{"id":7925,"date":"2026-01-05T09:00:50","date_gmt":"2026-01-05T00:00:50","guid":{"rendered":"https:\/\/hansem.com\/?post_type=blog&p=7925"},"modified":"2026-01-06T16:53:06","modified_gmt":"2026-01-06T07:53:06","slug":"mtqe-%ec%86%94%eb%a3%a8%ec%85%98-%eb%b3%91%ed%96%89-%ec%a0%84%eb%9e%b5","status":"publish","type":"blog","link":"https:\/\/hansem.com\/ko\/blog\/mtqe-%ec%86%94%eb%a3%a8%ec%85%98-%eb%b3%91%ed%96%89-%ec%a0%84%eb%9e%b5\/","title":{"rendered":"MTQE \uc2dc\ub300, \ud55c\uc0d8\uae00\ub85c\ubc8c\uc740 \uc65c \ub450 \uac00\uc9c0 \uc194\ub8e8\uc158\uc744 \ubcd1\ud589\ud558\ub294\uac00"},"content":{"rendered":"\n

MTQE(Machine Translation Quality Estimation, \uae30\uacc4 \ubc88\uc5ed \ud488\uc9c8 \uc608\uce21)\ub294 \ucd5c\uadfc \ub85c\uceec\ub77c\uc774\uc81c\uc774\uc158 \uc5c5\uacc4\uc5d0\uc11c \uac00\uc7a5 \ud65c\ubc1c\ud788 \ub17c\uc758\ub418\ub294 \uc8fc\uc81c \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \u201c\uc0ac\ub78c\uc758 \uac1c\uc785\uc744 \uc904\uc774\uace0, \ubc88\uc5ed \ud488\uc9c8\uc744 \uc790\ub3d9\uc73c\ub85c \ud3c9\uac00\ud55c\ub2e4<\/strong>\u201d\ub294 \uac1c\ub150\uc740 \ub9e4\ub825\uc801\uc774\uba70, TAUS EPIC<\/a>, ModelFront<\/a>, COMET-QE<\/a>, Intento<\/a> \ub4f1 \ub2e4\uc591\ud55c \uae00\ub85c\ubc8c \uc194\ub8e8\uc158\ub4e4\uc774 \uc774\ubbf8 \uc5ec\ub7ec \uae30\uc5c5\uc758 \ubca4\uce58\ub9c8\ud06c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

\ud55c\uc0d8\uae00\ub85c\ubc8c \uc5ed\uc2dc \uc5ec\ub7ec \uc194\ub8e8\uc158\uc744 \uac80\ud1a0\ud55c \ub05d\uc5d0, \uace0\uac1d\uc0ac \ubb38\uc11c \ud658\uacbd\uacfc \uc2e4\uc81c \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c EPIC\uc744 \uc120\uc815\ud574 \uc0ac\uc6a9<\/strong>\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ub2e8\uc77c \uc194\ub8e8\uc158\ub9cc\uc73c\ub85c\ub294 \ubaa8\ub4e0 \ud604\uc7a5\uc758 \uc694\uad6c\ub97c \ucda9\uc871\ud558\uae30 \uc5b4\ub835\uae30 \ub54c\ubb38\uc5d0, \ud55c\uc0d8\uae00\ub85c\ubc8c\uc740 EPIC<\/strong>\uacfc \ub0b4\ubd80 \uac1c\ubc1c \uc194\ub8e8\uc158\uc744 \ubcd1\ud589\ud558\ub294 \uc804\ub7b5<\/strong>\uc744 \ud0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

EPIC\uc774 \uc81c\uacf5\ud558\ub294 \uae30\ub2a5<\/h3>\n\n\n\n

EPIC\uc740 \uad6d\uc81c\uc801\uc73c\ub85c \uac80\uc99d\ub41c MTQE \ud50c\ub7ab\ud3fc\uc73c\ub85c, \ub300\uaddc\ubaa8 \ubc88\uc5ed \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \uc790\ub3d9 \uc2b9\uc778\uacfc Human PE \ub77c\uc6b0\ud305\uc744 \uc9c0\uc6d0\ud558\uba70, \ub2e4\uc591\ud55c \uc5b8\uc5b4\uc640 \ub3c4\uba54\uc778\uc5d0 \uc801\uc6a9 \uac00\ub2a5\ud55c \ud655\uc7a5\uc131\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

