{"id":40850,"date":"2022-04-18T02:26:22","date_gmt":"2022-04-18T01:26:22","guid":{"rendered":"https:\/\/developer.kore.ai\/v10\/?p=40850"},"modified":"2022-04-18T02:26:54","modified_gmt":"2022-04-18T01:26:54","slug":"user-utterances","status":"publish","type":"post","link":"https:\/\/developer.kore.ai\/v10\/docs\/bots\/nlp\/user-utterances\/?lang=ko","title":{"rendered":"\uae30\uacc4 \ud559\uc2b5"},"content":{"rendered":"<section class=\"l-section wpb_row height_auto\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row type_default valign_top\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<p>\uac1c\ubc1c\uc790\ub294 \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\ub824\uba74 \ubd07\uc774 \uc2dd\ubcc4\ud574\uc57c \ud558\ub294 \uac01 \uc758\ub3c4(\uc791\uc5c5)\uc758 \uc0d8\ud50c \ubc1c\ud654\ub97c \uc785\ub825\ud574\uc57c \ud569\ub2c8\ub2e4. \ud50c\ub7ab\ud3fc ML \uc5d4\uc9c4\uc740 \uc0ac\uc6a9\uc790 \ubc1c\uc5b8\uc744 \ubd07 \uc758\ub3c4 \uc911 \ud558\ub098\uc5d0 \ub9e4\ud551\ud558\ub824\uace0 \uc2dc\ub3c4\ud558\ub294 \ubaa8\ub378\uc744 \uad6c\ucd95\ud560 \uac83\uc785\ub2c8\ub2e4. Kore.ai\uc758 \ubd07 \ud50c\ub7ab\ud3fc\uc740 \uc644\uc804\ud55c \ube44\uc9c0\ub3c4 \uae30\uacc4 \ud559\uc2b5\uc744 \ud1b5\ud574 \uc0ac\ub78c\uc758 \uac1c\uc785 \uc5c6\uc774 \ucc57\ubd07\uc758 \uc5b8\uc5b4 \uae30\ub2a5\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ud655\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucc57\ubd07\uc774 \uc88b\ub4e0 \ub098\uc058\ub4e0 \uc5b4\ub5a0\ud55c \uc785\ub825\uc774\uac74 \ud559\uc2b5\ud558\ub294 \ube44\uc9c0\ub3c4 \ubaa8\ub378\uacfc \ub2ec\ub9ac, Kore.ai \ubd07 \ud50c\ub7ab\ud3fc\uc740 \ucc57\ubd07\uc774 \uc758\ub3c4\ub97c \uc131\uacf5\uc801\uc73c\ub85c \uc778\uc2dd\ud558\uace0 \uc778\uac04\uc758 \uc791\uc5c5 \uc644\ub8cc \uc694\uccad \uc5d4\ud2f0\ud2f0\ub97c \ucd94\ucd9c\ud560 \ub54c\ub9cc \ucc57\ubd07\uc774 \uc790\ub3d9\uc73c\ub85c \uc5b4\ud718\ub97c \ub298\ub9b4 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ubd07 \uc131\ub2a5\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ud544\uc694\uc5d0 \ub530\ub77c \uc218\ub3d9\uc73c\ub85c \uc870\uc815\ud558\ub3c4\ub85d \uc9c0\ub3c4 \ud559\uc2b5\uc744 \ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. \ubd07 \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574, \uac1c\ubc1c\uc790\ub294 \uc778\ud130\ub809\uc158 \ub85c\uadf8\ub97c \ud3c9\uac00\ud558\uace0 \uc2e4\ud328\ud55c \uc2dc\ub098\ub9ac\uc624\uc758 NL \uc124\uc815\uc744 \uc27d\uac8c \ubcc0\uacbd\ud558\uba70 \ud559\uc2b5\ud55c \ub0b4\uc6a9\uc744 \ud1a0\ub300\ub85c \ub354 \ub098\uc740 \ub300\ud654\ub97c \uc704\ud574 \ubd07\uc744 \uc7ac\uad50\uc721\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h3 id=\"add-utterance\"><span class=\"ez-toc-section\" id=\"i\">\ub2e4\uc911 \uc758\ub3c4 \ubaa8\ub378<\/span><\/h3>\n<p>\ub2e4\ub978 \ubaa9\uc801\uc744 \uac00\uc9c4 &#8220;\uc720\uc0ac\ud55c \uc758\ub3c4&#8221;\ub97c \ud559\uc2b5\uc2dc\ud0a4\ub294 \uc77c\uc740 \uadf8 \uc758\ub3c4\uc5d0 \ub300\ud55c \ud559\uc2b5\uc774 \ub2e4\ub978 \uc758\ub3c4\uc5d0 \ub300\ud55c \ud559\uc2b5\uc5d0 \uc7a1\uc74c\uc744 \uc77c\uc73c\ud0a4\uac70\ub098 \uc11c\ub85c \ucda9\ub3cc\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 \uc77c\ubc18\uc801\uc73c\ub85c \uc5b4\ub824\uc6b4 \uc77c\uc785\ub2c8\ub2e4. \uc774\ub294 \uc758\ub3c4\uac00 \ubb38\ub9e5\uc0c1 \ub2e4\ub978 \uc758\ubbf8\ub098 \ubaa9\uc801\uc744 \uac16\ub294 \uacbd\uc6b0\uc5d0 \ub354\uc6b1 \ub450\ub4dc\ub7ec\uc9c0\uac8c \ub429\ub2c8\ub2e4. \uc774\ub7f0 \uacbd\uc6b0\ub97c \uc0dd\uac01\ud574\ubcf4\uc138\uc694. \uc0ac\uc6a9\uc790\uac00 <strong>\uc8fc\ubb38<\/strong> \uc791\uc5c5\uc744 \ud560 \ub54c, \ud658\ubd88 \uc815\ucc45 \ub610\ub294 \ubc30\uc1a1 \uc635\uc158\uacfc \uad00\ub828\ub41c \ubaa8\ub4e0 \uc9c8\uc758\uc5d0\ub294 \uc124\uc815\ub41c \uc8fc\ubb38 \ucee8\ud14d\uc2a4\ud2b8\ub85c \ub2f5\ubcc0\ud574\uc57c \ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ud3ec\uad04\uc801\uc73c\ub85c <strong>\ubc18\ud488<\/strong> FAQ\uc758 \uc9c8\uc758\uac00 \ud2b8\ub9ac\uac70\ub429\ub2c8\ub2e4.<br \/>\n<a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210218103943\/MIM-single.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-26869\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210218103943\/MIM-single.png\" alt=\"\" width=\"488\" height=\"556\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210218103943\/MIM-single.png 488w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210218103943\/MIM-single-263x300.png 263w\" sizes=\"auto, (max-width: 488px) 100vw, 488px\" \/><\/a><br \/>\n\uace0\uae09 NLP \uad6c\uc131\uc5d0\uc11c \ub2e4\uc911 \uc758\ub3c4 \ubaa8\ub378\uc744 \ud65c\uc131\ud654\ud558\uba74(<a href=\"https:\/\/multisite.korebots.com\/uncategorised-ko-2\/advanced-nlp-configurations\/?lang=ko\" target=\"_blank\" rel=\"noopener noreferrer\">\ubc29\ubc95\uc740 \uc5ec\uae30 \ucc38\uc870<\/a>) \uae30\ubcf8 \uc758\ub3c4\uc5d0 \ub300\ud574\uc11c\ub9cc \uc804\uc6a9 ML \ubaa8\ub378\uc744 \uac16\uac8c \ud558\uace0 \uac01 \ub300\ud654\uc758 ML \ubaa8\ub378\uc744 \uad00\ub828 \ud558\uc704 \uc758\ub3c4\uc640 \ubd84\ub9ac\ud558\uc5ec \ud558\uc704 \uc758\ub3c4\uc758 \uc758\ub3c4 \ud0d0\uc9c0\uac00 \uc6b0\uc120\uc801\uc73c\ub85c \ucc98\ub9ac\ub418\ub3c4\ub85d \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc704\uc758 \uc608\ub97c \uacc4\uc18d \uac00\uc838\uc640\ubcf4\uba74, \ub2e4\uc911 \uc758\ub3c4 \ubaa8\ub378\uc744 \ud1b5\ud574 \ubcc4\ub3c4\uc758 <em>\ucee8\ud14d\uc2a4\ud2b8 \uae30\ubc18<\/em> FAQ\ub97c \uc815\uc758\ud558\uace0 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\uc808\ud55c \uc751\ub2f5\uc744 \ud558\ub3c4\ub85d \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n<a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210218104009\/MIM-dual.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-26871\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210218104009\/MIM-dual.png\" alt=\"\" width=\"982\" height=\"338\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210218104009\/MIM-dual.png 982w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210218104009\/MIM-dual-300x103.png 300w\" sizes=\"auto, (max-width: 982px) 100vw, 982px\" \/><\/a><br \/>\n\ubd07\uc758 \ubaa8\ub4e0 \uae30\ubcf8 \uc758\ub3c4\ub294 <strong>\ubd07 \uc218\uc900 \uc758\ub3c4 \ubaa8\ub378<\/strong>\uc758 \uc77c\ubd80\uac00 \ub429\ub2c8\ub2e4. \uac01 \ub300\ud654 \uc791\uc5c5\uc5d0\ub294 \ucd94\uac00\ub41c \ubaa8\ub4e0 \ud558\uc704 \uc758\ub3c4\ub85c \uad6c\uc131\ub41c \uc790\uccb4 ML \ubaa8\ub378\uc744 \uac00\uc9c8 \uac83\uc785\ub2c8\ub2e4. \uc784\uacc4\uac12 \ubc0f \uad6c\uc131\uc740 \uac01 \ubaa8\ub378\uc5d0 \ub300\ud574 \uac1c\ubcc4\uc801\uc73c\ub85c \uad6c\uc131\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ubd07 \uc218\uc900 \uc758\ub3c4 \ubaa8\ub378\uc740 &#8216;\ud45c\uc900&#8217; \ub124\ud2b8\uc6cc\ud06c \uc720\ud615\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uace0 \ud2b9\uc815 \ub300\ud654\uc758 \uc758\ub3c4 \ubaa8\ub378\uc740 &#8216;LSTM&#8217; \ub124\ud2b8\uc6cc\ud06c \uc720\ud615\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n<a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210218104839\/MIM.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-26873\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210218104839\/MIM.png\" alt=\"\" width=\"1091\" height=\"471\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210218104839\/MIM.png 1091w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210218104839\/MIM-300x130.png 300w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210218104839\/MIM-1024x442.png 1024w\" sizes=\"auto, (max-width: 1091px) 100vw, 1091px\" \/><\/a><\/p>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h3 id=\"add-utterance\"><span class=\"ez-toc-section\" id=\"i-2\">\uae30\uacc4 \ud559\uc2b5 \ubc1c\uc5b8 \ucd94\uac00<\/span><\/h3>\n<ol>\n<li>\uc0d8\ud50c \uc0ac\uc6a9\uc790 \ubc1c\uc5b8\uc744 \ucd94\uac00\ud558\uae30\ub97c \uc6d0\ud558\ub294 \ubd07\uc744 \uc5fd\ub2c8\ub2e4.