c\ub9bd\ud2b8 \uc2dc\uc2a4\ud15c \uad6c\uc131\ub3c4 (LG\uc804\uc790 \uc0b0\ud559\uacfc\uc81c)]<\/h3>\n<div class=\"clear\"><\/div>\n<p>\t\t<img decoding=\"async\" src=\"https:\/\/infosec.pusan.ac.kr\/wp-content\/uploads\/2022\/12\/figure4.png\" alt=\"\ud14c\uc2a4\ud2b8 \uc2a4\ud06c\ub9bd\ud2b8 \uc2dc\uc2a4\ud15c \uad6c\uc131\ub3c4 (LG\uc804\uc790 \uc0b0\ud559\uacfc\uc81c)\" \/>\n\t<\/div>\n<\/div>\n<div class=\"clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>AI\ubcf4\uc548 \ubc0f \uc0b0\uc5c5\uc6a9 AI AI\uae30\ubc18 \uc790\uc5f0\uc5b4\ucc98\ub9ac \ubc18\ub3c4\uccb4SoC \ubc0f \ubcf4\uc548 \ube14\ub85d\uccb4\uc778 \uc591\uc790\ucef4\ud4e8\ud305 \ubc0f \uc554\ud638 \ud574\ub3c5 \ud56d\ub9cc \uc2dc\ubbac\ub808\uc774\uc158 Artificial Intelligence-based natural language processing \ucd08\uac70\ub300 \uc5b8\uc5b4\ubaa8\ub378(LLM) \uc5f0\uad6c \ubc0f LLM\uae30\ubc18 \uc11c\ube44\uc2a4 \uc5f0\uad6c(Research on LLM and its applications to Services) \u25a0 \ucd08\uac70\ub300 \uc5b8\uc5b4\ubaa8\ub378 \uae30\ubc18 \uae30\uc220 \uc5f0\uad6c \u2013 \ucd5c\uc2e0 NLP \uae30\uc220 \uc2ec\uce35 \ubd84\uc11d (Transformer, Pre-trained LLM, ChatGPT \ub4f1) \u2013 \ucd08\uac70\ub300 \uc5b8\uc5b4\ubaa8\ub378(LLM) [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-sub3.php","meta":{"footnotes":""},"class_list":["post-8558","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/infosec.pusan.ac.kr\/index.php\/wp-json\/wp\/v2\/pages\/8558","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infosec.pusan.ac.kr\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/infosec.pusan.ac.kr\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/infosec.pusan.ac.kr\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infosec.pusan.ac.kr\/index.php\/wp-json\/wp\/v2\/comments?post=8558"}],"version-history":[{"count":24,"href":"https:\/\/infosec.pusan.ac.kr\/index.php\/wp-json\/wp\/v2\/pages\/8558\/revisions"}],"predecessor-version":[{"id":8577,"href":"https:\/\/infosec.pusan.ac.kr\/index.php\/wp-json\/wp\/v2\/pages\/8558\/revisions\/8577"}],"wp:attachment":[{"href":"https:\/\/infosec.pusan.ac.kr\/index.php\/wp-json\/wp\/v2\/media?parent=8558"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}