<\/li>\n<li>\uc0c1\ub2e8 \uba54\ub274\uc5d0\uc11c\u00a0<strong>\ube4c\ub4dc<\/strong> \ud0ed\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc67c\ucabd \uba54\ub274\uc5d0\uc11c, <strong>\uc790\uc5f0\uc5b4 -&gt;<\/strong> <b>\ud559\uc2b5<\/b> \uc635\uc158\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/li>\n<li>\uae30\ubcf8\uc801\uc73c\ub85c, \ubaa8\ub4e0 <strong>\uc758\ub3c4<\/strong>\uc758 \ud56d\ubaa9\uc774 \uc788\ub294 \ud0ed\uc774 \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/li>\n<li>\ud544\ud130 \uc635\uc158\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud45c\uc2dc \ud56d\ubaa9\uc744 \ub300\ud654, \ud558\uc704 \ub300\ud654, \ud558\uc704 \uc758\ub3c4 \ub610\ub294 \uc870\uce58 \uc791\uc5c5\uc73c\ub85c \uc81c\ud55c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ub3d9\uc758\uc5b4\ub97c \ucd94\uac00\ud558\ub824\ub294 \uc758\ub3c4\uc758 <strong>\ubc1c\ud654\/+ \ubc1c\ud654<\/strong>\ub97c \ud074\ub9ad\ud569\ub2c8\ub2e4<br \/>\n<a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094217\/nl_train_utterance.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-28052\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094217\/nl_train_utterance.png\" alt=\"\" width=\"1361\" height=\"643\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094217\/nl_train_utterance.png 1361w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094217\/nl_train_utterance-300x142.png 300w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094217\/nl_train_utterance-1024x484.png 1024w\" sizes=\"auto, (max-width: 1361px) 100vw, 1361px\" \/><\/a><\/li>\n<li>\uc0ac\uc6a9\uc790 \ubc1c\ud654 \ud398\uc774\uc9c0\uac00 \uc5f4\ub9bd\ub2c8\ub2e4.<\/li>\n<li>\uac70\uae30\uc5d0 \ubc1c\ud654\ub97c \uc785\ub825\ud569\ub2c8\ub2e4. \uae38\uc774\uac00 3,000\uc790\ub97c \ucd08\uacfc\ud558\ub294 \ubc1c\ud654\ub294 \ud5c8\uc6a9\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<br \/>\n<a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094252\/nl_train_utterance_new.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-28054\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094252\/nl_train_utterance_new.png\" alt=\"\" width=\"895\" height=\"393\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094252\/nl_train_utterance_new.png 895w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094252\/nl_train_utterance_new-300x132.png 300w\" sizes=\"auto, (max-width: 895px) 100vw, 895px\" \/><\/a><\/li>\n<\/ol>\n<p><strong>\ucc38\uace0<\/strong>: \ucd94\uac00\ub41c \ubc1c\ud654\ub294 \ub3c5\uc790\uc801\uc778 \uac83\uc774\uc5b4\uc57c \ud558\uc9c0\ub9cc, \ub2e4\uc911 \uc758\ub3c4 \ubaa8\ub378\uc758 \uacbd\uc6b0 \ub3d9\uc77c\ud55c \ubc1c\ud654\ub97c \ub2e4\ub978 \ubaa8\ub378\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud559\uc2b5\ub41c \uc758\ub3c4\uc758 \ubd80\uc815\uc740 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \ubb34\uc2dc\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc1a1\uae08\uc774\ub77c\ub294 \ud559\uc2b5\ub41c \ubc1c\ud654\uac00 \uc788\ub294 \ubc45\ud0b9 \ubd07\uc744 \uace0\ub824\ud558\uc138\uc694. &#8220;<span style=\"text-decoration: underline;\">\uc1a1\uae08<\/span>\uc744 \ud558\uc9c0 \uc54a\uc544\ub3c4 \ub0b4 \uacc4\uc88c\uc5d0\uc11c \uc778\ucd9c\uc774 \ub429\ub2c8\ub2e4&#8221;\ub77c\ub294 \uc0ac\uc6a9\uc790 \ubc1c\ud654\ub294 &#8220;\uc790\uae08 \uc774\uccb4&#8221; \uc791\uc5c5\uc744 \ud2b8\ub9ac\uac70\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"i-3\">\uac1c\uccb4\uba85 \uc778\uc2dd<\/span><\/h3>\n<p>\uc758\ub3c4\uc640\ub294 \ubcc4\uac1c\ub85c, \ubd07\uc774 \uc0ac\uc6a9\uc790 \ubc1c\ud654\uc5d0\uc11c \uc5d4\ud2f0\ud2f0(\uc874\uc7ac\ud558\ub294 \uacbd\uc6b0)\ub97c \uc778\uc2dd\ud558\ub3c4\ub85d \ud559\uc2b5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc0ac\uc6a9\uc790\uac00 \uc758\ub3c4\ub97c &#8220;\ud56d\uacf5\ud3b8 \uc608\uc57d&#8221;\uc73c\ub85c \uc778\uc2dd\ud558\ub294 \uac83\uacfc \ubcc4\ub3c4\ub85c &#8220;\ud558\uc774\ub370\ub77c\ubc14\ub4dc\uc5d0\uc11c \ubb44\ubc14\uc774\uae4c\uc9c0 \ud56d\uacf5\ud3b8 \uc608\uc57d&#8221;\uc774\ub77c\uace0 \ub9d0\ud558\uba74 \ud56d\uacf5\ud3b8\uc758 \ucd9c\ubc1c\uc9c0\uc640 \ubaa9\uc801\uc9c0\ub3c4 \uc778\uc2dd\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc774\ub294 \ud559\uc2b5 \uc911 \uc0ac\uc6a9\uc790 \ubc1c\ud654\uc758 \uc5d4\ud2f0\ud2f0\ub97c \ud45c\uc2dc\ud558\ub294 \uac83\uc73c\ub85c \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc5d4\ud2f0\ud2f0 \uac12\uc744 \uc120\ud0dd\ud558\uace0 \uc0c1\uc751\ud558\ub294 \uc5d4\ud2f0\ud2f0\ub97c \ud074\ub9ad\ud558\uc5ec \ubc1c\ud654\uc5d0\uc11c \uc5d4\ud2f0\ud2f0\ub97c \ud45c\uc2dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094423\/nl_train_utterance_ner.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-28058\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094423\/nl_train_utterance_ner.png\" alt=\"\" width=\"903\" height=\"443\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094423\/nl_train_utterance_ner.png 903w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094423\/nl_train_utterance_ner-300x147.png 300w\" sizes=\"auto, (max-width: 903px) 100vw, 903px\" \/><\/a><br \/>\n\ub610\ud55c \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc5d4\ud2f0\ud2f0\ub97c \uc2dd\ubcc4\ud558\uace0 \ud45c\uc2dc\ud558\ub824\uace0 \ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\ub97c \uc218\ub77d\ud558\uac70\ub098 \ucde8\uc18c\ud560 \uc218 \uc788\ub294 \uc635\uc158\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc74c\uc744 \uae30\ubc18\uc73c\ub85c \uc5d4\ud2f0\ud2f0\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\uc2dc\uc2a4\ud15c \uc5d4\ud2f0\ud2f0;<\/li>\n<li>\uc5f4\uac70\ub418\uac70\ub098 \uc870\ud68c\ub41c \ud56d\ubaa9\uc758 \uc815\uc801 \ubaa9\ub85d;<\/li>\n<li>\uac1c\uccb4\uba85 \uc778\uc2dd\uc774 \ud559\uc2b5\ub41c \uc5d4\ud2f0\ud2f0(\uc704\uc5d0\uc11c\ubd80\ud130).<\/li>\n<\/ul>\n<p>\uc774\ub807\uac8c \ud45c\uc2dc\ub41c \uac01 \uc5d4\ud2f0\ud2f0\uc5d0 \ub300\ud574 ML \uc5d4\uc9c4\uc5d0\uc11c \uc2dd\ubcc4\ud55c \uc2e0\ub8b0\ub3c4 \uc810\uc218\uac00 \ud45c\uc2dc\ub429\ub2c8\ub2e4. \uc774 \uc810\uc218\ub294 \uac1c\uccb4\uba85 \uc778\uc2dd \ubaa8\ub378\ub85c \uc870\uac74\ubd80 \uc784\uc758 \ud544\ub4dc\ub97c \uc120\ud0dd\ud55c \uacbd\uc6b0\uc5d0\ub9cc \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094351\/nl_train_utterance_ner1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-28056\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094351\/nl_train_utterance_ner1.png\" alt=\"\" width=\"901\" height=\"211\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094351\/nl_train_utterance_ner1.png 901w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625094351\/nl_train_utterance_ner1-300x70.png 300w\" sizes=\"auto, (max-width: 901px) 100vw, 901px\" \/><\/a><br \/>\n\ub610\ud55c, \uc5d4\ud2f0\ud2f0 \ud50c\ub808\uc774\uc2a4 \ud640\ub354\ub97c \ud65c\uc131\ud654\ud55c \uacbd\uc6b0 \ud50c\ub7ab\ud3fc\uc740 \ud559\uc2b5 \ubc1c\ud654\uc758 \uc5d4\ud2f0\ud2f0 \uac12\uc744 ML \ubaa8\ub378 \ud559\uc2b5\uc758 \uac1c\uccb4\uba85 \ud50c\ub808\uc774\uc2a4 \ud640\ub354\ub85c \ub300\uccb4\ud569\ub2c8\ub2e4. \uc2e4\uc81c \uc5d4\ud2f0\ud2f0 \uac12 \uc0ac\uc6a9\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc5d4\ud2f0\ud2f0 \uac12\ub9cc \ubcc0\uacbd\ud558\uc5ec \uc5ec\ub7ec \uac1c\uc758 \ubc1c\ud654\ub97c \ucd94\uac00\ud558\uba74 ML \ud559\uc2b5 \ubaa8\ub378\uc5d0 \uc88b\uc9c0 \uc54a\uc740 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4. \uac1c\uccb4\uba85\ub3c4 \uc758\ub3c4 \ud0d0\uc9c0 \ubaa8\ub378\uc5d0 \ud06c\uac8c \uc601\ud5a5\uc744 \ubbf8\uce58\uac8c \ub429\ub2c8\ub2e4.<\/p>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h3 id=\"train\"><span class=\"ez-toc-section\" id=\"i-4\">\ubd07 \ud559\uc2b5\uc2dc\ud0a4\uae30<\/span><\/h3>\n<p>\uc0ac\uc6a9\uc790 \ubc1c\ud654\ub97c \ucd94\uac00\ud55c \ud6c4\uc5d0\ub294, \ubc1c\ud654 \ubc0f \uad00\ub828\ub41c \uc0ac\uc6a9\uc790 \uc758\ub3c4\ub97c \uc778\uc2dd\ud558\ub3c4\ub85d Kore.ai \uc778\ud130\ud504\ub9ac\ud130\ub97c \ud559\uc2b5\uc2dc\ucf1c\uc57c \ud569\ub2c8\ub2e4. \ubd07\uc5d0 \ud559\uc2b5\ub418\uc9c0 \uc54a\uc740 \ubc1c\uc5b8\uc774 \uc788\ub294 \uacbd\uc6b0 \ub2e4\uc74c \uba54\uc2dc\uc9c0\uac00 \ud45c\uc2dc\ub429\ub2c8\ub2e4. <em>&quot;ML \ubaa8\ub378\uc5d0 \ud559\uc2b5\ub418\uc9c0 \uc54a\uc740 \ubc1c\ud654\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ubaa8\ub4e0 \ubc1c\ud654\ub85c \uc5c5\ub370\uc774\ud2b8\ud558\ub3c4\ub85d \ubd07\uc744 \ud559\uc2b5\uc2dc\ud0a4\uc138\uc694.&quot;<\/em> <strong>\ud559\uc2b5<\/strong>\uc744 \ud074\ub9ad\ud569\ub2c8\ub2e4. \ubc1c\ud654 \ud559\uc2b5\uc758 \uc9c4\ud589 \uc0c1\ud669\uc744 \ud45c\uc2dc\ud558\ub294 \uc0c1\ud0dc \ud45c\uc2dc\uc904\uc774 \ud45c\uc2dc\ub429\ub2c8\ub2e4. \uc644\ub8cc\ub418\uba74 <em>\ubc1c\ud654\uac00 \uc131\uacf5\uc801\uc73c\ub85c \ud559\uc2b5\ub428<\/em>\uc774\ub77c\ub294 \uba54\uc2dc\uc9c0\uac00 \ud45c\uc2dc\ub429\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \ubc1c\ud654\uac00 \uae30\uacc4 \ud559\uc2b5 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \ucd94\uac00\ub429\ub2c8\ub2e4. ML \uc5d4\uc9c4\uc744 \ucd94\uac00\ub85c \uc124\uc815\ud558\uace0, \uc0ac\uc6a9\uc790 \ubc1c\ud654\uc5d0 \ubd07 \ud559\uc2b5, \uc989 \ubd07 \uc5b4\ud718\uc5d0 \uc0ac\uc6a9\ud558\uc9c0 \uc54a\ub294 \ub2e8\uc5b4\uac00 \ud3ec\ud568\ub41c \uacbd\uc6b0, \ub354\ubbf8 \uc758\ub3c4\ub97c \uc2dd\ubcc4\ud560 \uc218 \uc788\uc73c\uba70, <a href=\"https:\/\/multisite.korebots.com\/uncategorised-ko-2\/advanced-nlp-configurations\/?lang=ko\" target=\"_blank\" rel=\"noopener noreferrer\">\uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \uc5ec\uae30\ub97c \ucc38\uc870\ud558\uc138\uc694<\/a>. <a href=\"https:\/\/multisite.korebots.com\/uncategorised-ko-2\/testing-your-bot-with-nlp\/?lang=ko\">\ubd07\uc744 \ud559\uc2b5\uc2dc\ud0a4\ub294 \ubc29\ubc95 \uc54c\uc544\ubcf4\uae30<\/a>.<\/p>\n<h4>\uc790\ub3d9 &#8211; \ud559\uc2b5<\/h4>\n<p>\uae30\ubcf8\uc801\uc73c\ub85c, \uae30\uacc4 \ud559\uc2b5\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uc791\uc5c5\uc774 \uc788\uc744 \ub54c\ub9c8\ub2e4 \uc815\uc758\ub41c \uc0ac\uc6a9\uc790 \ubc1c\ud654\uc5d0 \uc790\ub3d9\uc73c\ub85c \ud559\uc2b5\ub429\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\uc9c4\ud589 \uc911<\/strong>\uc778 \uc0c1\ud0dc\uc5d0\uc11c <strong>\uc124\uc815\ub41c<\/strong> \uc0c1\ud0dc\ub85c \ubcc0\uacbd.<\/li>\n<li>\uc0c8 \uc791\uc5c5\uba85\n<ul>\n<li>\ub610\ub294 \uc758\ub3c4\uba85,<\/li>\n<li>\uac1c\uccb4\uba85 \ub610\ub294 \ub9e4\uac1c \ubcc0\uc218\uba85,<\/li>\n<li>\uc5d4\ud2f0\ud2f0 \uc720\ud615,<\/li>\n<li>\ubd07\uba85\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8.<\/li>\n<\/ul>\n<\/li>\n<li>\uac8c\uc2dc\ub428.<\/li>\n<li>\ubd07 \uad00\ub9ac\uc790\uc5d0 \uc758\ud574 \uc911\ub2e8\ub428.<\/li>\n<li>\ubd07 \uad00\ub9ac\uc790\uc5d0 \uc758\ud574 \uc0ad\uc81c\ub428.<\/li>\n<\/ul>\n<p>\ubd07 \ube4c\ub354\uc5d0\uc11c \uc790\ub3d9 \ud559\uc2b5\uc774 \uc9c4\ud589 \uc911\uc77c \ub54c \uc790\ub3d9 \ud559\uc2b5\uc774 \uc644\ub8cc\ub418\uae30 \uc804\uc5d0 \ubd07\uc744 \ud14c\uc2a4\ud2b8\ud558\ub824\uace0 \ud558\uba74, <em>\ud559\uc2b5\ub418\uc9c0 \uc54a\uc740 \uc0ac\uc6a9\uc790 \ubc1c\ud654\ub97c \uc2dd\ubcc4\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4<\/em>\ub77c\ub294 \uacbd\uace0 \uba54\uc2dc\uc9c0\uac00 \ud45c\uc2dc\ub429\ub2c8\ub2e4. \uc790\ub3d9 \ud559\uc2b5 \uc635\uc158\uc740 \ub2e4\uc74c\uacfc \uac19\uc774 \uc124\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\uc124\uc815\uc744 \uc218\uc815\ud558\ub824\ub294 \ubd07\uc744 \uc5fd\ub2c8\ub2e4.<\/li>\n<li>\uc0c1\ub2e8 \uba54\ub274\uc5d0\uc11c&nbsp;<strong>\ube4c\ub4dc<\/strong> \uc635\uc158\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc67c\ucabd \ud0d0\uc0c9 \uba54\ub274\uc5d0\uc11c, <b>\uc790\uc5f0\uc5b4 -&gt;<\/b><b>\uace0\uae09 \uc124\uc815<\/b>\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c <strong>\uc790\ub3d9 \ud559\uc2b5<\/strong> \uc635\uc158\uc744 \ud65c\uc131\ud654 \ub610\ub294 \ube44\ud65c\uc131\ud654\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h4>\ub124\uac70\ud2f0\ube0c \ud328\ud134<\/h4>\n<p>\ub124\uac70\ud2f0\ube0c \ud328\ud134\uc744 \uc0ac\uc6a9\ud558\uc5ec Fundamental meaning \ub610\ub294 \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc744 \ud1b5\ud574 \ud0d0\uc9c0\ub41c \uc758\ub3c4\ub97c \uc81c\uac70\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/multisite.korebots.com\/uncategorised-ko-2\/fundamental-meaning\/?lang=ko#Negative_Patterns\">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub824\uba74 \uc5ec\uae30\ub97c \ucc38\uc870\ud558\uc138\uc694<\/a>.<\/p>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h3 id=\"config\"><span class=\"ez-toc-section\" id=\"i-5\">\uc784\uacd7\uac12 &amp; \uc124\uc815<\/span><\/h3>\n<p>\ud559\uc2b5 \ubc0f \uc131\ub2a5 \ud5a5\uc0c1\uc744 \uc704\ud574 \uc138 \uac00\uc9c0 NLP \uc5d4\uc9c4(FM, KG, ML)\uc758 \uc784\uacd7\uac12 \ubc0f \uc124\uc815\uc744 \uc9c0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.  <strong>\ube4c\ub4dc &gt; \uc790\uc5f0\uc5b4 &gt;\uc784\uacd7\uac12 \ubc0f \uc124\uc815<\/strong>\uc5d0\uc11c \uc774\ub7ec\ud55c \uc124\uc815\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <strong>\ucc38\uace0<\/strong>: \ubd07\uc774 \ub2e4\uad6d\uc5b4\uc778 \uacbd\uc6b0 \ub2e4\ub978 \uc5b8\uc5b4\uc5d0 \ub2e4\ub978 \uc784\uacd7\uac12\uc744 \uc124\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc124\uc815\ud558\uc9c0 \uc54a\uc73c\uba74, \ubaa8\ub4e0 \uc5b8\uc5b4\uc5d0 \uae30\ubcf8 \uc124\uc815\uc774 \uc801\uc6a9\ub429\ub2c8\ub2e4. ML \uc5d4\uc9c4 \uc124\uc815\uc5d0 \ub300\ud574\uc11c\ub294 \ub2e4\uc74c \uc139\uc158\uc5d0 \uc790\uc138\ud558\uac8c \uc124\uba85\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h4>\uae30\uacc4 \ud559\uc2b5<\/h4>\n<p>\ubd07 \ud50c\ub7ab\ud3fc \ubc84\uc804 6.3\uc5d0\uc11c\ub294 \uae30\uacc4 \ud559\uc2b5(ML) \ubaa8\ub378\uc744 v3\uc73c\ub85c \uc5c5\uadf8\ub808\uc774\ub4dc\ud588\uc2b5\ub2c8\ub2e4. \ub9ce\uc740 \uac1c\uc120\uc774 \uc774\ub8e8\uc5b4\uc84c\uc73c\uba70 \uac1c\ubc1c\uc790\uac00 \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\uac8c \ub9e4\uac1c \ubcc0\uc218\ub97c \ud1b5\ud574 \ubaa8\ub378\uc744 \ubbf8\uc138 \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \ubd88\uc6a9\uc5b4 \uc0ac\uc6a9, \ub3d9\uc758\uc5b4 \uc0ac\uc6a9, \uc784\uacd7\uac12, n-\uadf8\ub7a8\uacfc \uac19\uc740 \ub9e4\uac1c \ubcc0\uc218\ub97c \ubcc0\uacbd\ud560 \uc218 \uc788\uc744 \ubfd0\ub9cc \uc544\ub2c8\ub77c, <a href=\"https:\/\/en.wikipedia.org\/wiki\/Named-entity_recognition\">\uac1c\uccb4\uba85 \uc778\uc2dd(NER) \ubaa8\ub378\ub85c<\/a>\uc758 \uacbd\uc6b0 <a href=\"https:\/\/en.wikipedia.org\/wiki\/Deep_learning#Deep_neural_networks\">Deep Neural Network<\/a> \ub610\ub294 <a href=\"https:\/\/en.wikipedia.org\/wiki\/Conditional_random_field\">\uc870\uac74\ubd80 \uc784\uc758 \ud544\ub4dc \uae30\ubc18<\/a> \uc54c\uace0\ub9ac\uc998 \uc911\uc5d0\uc11c \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud50c\ub7ab\ud3fc v8.0\uc5d0\uc11c\ub294 ML \uc758\ub3c4 \ubaa8\ub378\uc758 v5 \uc0ac\uc6a9 \ubc0f \ud558\uc774\ud37c \ub9e4\uac1c \ubcc0\uc218\ub97c \uc678\ubd80\ud654\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uace0\uae09 NLP \uc124\uc815\uc744 \ud1b5\ud574 \uac00\ub2a5\ud558\uba70 <a href=\"https:\/\/multisite.korebots.com\/uncategorised-ko-2\/advanced-nlp-configurations\/?lang=ko\" target=\"_blank\" rel=\"noopener noreferrer\">\uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \uc5ec\uae30\ub97c \ucc38\uc870\ud558\uc138\uc694<\/a>. &apos;\ub2e4\uc911 \uc758\ub3c4 \ubaa8\ub378&apos; \uc635\uc158\uc774 \ud65c\uc131\ud654\ub418\uba74 ML \uc5d4\uc9c4\uc740 \ubd07\uc5d0 \ub300\ud55c \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e4\uc911 \uc758\ub3c4 \ubaa8\ub378\uc744 \uc720\uc9c0\ud558\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\uae30\ubcf8 \ub300\ud654 \uc758\ub3c4 \ubc0f \uacbd\uace0 \uc791\uc5c5 \uc758\ub3c4 \ub4f1 \ubd07\uc758 \ubaa8\ub4e0 \uae30\ubcf8 \uc758\ub3c4\ub97c \ud3ec\ud568\ud558\ub294 <strong>\ubd07 \uc218\uc900 \uc758\ub3c4 \ubaa8\ub378<\/strong>\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>\ub300\ud654 \uc758\ub3c4 \ubaa8\ub378<\/strong> &#8211; \ub300\ud654 \uc815\uc758\uc5d0 \ucd94\uac00\ub41c \ud558\uc704 \uc758\ub3c4 \ub178\ub4dc, \uadf8\ub8f9 \ub178\ub4dc\uc758 \uc77c\ubd80\ub85c \ubc94\uc704\uac00 \uc9c0\uc815\ub41c \ud558\uc704 \uc758\ub3c4, \ub300\ud654 \uc815\uc758\uc5d0 \ucd94\uac00\ub41c \uc911\ub2e8 \uc608\uc678 \uc0ac\ud56d \ub4f1 \ubaa8\ub4e0 \uae30\ubcf8 \ub300\ud654 \uc758\ub3c4 \ubc0f \ud558\uc704 \ub300\ud654 \uc758\ub3c4\ub97c \uc704\ud55c \ubaa8\ub378.<\/li>\n<\/ul>\n<p>\uc784\uacd7\uac12 \ubc0f \uc124\uc815\uc740 \uac01 \uc758\ub3c4 \ubaa8\ub378\uc5d0 \uac1c\ubcc4\uc801\uc73c\ub85c \uc124\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub2e4\uc74c \uc0ac\ud56d\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\uc784\uacd7\uac12 \ubc0f \uc124\uc815\uc758 \ubaa8\ub4e0 \uc124\uc815 &#8211; \uc544\ub798 \uc139\uc158\uc5d0 \uc124\uba85\ub418\uc5b4 \uc788\ub294 ML \uc5d4\uc9c4;<\/li>\n<li>\uace0\uae09 NLP \uc124\uc815\uc758 \ubaa8\ub4e0 ML \uc5d4\uc9c4 \uc124\uc815\uc740 <a href=\"https:\/\/multisite.korebots.com\/uncategorised-ko-2\/advanced-nlp-configurations\/?lang=ko\" target=\"_blank\" rel=\"noopener noreferrer\">\uc5ec\uae30\uc5d0\uc11c \uc790\uc138\ud788 \ub2e4\ub8e8\uace0 \uc788\uc2b5\ub2c8\ub2e4<\/a>.<\/li>\n<\/ul>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h4 id=\"ml-parameters\">\uae30\uacc4 \ud559\uc2b5 \ub9e4\uac1c \ubcc0\uc218 \uc124\uc815<\/h4>\n<p>\ubd07 \ud50c\ub7ab\ud3fc\uc740 \ubd07\uc758 ML \uc131\ub2a5\uacfc \uad00\ub828\ub41c \ub2e4\uc74c \ub9e4\uac1c \ubcc0\uc218\uc5d0 \uc5b8\uc5b4\ubcc4 \uae30\ubcf8\uac12\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\uac8c \uc0ac\uc6a9\uc790\uac00 \uc9c0\uc815\uc744 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625100656\/NL_TC_ML.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-28060\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625100656\/NL_TC_ML.png\" alt=\"\" width=\"1366\" height=\"768\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625100656\/NL_TC_ML.png 1366w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625100656\/NL_TC_ML-300x169.png 300w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625100656\/NL_TC_ML-1024x576.png 1024w\" sizes=\"auto, (max-width: 1366px) 100vw, 1366px\" \/><\/a> ML \uc124\uc815\uc5d0\uc11c \ucc38\uace0\ud560 \uc810:<\/p>\n<ul>\n<li>\ub2e4\uc74c\uc740 \uc804\uccb4 \uc124\uc815 \ubaa9\ub85d\uc774\uba70 \ub2e8\uc77c \ubc0f \ub2e4\uc911 \uc758\ub3c4 \ubaa8\ub378 \ubaa8\ub450\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ub2e4\uc911 \uc758\ub3c4 \ubaa8\ub378\uc774 \ud65c\uc131\ud654\ub418\uba74, \ubaa8\ub378\uc5d0 \ub300\ud55c <strong>\uc124\uc815<\/strong> \ub9c1\ud06c\ub97c \uc120\ud0dd\ud558\uc5ec \uac1c\ubcc4 \ubaa8\ub378\uc744 \uc124\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ubd07 \uc218\uc900 \uc758\ub3c4 \ubaa8\ub378\uc740 \ud558\ub098\ubfd0\uc774\uc9c0\ub9cc, <strong>\uc0c8\ub85c \ucd94\uac00<\/strong> \ubc84\ud2bc\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc911 \ub300\ud654 \uc758\ub3c4 \ubaa8\ub378\uc744 \ucd94\uac00\ud558\uace0 \uac01\uac01 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c \uc124\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uace0\uae09 ML \uc124\uc815\uc740 \uc5ec\uae30\uc11c \uc801\uc6a9\ud558\uac70\ub098 \uace0\uae09 NLP \uc124\uc815 \uc139\uc158\uc5d0\uc11c \uc801\uc6a9\ud560 \uc218 \uc788\uc73c\uba70 <a href=\"https:\/\/multisite.korebots.com\/uncategorised-ko-2\/advanced-nlp-configurations\/?lang=ko#Externalization_of_ML_Engine\" target=\"_blank\" rel=\"noopener noreferrer\">\uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \uc5ec\uae30\ub97c \ucc38\uc870\ud558\uc138\uc694<\/a>.<\/li>\n<\/ul>\n<p><a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210616053007\/NL_MLU_TCnew.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-27668\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210616053007\/NL_MLU_TCnew.png\" alt=\"\" width=\"796\" height=\"1356\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210616053007\/NL_MLU_TCnew.png 796w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210616053007\/NL_MLU_TCnew-176x300.png 176w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210616053007\/NL_MLU_TCnew-601x1024.png 601w\" sizes=\"auto, (max-width: 796px) 100vw, 796px\" \/><\/a><\/p>\n<h5 id=\"Network_Type\">\ub124\ud2b8\uc6cc\ud06c \uc720\ud615<\/h5>\n<p>\uc758\ub3c4 \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc2e0\uacbd\ub9dd\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc124\uc815\uc740 v8.1\uc758 \uace0\uae09 NLP \uad6c\uc131\uc5d0\uc11c \uae30\uacc4 \ud559\uc2b5\uc73c\ub85c \uc774\ub3d9\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c \uc720\ud615 \uc911\uc5d0\uc11c \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc120\ud0dd\uc5d0 \ub530\ub77c \uace0\uae09 NLP \uc124\uc815 \uc139\uc158\uc5d0\uc11c \ucd94\uac00 \uc124\uc815\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc73c\uba70 <a href=\"https:\/\/multisite.korebots.com\/uncategorised-ko-2\/advanced-nlp-configurations\/?lang=ko#Externalization_of_ML_Engine\" target=\"_blank\" rel=\"noopener noreferrer\">\uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \uc5ec\uae30\ub97c \ucc38\uc870\ud558\uc138\uc694<\/a>.<\/p>\n<ul>\n<li><strong>\ud45c\uc900<\/strong>:<\/li>\n<li><strong>MLP-BOW<\/strong> &ndash; \ub2e8\uc5b4 \uc8fc\uba38\ub2c8(bag-of-words) \ubaa8\ub378\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubc0f \uc815\ubcf4 \uac80\uc0c9\uc5d0 \uc0ac\uc6a9\ud558\ub294 \ub2e8\uc21c\ud654\ub41c \ud45c\ud604\uc785\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc5d0\uc11c \ubb38\ubc95\uacfc \uc5b4\uc21c\uc740 \ubb34\uc2dc\ub418\uc9c0\ub9cc \ub2e4\uc911\uc131\uc740 \uc720\uc9c0\ud558\ub294 \ub2e8\uc5b4 \uc8fc\uba38\ub2c8\ub85c \ud14d\uc2a4\ud2b8\uac00 \ub098\ud0c0\ub0a9\ub2c8\ub2e4.<\/li>\n<li><strong>MLP-\uc6cc\ub4dc \uc784\ubca0\ub529(WordEmbeddings)<\/strong> &ndash; \uc6cc\ub4dc \uc784\ubca0\ub529\uc740 \uc5b4\ud718\uc758 \ub2e8\uc5b4\ub098 \uad6c\uac00 \uc2e4\uc218 \ubca1\ud130\uc5d0 \ub9e4\ud551\ub418\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c \uc5b8\uc5b4 \ubaa8\ub378\ub9c1 \ubc0f \uae30\ub2a5 \ud559\uc2b5 \uae30\uc220 \uc138\ud2b8\uc758 \uc9d1\ud569\uc801 \uba85\uce6d\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>LSTM(Long Short-Term Memory)<\/strong>\uc740 \ub525 \ub7ec\ub2dd \ubd84\uc57c\uc5d0\uc11c \uc0ac\uc6a9\ud558\ub294 \uc778\uacf5 \uc21c\ud658 \uc2e0\uacbd\ub9dd(RNN) \uc544\ud0a4\ud14d\ucc98\uc785\ub2c8\ub2e4. LSTM\uc5d0\ub294 \ud53c\ub4dc\ubc31 \uc5f0\uacb0\uc774 \uc788\uc73c\ubbc0\ub85c \uc5b4\ub5a4 \uae38\uc774\uc758 \ud14d\uc2a4\ud2b8\ub4e0 \uc7a5\uae30 \uc758\uc874\uc131\uc744 \ucea1\uccd0\ud560 \uc218 \uc788\uc73c\uba70 \ubcf4\ub2e4 \uae34 \ud14d\uc2a4\ud2b8\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>CNN(convolutional neural networks)<\/strong>\uc740 \uc2dc\uac01 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc5d0 \uac00\uc7a5 \uc77c\ubc18\uc801\uc73c\ub85c \uc801\uc6a9\ub418\ub294 \ub525 \ub7ec\ub2dd\uc758 deep neural networks \ud074\ub798\uc2a4\uc785\ub2c8\ub2e4. \ud2b9\uc815 \uc601\uc5ed \ud06c\uae30\uc758 \uc5b4\uc21c\uc744 \ud65c\uc6a9\ud558\uc5ec \ub2e4\uc591\ud55c \ud14d\uc2a4\ud2b8 \ubd84\ub958 \uc791\uc5c5\uc5d0\uc11c \ub180\ub77c\uc6b4 \uacb0\uacfc\ub97c \uc5bb\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ud2b8\ub79c\uc2a4\ud3ec\uba38<\/strong>\ub294 \ud559\uc2b5 \ud30c\uc774\ud504\ub77c\uc778\uc758 \ubca1\ud130\ud654 \ub2e8\uacc4\uc5d0\uc11c Universal Sentence \uc778\ucf54\ub354\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ud559\uc2b5\uc744 \uc704\ud55c \ub2e4\uce35 \ud37c\uc149\ud2b8\ub860 \ub124\ud2b8\uc6cc\ud06c\uc5d0 \ubb38\uc7a5 \uc778\ucf54\ub354 \ucd9c\ub825\uc744 \uacf5\uae09\ud569\ub2c8\ub2e4. \ubb38\uc7a5 \uc778\ucf54\ub354\uc5d0\ub294 \uac19\uc740 \ubb38\uc7a5\uc758 \ub3d9\uc758\uc5b4 \ubc0f \ub2e4\uc591\ud55c \uc0ac\uc6a9 \ud328\ud134\uc744 \uace0\ub824\ud558\uc5ec \ubb38\uc7a5 \uac04\uc758 \uc758\ubbf8 \uc720\uc0ac\ub3c4\ub97c \uc774\ud574\ud558\ub294 \uae30\ub2a5\uc774 \ub0b4\uc7a5\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. Universal Sentence \uc778\ucf54\ub354\ub294 \ud14d\uc2a4\ud2b8\ub97c \ud14d\uc2a4\ud2b8 \ubd84\ub958, \uc758\ubbf8 \uc720\uc0ac\ub3c4, \ud074\ub7ec\uc2a4\ud130\ub9c1, \uae30\ud0c0 \uc790\uc5f0\uc5b4 \uc791\uc5c5\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ucc28\uc6d0 \ubca1\ud130\ub85c \uc778\ucf54\ub529\ud569\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \ubb38\uc7a5, \uad6c \ub610\ub294 \uc9e7\uc740 \ub2e8\ub77d\uacfc \uac19\uc774 \ub2e8\uc5b4 \ub2e8\uc704\ubcf4\ub2e4 \uae34 \ud14d\uc2a4\ud2b8\ub97c \ud559\uc2b5\ud558\uba70 \uc774\uc5d0 \ucd5c\uc801\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc790\uc5f0\uc5b4 \uc774\ud574 \uc791\uc5c5\uc744 \ub3d9\uc801\uc778 \ubc29\uc2dd\uc73c\ub85c \uc81c\uacf5\ud560 \ubaa9\uc801\uc73c\ub85c \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc18c\uc2a4\uc640 \ub2e4\uc591\ud55c \uc791\uc5c5\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4. \uc785\ub825\uc740 \uac00\ubcc0 \uae38\uc774 \uc601\uc5b4 \ud14d\uc2a4\ud2b8, \ucd9c\ub825\uc740 512\ucc28\uc6d0 \ubca1\ud130\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>KAEN<\/strong> (Kore Advanced Embeddings Network) &#8211; \ubb38\uc7a5 \uc784\ubca0\ub529\ub9cc\uc73c\ub85c \ud559\uc2b5\ub41c \ubaa8\ub378\uc740 \ud2b9\ud788 \ud559\uc2b5 \ub2e8\uc5b4\uac00 \uc0ac\uc804\uc5d0 \uc788\ub294 \ub2e8\uc5b4\uac00 \uc544\ub2cc \uacbd\uc6b0 \ub3c4\uba54\uc778\ubcc4 \uc6a9\uc5b4\ub97c \uc774\ud574\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. Kore.ai\ub294 \ubb38\uc7a5\uc758 \uc758\ubbf8\ub97c \uc774\ud574\ud568\uacfc \ub3d9\uc2dc\uc5d0 \ub3c4\uba54\uc778\ubcc4 \uc6a9\uc5b4\uc5d0 \uc911\uc694\uc131\uc744 \ubd80\uc5ec\ud560 \uc218 \uc788\ub294 \ubaa8\ub378\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc5d0\ub294 \ub450 \uac00\uc9c0 \ubcd1\ub82c \uce35\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ud558\ub098\ub294 \ubb38\uc7a5 \uc784\ubca0\ub529\uc5d0 \ub300\ud55c \uac00\uc911\uce58\ub97c \ucd5c\uc801\ud654\ud558\ub294 \uce35\uacfc \uc8fc\uc5b4\uc9c4 \ubb38\uc7a5\uc758 \ub2e8\uc5b4 \uc911\uc694\uc131\uc744 \ucd5c\uc801\ud654\ud558\ub294 \uce35\uc785\ub2c8\ub2e4. \uc774 \ub450 \uce35\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294 \ud65c\uc131\ud654 \uae30\ub2a5\uc740 RReLU(Randomized Leaky Rectified Linear Unit)\uc774\uba70 <a href=\"https:\/\/arxiv.org\/pdf\/1505.00853.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">\uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \uc5ec\uae30\ub97c \ucc38\uc870\ud558\uc138\uc694<\/a>)<\/li>\n<\/ul>\n<h5>ML \uc784\uacd7\uac12<\/h5>\n<p>ML \uc784\uacd7\uac12\uc740 \uac00\ub2a5\ud55c \uc77c\uce58 \ub610\ub294 \ud655\uc2e4\ud55c \uc77c\uce58\uac00 \ub420 \uc758\ub3c4\uc758 \ud655\ub960 \uc810\uc218\ub97c \uc120\ubcc4\ud558\uae30 \uc704\ud55c \uae30\uc900\uc744 \uc815\uc758\ud569\ub2c8\ub2e4. \uae30\ubcf8\uac12\uc740 0.3\uc73c\ub85c \uc124\uc815\ub429\ub2c8\ub2e4. \uc989, 0.3\uc744 \ucd08\uacfc\ud558\ub294 \uc810\uc218\ub97c \uc5bb\uc740 \uc758\ub3c4\ub294 \uc790\uaca9\uc744 \uac16\ucd98 \uc758\ub3c4\ub85c \uac04\uc8fc\ub429\ub2c8\ub2e4. \uc810\uc218\uac00 0.3 \ubbf8\ub9cc\uc778 \uc758\ub3c4\ub294 \uac70\ubd80\ub429\ub2c8\ub2e4.<\/p>\n<h5>ML \ud655\uc815 \uc2a4\ucf54\uc5b4\ub9c1<\/h5>\n<p>\ub2e4\uc74c \ubd84\ub958\ub97c \uc0ac\uc6a9\ud558\uc5ec 80-100% \uc0ac\uc774\uc758 \uac12\uc73c\ub85c \uc124\uc815\ud560 \uc218 \uc788\ub294 \ud655\uc2e4\ud55c \uc77c\uce58\uc5d0 \ub300\ud55c \uc784\uacd7\uac12 \uc2a4\ucf54\uc5b4\ub9c1\uc744 \uc124\uc815\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\ud655\ub960 \uc2a4\ucf54\uc5b4\ub9c1 &#8211; \ubd84\ub958 \uc5d4\uc9c4\uc5d0 \uc758\ud55c \ud655\ub960 \uc2a4\ucf54\uc5b4\ub9c1\uc774 0.95(&quot;ML \ud655\uc2e4\ud55c \uc2a4\ucf54\uc5b4\ub9c1&quot;\uc744 100\uc73c\ub85c \ub098\ub208 \uac12\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc870\uc815 \uac00\ub2a5\ud55c \uae30\ubcf8\uac12)\ub97c \ucd08\uacfc\ud558\ub294 \uacbd\uc6b0, \uc758\ub3c4\ub294 \ud655\uc2e4\ud55c \uc77c\uce58\/\uc644\ubcbd\ud55c \uc77c\uce58\ub85c \uac04\uc8fc\ub429\ub2c8\ub2e4.<\/li>\n<li>\ud37c\uc9c0 \ub17c\ub9ac\ub294 \uc8fc\uc5b4\uc9c4 \uc758\ub3c4\uc758 \uac01 \ubc1c\ud654\ub97c \uac70\uccd0 \uc0ac\uc6a9\uc790 \uc785\ub825\uacfc \ubc1c\ud654\uac00 \uc77c\uce58\ud558\ub294 \uc815\ub3c4\ub97c \ud655\uc778\ud558\uae30 \uc704\ud574 \uc0ac\uc6a9\uc790 \uc785\ub825\uacfc \ube44\uad50\ud569\ub2c8\ub2e4(\uc810\uc218\ub294 \uc77c\ubc18\uc801\uc73c\ub85c 0\uc5d0\uc11c 100 \uc0ac\uc774\uc785\ub2c8\ub2e4). \uc810\uc218\uac00 95%(&ldquo;ML \ud655\uc2e4\ud55c \uc810\uc218&rdquo;\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc870\uc815 \uac00\ub2a5\ud55c \uae30\ubcf8\uac12)\ub97c \ucd08\uacfc\ud558\ub294 \uacbd\uc6b0, \uc758\ub3c4\ub294 \ud655\uc2e4\ud55c \uc77c\uce58\/\uc644\ubcbd\ud55c \uc77c\uce58\ub85c \uac04\uc8fc\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h5>\ubd07 \ub3d9\uc758\uc5b4<\/h5>\n<p>\uc774 \uc124\uc815\uc740 \uae30\ubcf8\uc801\uc73c\ub85c <b>\ube44\ud65c\uc131\ud654<\/b>\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. ML \ubaa8\ub378\uc744 \uad6c\ucd95\ud560 \ub54c \uc758\ub3c4 \ub3d9\uc758\uc5b4\ub97c \uc5fc\ub450\uc5d0 \ub450\ub824\uba74 \uc774 \uc635\uc158\uc744 \ud65c\uc131\ud654\ud558\uc138\uc694. <span style=\"font-weight: 400\">\ub3d9\uc758\uc5b4\ub97c \ud65c\uc131\ud654\ud558\uba74 ML \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\ub294 \ub3d9\uc548 \uace0\ub824\ud574\uc57c \ud560 &quot;\ub3d9\uc758\uc5b4 \ubc0f \uac1c\ub150&quot;\uc5d0 \uc815\uc758\ub41c \ub3d9\uc758\uc5b4\ub97c ML \ubaa8\ub378\uc774 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc911\ubcf5 \ubc1c\ud654 \uc900\ube44\ub97c \ud53c\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. <\/span><span style=\"font-weight: 400\">\uc608<\/span><span style=\"font-weight: 400\">: &ldquo;<\/span><i><span style=\"font-weight: 400\">I want to transfer funds<\/span><\/i><span style=\"font-weight: 400\">&rdquo;. <\/span><span style=\"font-weight: 400\">&ldquo;<\/span><i><span style=\"font-weight: 400\">send<\/span><\/i><span style=\"font-weight: 400\">&rdquo;, &ldquo;<\/span><i><span style=\"font-weight: 400\">give<\/span><\/i><span style=\"font-weight: 400\">&rdquo;, &ldquo;<\/span><i><span style=\"font-weight: 400\">move<\/span><\/i><span style=\"font-weight: 400\">&rdquo;\ub97c &ldquo;<\/span><i><span style=\"font-weight: 400\">transfer<\/span><\/i><span style=\"font-weight: 400\">&rdquo; \ubc0f &ldquo;<\/span><i><span style=\"font-weight: 400\">money<\/span><\/i><span style=\"font-weight: 400\">&rdquo;\uc758 \ub3d9\uc758\uc5b4\ub85c \uc815\uc758\ud558\uace0, &ldquo;<\/span><i><span style=\"font-weight: 400\">dollars<\/span><\/i><span style=\"font-weight: 400\">&rdquo;\ub97c &ldquo;<\/span><i><span style=\"font-weight: 400\">funds<\/span><\/i><span style=\"font-weight: 400\">&rdquo;\uc758 \ub3d9\uc758\uc5b4\ub85c \uc815\uc758\ud588\ub2e4\uba74 &ldquo;<\/span><i><span style=\"font-weight: 400\">I want to send money<\/span><\/i><span style=\"font-weight: 400\">&rdquo; \ub610\ub294 &ldquo;<\/span><i><span style=\"font-weight: 400\">I want to give dollars<\/span><\/i><span style=\"font-weight: 400\">&rdquo; \ub4f1\uc758 \ud559\uc2b5 \ubc1c\ud654\ub97c \ucd94\uac00\ud560 \ud544\uc694\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h5>\uac1c\uccb4\uba85 \uc778\uc2dd \ubaa8\ub378<\/h5>\n<p>\uc5d4\ud2f0\ud2f0 \ud0d0\uc9c0\uc5d0 \uc0ac\uc6a9\ub420 \uac1c\uccb4\uba85 \uc778\uc2dd \ubaa8\ub378 \uc120\ud0dd. Kore.ai\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ub3d9\uc77c\ud55c \uc811\uadfc \ubc29\ubc95\uc744 \ub530\ub974\ub294 NER\uc744 \uc0ac\uc6a9\ud55c \ud559\uc2b5\uc744 \uc704\ud55c \ub450 \uac00\uc9c0 \uc5d4\ud2f0\ud2f0 \uc778\uc2dd \ubaa8\ub378\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4<\/p>\n<ul>\n<li><b>\uc870\uac74\ubd80 \uc784\uc758 \ud544\ub4dc<span style=\"font-weight: 400\">: \uacbd\ub7c9\uc774\uba70 \ubaa8\ub4e0 \ud06c\uae30\uc758 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uc0ac\uc6a9\ud558\uae30 \uc27d\uc2b5\ub2c8\ub2e4<\/span><\/b><\/li>\n<li><b>\uc2e0\uacbd\ub9dd<\/b>: \uc911\ub300\ud615 \ub370\uc774\ud130 \uc138\ud2b8\uc640 \uc798 \uc791\ub3d9\ud558\uc9c0\ub9cc \ud559\uc2b5 \uc2dc\uac04\uc774 \ub9e4\uc6b0 \uae41\ub2c8\ub2e4<\/li>\n<\/ul>\n<div class=\"alert alert-info\"><b>\ucc38\uace0<\/b>: <b>CRF<\/b>\ubaa8\ub378\uc740 \ubaa8\ub4e0 \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uace0 <b>Deep Neural Network<\/b> \ubaa8\ub378\uc740 \uc601\uc5b4, \uc2a4\ud398\uc778\uc5b4, \ub3c5\uc77c\uc5b4, \ud504\ub791\uc2a4\uc5b4\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uc635\uc158\uc740 \uc120\ud0dd\ud55c \ubd07 \uc5b8\uc5b4\uac00 Deep Neural Network \ubaa8\ub378\uc5d0\uc11c \uc9c0\uc6d0\ub418\ub294 \uacbd\uc6b0\uc5d0\ub9cc \ud654\uba74\uc5d0 \ub098\ud0c0\ub0a9\ub2c8\ub2e4.<\/div>\n<div><\/div>\n<h5>\ubd88\uc6a9\uc5b4<\/h5>\n<p>\uc774 \uc124\uc815\uc740 \uae30\ubcf8\uc801\uc73c\ub85c <b>\ube44\ud65c\uc131\ud654<\/b>\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. ML \ubaa8\ub378\uc744 \uad6c\ucd95\ud560 \ub54c \ubc1c\ud654 \ud559\uc2b5\uc5d0\uc11c \ubd88\uc6a9\uc5b4\ub97c \uc81c\uac70\ud558\ub824\uba74 \uc774 \uc635\uc158\uc744 \ud65c\uc131\ud654\ud558\uc138\uc694. \ud65c\uc131\ud654\ub418\uba74 \ubd88\uc6a9\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec ML \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uae30 \uc804\uc5d0 \ud559\uc2b5 \ubc1c\ud654\uc5d0\uc11c \ub2e8\uc5b4\/\uad6c\ubb38\uc744 \ud544\ud130\ub9c1\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\uba70 \uc608\uce21 \uc804\uc5d0 \uc0ac\uc6a9\uc790 \ubc1c\ud654\uc5d0\uc11c \uc81c\uac70\ub429\ub2c8\ub2e4. \ub124\ud2b8\uc6cc\ud06c \uc720\ud615\uc774 \ud2b8\ub79c\uc2a4\ud3ec\uba38\ub85c \uc124\uc815\ub41c \uacbd\uc6b0\uc5d0\ub294 \uc720\ud6a8\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/p>\n<h5 id=\"feature_extraction\">\ud2b9\uc9d5 \ucd94\ucd9c<\/h5>\n<p>\uc774 \uc635\uc158(ver8.0\uc5d0 \ub3c4\uc785\ub428)\uc73c\ub85c ML \uc758\ub3c4 \ubaa8\ub378\uc744 \uc120\ud638\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uacfc \uc5f0\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub124\ud2b8\uc6cc\ud06c \uc720\ud615\uc774 MLP \uc6cc\ub4dc \uc784\ubca0\ub529, LSTM, CNN, \ud2b8\ub79c\uc2a4\ud3ec\uba38\ub85c \uc124\uc815\ub41c \uacbd\uc6b0\uc5d0\ub294 \uc720\ud6a8\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc635\uc158\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>n-\uadf8\ub7a8<\/strong> &#8211; \uae30\ubcf8 \uc124\uc815\uc774\uba70 \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uae30 \uc704\ud574 \ud559\uc2b5 \ubb38\uc7a5\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc5f0\uc18d\uc801\uc778 \ub2e8\uc5b4 \uc2dc\ud000\uc2a4\ub97c \uc815\uc758\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, <em>\uc138\uc77c\uc988 \uc608\uce21 \ubcf4\uace0\uc11c \uc0dd\uc131<\/em>\uc774 \uc0ac\uc6a9\uc790 \ubc1c\ud654\uc774\uace0 n-\uadf8\ub7a8\uc744 2\ub85c \uc124\uc815\ud55c \uacbd\uc6b0 <em>\uc138\uc77c\uc988<\/em>, <em>\uc138\uc77c\uc988 \uc608\uce21<\/em> \ubc0f <em>\uc608\uce21 \ubcf4\uace0\uc11c \uc0dd\uc131<\/em>\uc744 \ubaa8\ub378 \ud559\uc2b5\uc5d0 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. n-\uadf8\ub7a8\uc744 3\uc73c\ub85c \uc124\uc815\ud55c \uacbd\uc6b0, <em>\uc138\uc77c\uc988 \uc608\uce21 \uc0dd\uc131<\/em> \ubc0f <em>\uc138\uc77c\uc988 \uc608\uce21 \ubcf4\uace0\uc11c<\/em>\ub97c \ubaa8\ub378 \ud559\uc2b5\uc5d0 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. <strong>n-\uadf8\ub7a8 \uc2dc\ud000\uc2a4 \uae38\uc774<\/strong>\ub85c n-\uadf8\ub7a8\uc744 \uc124\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uc18c n-\uadf8\ub7a8 \uc81c\ud55c\uc740 \uae30\ubcf8\uc801\uc73c\ub85c 1\uc785\ub2c8\ub2e4. \ucd5c\ub300 \ud55c\ub3c4\ub97c 4\uae4c\uc9c0 \uc124\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc2a4\ud0b5-\uadf8\ub7a8<\/strong> &#8211; \ub9d0\ubb49\uce58\uac00 \ub9e4\uc6b0 \uc81c\ud55c\uc801\uc774\uac70\ub098 \uc77c\ubc18\uc801\uc73c\ub85c \ud559\uc2b5 \ubb38\uc7a5\uc774 \ub354 \uc801\uc740 \ub2e8\uc5b4\ub97c \ud3ec\ud568\ud558\ub294 \uacbd\uc6b0 \uc2a4\ud0b5-\uadf8\ub7a8\uc774 \ub354 \ub098\uc740 \uc635\uc158\uc77c \uac83\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \ub2e4\uc74c \uc0ac\ud56d\uc744 \uc815\uc758\ud574\uc57c \ud569\ub2c8\ub2e4.\n<ul>\n<li><strong>\uc2dc\ud000\uc2a4 \uae38\uc774<\/strong> &#8211; \uc2a4\ud0b5-\uadf8\ub7a8 \uc2dc\ud000\uc2a4\uc758 \uae38\uc774\ub85c \ucd5c\uc18c 2\uac1c, \ucd5c\ub300 4\uac1c<\/li>\n<li><strong>\ucd5c\ub300 \uc2a4\ud0b5 \uac70\ub9ac<\/strong> &#8211; \uadf8\ub7a8\uc744 \ud615\uc131\ud558\uae30 \uc704\ud574 \uc2a4\ud0b5\ud560 \uc218 \uc788\ub294 \ucd5c\ub300 \ub2e8\uc5b4\ub294 \ucd5c\uc18c 1\uc5d0\uc11c \ucd5c\ub300 3.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h5>\uc5d4\ud2f0\ud2f0 \ud50c\ub808\uc774\uc2a4 \ud640\ub354<\/h5>\n<p>\ud559\uc2b5 \ubc1c\ud654\uc5d0 \uc788\ub294 \uc5d4\ud2f0\ud2f0 \uac12\uc744 \ud559\uc2b5 \ubaa8\ub378\uc758 \ud574\ub2f9 \uc5d4\ud2f0\ud2f0 \ud50c\ub808\uc774\uc2a4 \ud640\ub354\ub85c\uc758 \ubcc0\uacbd\uc744 \uc0ac\uc6a9\ud558\uc138\uc694. \uc5d4\ud2f0\ud2f0 \ud50c\ub808\uc774\uc2a4 \ud640\ub354\ub294 \uc758\ub3c4 \uac10\uc9c0\uc5d0\uc11c \uc2e4\uc81c \uc5d4\ud2f0\ud2f0 \uac12\uc758 \uae30\uc5ec\ub3c4\ub97c \uc81c\uac70\ud569\ub2c8\ub2e4. \uc774\uac83\uc740 \uc5d4\ud2f0\ud2f0 \ud559\uc2b5(NER)\uc774 ML\uc744 \ud1b5\ud574 \uc218\ud589\ub418\ub294 \uacbd\uc6b0\uc5d0\ub9cc \uc791\ub3d9\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub798\uadf8\ub97c \ud65c\uc131\ud654\ud558\uba74 \uc5d4\ud2f0\ud2f0 \uac12\uc5d0 \uc758\ud574 \uae30\uc5ec\ub41c \uc810\uc218\uac00 \uc904\uc5b4\ub4ed\ub2c8\ub2e4. \uc608: I want to transfer $500 to John Doe\uc758 \uc608\uc5d0\uc11c, \uc5d4\uc9c4\uc774 $500\uc640 &ldquo;John Doe&rdquo;\uac00 \uc911\uc694\ud55c \ud2b9\uc9d5\uc774\ub77c\ub294 \uac83\uc744 \ud559\uc2b5\ud558\ub3c4\ub85d \ud558\uace0 \uc2f6\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c NER\uc774 \uc218\ud589\ub418\uace0 \uc5d4\ud2f0\ud2f0 \ud50c\ub808\uc774\uc2a4 \ud640\ub354 \ud50c\ub798\uadf8\uac00 \ud65c\uc131\ud654\ub418\uba74 \uc774\uac83\uc740 \ud50c\ub808\uc774\uc2a4 \ud640\ub354\ub85c \ub300\uccb4\ub429\ub2c8\ub2e4. \ud559\uc2b5 \ubc1c\ud654\ub294 &ldquo;I want to transfer &lt;Amount&gt; to &lt;Payee&gt;&rdquo;\uac00 \ub429\ub2c8\ub2e4. \ub124\ud2b8\uc6cc\ud06c \uc720\ud615\uc774 \ud2b8\ub79c\uc2a4\ud3ec\uba38\ub85c \uc124\uc815\ub41c \uacbd\uc6b0\uc5d0\ub294 \uc720\ud6a8\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/p>\n<h5 id=\"ML-upgrade\">ML \ubaa8\ub378 \uc5c5\uadf8\ub808\uc774\ub4dc<\/h5>\n<p>\uc0dd\uc131\ub41c \uc0c8 \ubd07\uc740 \uae30\ubcf8\uc801\uc73c\ub85c \uc0c8 ML \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uc774\uc804 \ubd07\uc758 ML \ubaa8\ub378\uc744 \uc5c5\uadf8\ub808\uc774\ub4dc\ud558\uac70\ub098 \uc0c8 \ubaa8\ub378\ub85c \ubd07\uc758 \ubaa8\ub378\uc744 \ub2e4\uc6b4\uadf8\ub808\uc774\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubd07 \ud50c\ub7ab\ud3fc\uc5d0\uc11c ML\uc758 \uc774\uc804 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\ub294 \uacbd\uc6b0, \ub2e4\uc74c\uacfc \uac19\uc774 \uc5c5\uadf8\ub808\uc774\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>ML \ubaa8\ub378\uc744 \uc5c5\uadf8\ub808\uc774\ub4dc\ud558\ub824\ub294 \ubd07\uc744 \uc5f4\uace0 <b> \uc790\uc5f0\uc5b4 &gt; \uc784\uacd7\uac12 \ubc0f \uc124\uc815<\/b>\uc73c\ub85c \uc774\ub3d9\ud569\ub2c8\ub2e4.<\/li>\n<li><b>\uae30\uacc4 \ud559\uc2b5<\/b>\uc744 \ud655\uc7a5\ud569\ub2c8\ub2e4. ML \uc5c5\uadf8\ub808\uc774\ub4dc \uc139\uc158\uc5d0\uc11c, <b>\uc9c0\uae08 \uc5c5\uadf8\ub808\uc774\ub4dc\ud558\uae30<\/b> \ubc84\ud2bc\uc744 \ud074\ub9ad\ud569\ub2c8\ub2e4. \uc124\uc815 \ucc3d\uc774 \uc5f4\ub9bd\ub2c8\ub2e4.<\/li>\n<li><b>\uc5c5\uadf8\ub808\uc774\ub4dc \ubc0f \ud559\uc2b5<\/b>\uc744 \ud074\ub9ad\ud558\uc138\uc694. \uae30\uacc4 \ud559\uc2b5 \uc139\uc158\uc5d0\uc11c \uc0c8 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uac00\ub2a5 \uc635\uc158\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n<p><b>\ucc38\uace0:<\/b> \uc774\uc804 \ubaa8\ub378(V2)\ub85c \ubd07\uc744 \ub0b4\ubcf4\ub0b4\uace0 \uc0c8 \ubd07\uc73c\ub85c \uac00\uc838\uc628 \uacbd\uc6b0, \uc5c5\uadf8\ub808\uc774\ub4dc\uac00 \uc774\ub8e8\uc5b4\uc9c8 \ub54c\uae4c\uc9c0 \ubd07\uc740 V2 \ubaa8\ub378\uc5d0 \uc788\uac8c \ub429\ub2c8\ub2e4.<\/p>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_medium with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h3 id=\"import-export\"><span class=\"ez-toc-section\" id=\"Exporting_and_Importing_Machine_Learning_Utterances\">Exporting and Importing Machine Learning Utterances<\/span><\/h3>\n<p>You can import and export ML utterances of a bot into another in CSV and JSON formats. You can choose between \u2018In-Development\u2019 or \u2018Published\u2019 tasks to export, whereas importing utterances always replace the latest copy of the task in the bot.<\/p>\n<h4>How to Export or Import ML Utterances<\/h4>\n<ol>\n<li>On the bot\u2019s <strong>Build <\/strong>menu, click <strong>Natural Language -&gt;<\/strong> <b>Training.<\/b><\/li>\n<li>The \u2018In-Development\u2019 version of the bot\u2019s ML utterances open by default. If you want to see the utterances in the \u2018Published\u2019 version, toggle on the top right side of the window to <b>Published<\/b>.\n<div class=\"alert alert-info\"><b>Note<\/b>: The export of ML utterances varies based on this selection as explained in the Versioning and Behavior of the Exported Utterances section below.<\/div>\n<\/li>\n<li>Click the options icon and select an option:\n<ul>\n<li>Click <b>Import Utterances <\/b>and upload a CSV or JSON file with the utterances to import. Read the <a href=\"#viu\">Versioning and Behavior of the Imported Utterances\u00a0<\/a>section below for more information.-OR-<\/li>\n<li>Click <b>Export Utterances <\/b>and select CSV or JSON formats to export the utterances. Read <a href=\"#veu\">Versioning and Behavior or the Exported Utterances\u00a0<\/a>section below for more information.<\/li>\n<\/ul>\n<p><a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625101209\/nl_train_utterance_ImpExp.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-28062\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625101209\/nl_train_utterance_ImpExp.png\" alt=\"\" width=\"1337\" height=\"401\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625101209\/nl_train_utterance_ImpExp.png 1337w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625101209\/nl_train_utterance_ImpExp-300x90.png 300w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10\/wp-content\/uploads\/sites\/30\/20210625101209\/nl_train_utterance_ImpExp-1024x307.png 1024w\" sizes=\"auto, (max-width: 1337px) 100vw, 1337px\" \/><\/a><\/li>\n<\/ol>\n<h4 id=\"viu\">Versioning and Behavior of Imported Utterances<\/h4>\n<ul>\n<li>The imported utterances in CSV\/JSON entirely replace the utterances present in the <i>latest copy<\/i> of the tasks.<\/li>\n<li>If the task is in the Configured status, the utterances in the task get entirely replaced with the new utterances for the task present in the imported file.<\/li>\n<li>If the task is in <i>Upgrade in Progress <\/i>status, the utterances related to the task get entirely replaced with the task utterances present in the imported file. The utterances in the <i>Published <\/i>copy of the task aren\u2019t affected.<\/li>\n<li>If the task is in the <i>Published <\/i>status, an <i>Upgrade in Progress<\/i> copy of the task gets created by default and the new utterances present in the imported file will be added to the upgraded copy. The utterances in the Published copy of the task aren\u2019t affected.<\/li>\n<\/ul>\n<h4 id=\"veu\">Versioning and Behavior of Exported Utterances<\/h4>\n<ul>\n<li>When you export a bot\u2019s utterances, all the utterances related to every task type &#8211; alert, action, information, dialog &#8211; get exported.<\/li>\n<li>When you export an <i>In Development <\/i>copy of the bot, the utterances of all tasks in the latest available copy get exported.<\/li>\n<li>When you export a <i>Published <\/i>copy of the bot, all the utterances in the published state get exported.<\/li>\n<li>In the case of multi-language bots, the export of utterances includes utterances added in all of the bot languages.<\/li>\n<li>Export of utterances to JSON includes NER tagging present in the tasks, whereas CSV export doesn\u2019t include them.<\/li>\n<\/ul>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h3 id=\"recommendations\"><span class=\"ez-toc-section\" id=\"ML\">ML \ud559\uc2b5 \uad8c\uc7a5 \uc0ac\ud56d<\/span><\/h3>\n<ul>\n<li>\ubd07\uc774 \ud0d0\uc9c0\ud574\uc57c \ud560 \uc5b4\ub5a0\ud55c \uc758\ub3c4\uc5d0 \ub300\ud574\uc11c\ub4e0 <em>\uade0\ud615 \uc7a1\ud78c \ud559\uc2b5\uc744 \uc81c\uacf5\ud558\ub3c4\ub85d \ud558\uace0<\/em> \ub300\ub7b5 \uac19\uc740 \uc218\uc758 \uc0d8\ud50c \ubc1c\ud654\ub97c \ucd94\uac00\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4. \ud3b8\ud5a5\ub41c \ubaa8\ub378\uc740 \ud3b8\ud5a5\ub41c \uacb0\uacfc\ub97c \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uac01 \uc758\ub3c4\uc5d0 <em>\ucd5c\uc18c 8-10\uac1c\uc758 \uc0d8\ud50c \ubc1c\ud654<\/em>\ub97c \uc81c\uacf5\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4. 1-2\uac1c\uc758 \ubc1c\ud654\ub9cc \uc788\ub294 \ubaa8\ub378\ub85c\ub294 \uae30\uacc4 \ud559\uc2b5\uc758 \uc774\uc810\uc774 \uc5c6\uc2b5\ub2c8\ub2e4. \ubc1c\ud654\uac00 \ub2e4\uc591\ud55c\uc9c0 \ud655\uc778\ud558\uace0 \uac19\uc740 \ub2e8\uc5b4\ub97c \ub2e4\ub978 \uc21c\uc11c\ub85c \ubc14\uafd4\uc11c \uc81c\uacf5\ud558\uc9c0 \ub9c8\uc138\uc694.<\/li>\n<li>\uc5b4\ub5a4 \uc758\ub3c4\uc5d0\ub098 \uc801\uc6a9\ub420 \uc218 \uc788\ub294 <em>\uc77c\ubc18\uc801\uc778 \ubb38\uad6c<\/em>(\uc608: &quot;\ub098\ub294 ~\uc744 \ud558\uace0 \uc2f6\ub2e4&quot;)\ub97c \ud559\uc2b5\uc2dc\ud0a4\uc9c0 \ub9c8\uc138\uc694. \ub2e4\uc591\uc131\uacfc \ud559\uc2b5\uc744 \uc704\ud574 \ub2e4\uc591\ud55c \ubc1c\ud654\ub97c \uc81c\uacf5\ud558\uc138\uc694.<\/li>\n<li>\ubcc0\uacbd \ud6c4\uc5d0\ub294 \ud56d\uc0c1 <em>\ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uace0<\/em> \ubaa8\ub378\uc744 \ud655\uc778\ud558\uc138\uc694. ML \ubaa8\ub378\uc5d0 \uc788\ub294 \ubaa8\ub4e0 \uc810\ub4e4\uc774 \ub300\uac01\uc120(\ucc38\uc591\uc131 \ubc0f \ucc38\uc74c\uc131) \uc0ac\ubd84\uba74\uc778\uc9c0, \ub2e4\ub978 \uc0ac\ubd84\uba74\uc5d0 \ud769\uc5b4\uc838 \uc788\ub294 \ubc1c\ud654\uac00 \uc5c6\ub294\uc9c0 \ud655\uc778\ud558\uc138\uc694. \uadf8\ub7f0 \ubaa8\uc591\uc774 \ub420 \ub54c\uae4c\uc9c0 \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uc138\uc694.<\/li>\n<li>\uc0c8\ub85c\uc6b4 \ubc1c\ud654\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubd07\uc744 <em>\uc815\uae30\uc801\uc73c\ub85c \ud559\uc2b5<\/em>\uc2dc\ud0a4\uc138\uc694.<\/li>\n<li><em>\uc2e4\ud328\ud558\uac70\ub098 \ud3ec\uae30\ud55c \ubc1c\ud654<\/em>\ub97c \uc815\uae30\uc801\uc73c\ub85c \uac80\ud1a0\ud558\uace0 \uc720\ud6a8\ud55c \uc791\uc5c5 \ub610\ub294 \uc758\ub3c4\uc758 \ubc1c\ud654 \ubaa9\ub85d\uc5d0 \ucd94\uac00\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h4>NLP \uc758\ub3c4 \ud0d0\uc9c0 \ud559\uc2b5 \uad8c\uc7a5 \uc0ac\ud56d<\/h4>\n<ul>\n<li>\uc0d8\ud50c \ubc1c\ud654\uac00 \ub9ce\uc740 \uacbd\uc6b0, \uae30\ubcf8 \uc758\ubbf8 \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uae30 \uc804\uc5d0 \uba3c\uc800 \uae30\uacc4 \ud559\uc2b5 \uc811\uadfc \ubc29\ubc95\uc73c\ub85c \ubd07\uc744 \ud559\uc2b5\uc2dc\ud0a4\uc138\uc694.<\/li>\n<li>\ube44\ubc00\ubc88\ud638\ub97c \ub098\ud0c0\ub0b4\ub294 <i>pwd<\/i>, \uc800\ucd95 \uc740\ud589 \uacc4\uc88c\ub97c \ub098\ud0c0\ub0b4\ub294 <i>SB<\/i>&gt;\uc640 \uac19\uc740 \ub3c4\uba54\uc778 \uc0ac\uc804\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud574\uc11c \ubd07 \ub3d9\uc758\uc5b4\ub97c \uc815\uc758\ud569\ub2c8\ub2e4.<\/li>\n<li>\ubaa8\ub378 \ud559\uc2b5\uc774 \ubcc0\uacbd\ub420 \ub54c\ub9c8\ub2e4, \ubc30\uce58 \ud14c\uc2a4\ud2b8 \ubaa8\ub4c8\uc744 \uc2e4\ud589\ud569\ub2c8\ub2e4. \ud14c\uc2a4\ud2b8 \uc2a4\uc704\ud2b8\ub294 \ubd07\uc758 ML \ubaa8\ub378\uc5d0 \ud68c\uadc0 \ud14c\uc2a4\ud2b8\ub97c \ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h4>NLP \uc5d4\ud2f0\ud2f0 \ud0d0\uc9c0 \ud559\uc2b5 \uad8c\uc7a5 \uc0ac\ud56d<\/h4>\n<p>\uc5d4\ud2f0\ud2f0\ub97c \ud559\uc2b5\uc2dc\ud0a4\ub294 \uac00\uc7a5 \uc88b\uc740 \uc811\uadfc \ubc29\ubc95\uc740 \uc544\ub798\uc5d0 \uc124\uba85\ub41c \uc5d4\ud2f0\ud2f0 \uc720\ud615\uc744 \uae30\ubc18\uc73c\ub85c \ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<ul>\n<li><b>\ud56d\ubaa9 \ubaa9\ub85d<\/b>(\uc5f4\uac70, \uc870\ud68c), <b>\ub3c4\uc2dc<\/b>, <b>\ub0a0\uc9dc<\/b>, <b>\uad6d\uac00<\/b> \uac19\uc740 \ud56d\ubaa9 \uc720\ud615\uc740 \ub3d9\uc77c\ud55c \ud56d\ubaa9 \uc720\ud615\uc774 \ub3d9\uc77c\ud55c \uc791\uc5c5\uc5d0\uc11c \uc5ec\ub7ec \uc720\ud615\uc744 \uc0ac\uc6a9\ud558\uc9c0 \uc54a\ub294 \ud55c \ud559\uc2b5\uc2dc\ud0ac \ud544\uc694\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. \ubd07 \uc791\uc5c5\uc5d0 \ub3d9\uc77c\ud55c \uc5d4\ud2f0\ud2f0 \uc720\ud615\uc744 \uc0ac\uc6a9\ud55c \uacbd\uc6b0, \ud559\uc2b5 \ubaa8\ub378 \uc911 \ud558\ub098\ub85c \uc0ac\uc6a9\uc790 \ubc1c\ud654 \ub0b4\uc5d0\uc11c \uc5d4\ud2f0\ud2f0\ub97c \ucc3e\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc5d4\ud2f0\ud2f0 \uc720\ud615\uc774 <b>\ubb38\uc790\uc5f4<\/b> \ub610\ub294 <b>\uc124\uba85<\/b>\uc778 \uacbd\uc6b0\uc5d0 \uad8c\uc7a5\ud558\ub294 \uc811\uadfc \ubc29\ubc95\uc740 \uc5d4\ud2f0\ud2f0 \ud328\ud134 \ubc0f \ub3d9\uc758\uc5b4\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/li>\n<li>\uae30\ud0c0 \uc5d4\ud130\ud2f0 \uc720\ud615\uc740 \uac1c\uccb4\uba85 \uc778\uc2dd \ubc0f \ud328\ud134\uc744 \ud568\uaed8 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<div class=\"alert alert-info\">\n<h4>\uc5d4\ud2f0\ud2f0 \ud559\uc2b5 \uad8c\uc7a5 \uc0ac\ud56d<\/h4>\n<ul>\n<li>\uac00\ub2a5\ud55c \ud55c \uac1c\uccb4\uba85 \uc778\uc2dd \ud559\uc2b5\uc744 \uc0ac\uc6a9\ud558\uc138\uc694. \uac1c\uccb4\uba85 \uc778\uc2dd \uc801\uc6a9 \ubc94\uc704\uac00 \ud328\ud134\ubcf4\ub2e4 \ub113\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uac1c\uccb4\uba85 \uc778\uc2dd \uc811\uadfc \ubc29\ubc95\uc740 \ubb34\uc11c\uc2dd \ub370\uc774\ud130 \uc815\ubcf4 \uc5d4\ud2f0\ud2f0\ub97c \ud0d0\uc9c0\ud558\ub294 \ub370 \uac00\uc7a5 \uc801\ud569\ud569\ub2c8\ub2e4. \ub0a0\uc9dc \ubc0f \uc2dc\uac04 \uac19\uc740 \uc5d4\ud2f0\ud2f0\uc758 \uacbd\uc6b0 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\ub85c \ud50c\ub7ab\ud3fc\uc744 \ud559\uc2b5\uc2dc\ucf30\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uac1c\uccb4\uba85 \uc778\uc2dd \ubaa8\ub378\uc740 neural network \uae30\ubc18 \ubaa8\ub378\uc774\uba70 \ud6a8\uacfc\uc801\uc778 \uc791\ub3d9\uc744 \uc704\ud574\uc11c\ub294 \ucd5c\uc18c 8-10\uac1c\uc758 \uc0d8\ud50c\ub85c \ud559\uc2b5\uc2dc\ucf1c\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/div>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_medium with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<p><strong>\ucd94\ucc9c \uc790\ub8cc<\/strong> ML \ubaa8\ub378\uc5d0 \ub300\ud574 \uc77d\uc5b4\ubcf4\uace0 \uc2f6\uc73c\uba74, <a href=\"\/?p=21312\">\uc5ec\uae30\ub97c \ucc38\uc870\ud558\uc138\uc694<\/a>.<\/p>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_medium with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>[vc_raw_html]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[\/vc_raw_html]<div class=\"w-separator size_medium with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"\uac1c\ubc1c\uc790\ub294 \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\ub824\uba74 \ubd07\uc774 \uc2dd\ubcc4\ud574\uc57c \ud558\ub294 \uac01 \uc758\ub3c4(\uc791\uc5c5)\uc758 \uc0d8\ud50c \ubc1c\ud654\ub97c \uc785\ub825\ud574\uc57c \ud569\ub2c8\ub2e4. \ud50c\ub7ab\ud3fc ML \uc5d4\uc9c4\uc740 \uc0ac\uc6a9\uc790 \ubc1c\uc5b8\uc744 \ubd07 \uc758\ub3c4 \uc911 \ud558\ub098\uc5d0 \ub9e4\ud551\ud558\ub824\uace0 \uc2dc\ub3c4\ud558\ub294 \ubaa8\ub378\uc744 \uad6c\ucd95\ud560 \uac83\uc785\ub2c8\ub2e4. Kore.ai\uc758 \ubd07 \ud50c\ub7ab\ud3fc\uc740 \uc644\uc804\ud55c \ube44\uc9c0\ub3c4 \uae30\uacc4 \ud559\uc2b5\uc744 \ud1b5\ud574 \uc0ac\ub78c\uc758 \uac1c\uc785 \uc5c6\uc774 \ucc57\ubd07\uc758 \uc5b8\uc5b4 \uae30\ub2a5\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ud655\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucc57\ubd07\uc774 \uc88b\ub4e0 \ub098\uc058\ub4e0 \uc5b4\ub5a0\ud55c \uc785\ub825\uc774\uac74 \ud559\uc2b5\ud558\ub294 \ube44\uc9c0\ub3c4 \ubaa8\ub378\uacfc \ub2ec\ub9ac,...","protected":false},"author":22,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-40850","post","type-post","status-publish","format-standard","hentry","category-nlp"],"_links":{"self":[{"href":"https:\/\/developer.kore.ai\/v10\/wp-json\/wp\/v2\/posts\/40850","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/developer.kore.ai\/v10\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/developer.kore.ai\/v10\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/developer.kore.ai\/v10\/wp-json\/wp\/v2\/users\/22"}],"replies":[{"embeddable":true,"href":"https:\/\/developer.kore.ai\/v10\/wp-json\/wp\/v2\/comments?post=40850"}],"version-history":[{"count":1,"href":"https:\/\/developer.kore.ai\/v10\/wp-json\/wp\/v2\/posts\/40850\/revisions"}],"predecessor-version":[{"id":40851,"href":"https:\/\/developer.kore.ai\/v10\/wp-json\/wp\/v2\/posts\/40850\/revisions\/40851"}],"wp:attachment":[{"href":"https:\/\/developer.kore.ai\/v10\/wp-json\/wp\/v2\/media?parent=40850"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/developer.kore.ai\/v10\/wp-json\/wp\/v2\/categories?post=40850"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/developer.kore.ai\/v10\/wp-json\/wp\/v2\/tags?post=40850"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}