\uc8fc\uc694 \uae30\ub2a5\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n

    \n
  • \uc138\uadf8\uba3c\ud2b8 \ub2e8\uc704 QE \uc810\uc218\ud654<\/strong>: \uac01 \ubc88\uc5ed \uc138\uadf8\uba3c\ud2b8\ubcc4\ub85c \uc790\ub3d9 \uc810\uc218\ub97c \ubd80\uc5ec \u2192 \u201c\uc774 \ubd80\ubd84\uc740 \uadf8\ub300\ub85c \uc2b9\uc778 \uac00\ub2a5, \uc774 \ubd80\ubd84\uc740 Human PE \ud544\uc694\u201d\ub97c \ube60\ub974\uac8c \uc2dd\ubcc4.<\/li>\n\n\n\n
  • \uc790\ub3d9 \uc2b9\uc778 + Human Routing \uc9c0\uc6d0<\/strong>: \ud2b9\uc815 \uc784\uacc4\uac12 \uc774\uc0c1\uc740 \uc790\ub3d9 \uc2b9\uc778, \uadf8 \uc678\ub294 \ud3b8\uc9d1\uc790\ub85c \ub77c\uc6b0\ud305. (\ub2e4\ub9cc \uc2e4\ubb34\uc5d0\uc11c\ub294 \uc790\ub3d9 \uc2b9\uc778 \ube44\uc911\uc774 \ud06c\uc9c0 \uc54a\uc74c)<\/li>\n\n\n\n
  • \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac<\/strong>: \uc218\uc2ed\ub9cc~\uc218\ubc31\ub9cc \ub2e8\uc5b4 \ub2e8\uc704 \ubc88\uc5ed\ubb3c\ub3c4 \ube60\ub974\uac8c \uac78\ub7ec\ub0bc \uc218 \uc788\uc74c.<\/li>\n\n\n\n
  • \ube44\uc6a9 \uc808\uac10 \uadfc\uac70 \uc81c\uacf5<\/strong>: Human PE \ub9ac\uc18c\uc2a4 \ud22c\uc785\ub7c9\uc744 \ub370\uc774\ud130\ub85c \uc608\uce21\ud574 \uace0\uac1d\uc0ac\uc5d0 \ube44\uc6a9 \uc808\uac10 \ubcf4\uace0 \uac00\ub2a5.<\/li>\n<\/ul>\n\n\n\n

    \ub2e4\ub9cc \ud604\uc7ac \ub2e8\uacc4\uc5d0\uc11c\ub294 \u201c\uc0ac\ub78c\uc758 \uc791\uc5c5\ub7c9\uc744 \ud06c\uac8c \uc904\uc778\ub2e4\u201d\uae30\ubcf4\ub2e4\ub294, \ub9ac\ubdf0\uc5b4\uac00 \ucc38\uace0\ud560 \uc218 \uc788\ub294 \ubcf4\uc870 \uc9c0\ud45c\ub85c\uc11c\uc758 \ud65c\uc6a9\ub3c4\uac00 \ub354 \ud06c\uba70, \uae30\ub2a5\uc774 \uc810\ucc28 \uc131\uc219\ud574 \uac00\ub294 \uacfc\uc815\uc5d0 \uc788\ub2e4\uace0 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/strong><\/strong><\/p>\n\n\n\n

    \ud55c\uc0d8\uae00\ub85c\ubc8c AIQE\uc194\ub8e8\uc158\uc774 \ubcf4\uc644\ud558\ub294 \uae30\ub2a5<\/h3>\n\n\n\n

    EPIC\uc774 \uae00\ub85c\ubc8c \ud45c\uc900\uc744 \ucda9\uc871\ud558\ub294 \ub3c4\uad6c\ub77c\uba74, \ud55c\uc0d8\uae00\ub85c\ubc8c\uc774 \uac1c\ubc1c\ud55c AIQE \uc194\ub8e8\uc158\uc740 \ud604\uc7a5 \ub9de\ucda4\ud615 \ud488\uc9c8 \uad00\ub9ac<\/strong>\uc5d0 \ud2b9\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

    \uad6c\uccb4\uc801\uc73c\ub85c\ub294:<\/p>\n\n\n\n

      \n
    • \uace0\uac1d\uc0ac \ud2b9\ud654 \uaddc\uce59 \uac80\uc99d<\/strong>: \uc608) \u201c\ud574\uc2dc\ud0dc\uadf8\u00b7\uc81c\ud488\uba85\uc740 \ubc88\uc5ed\ud558\uc9c0 \uc54a\ub294\ub2e4\u201d \ub610\ub294 \u201c\uacbd\uace0\ubb38 \ud45c\ud604 \ubc29\uc2dd\uc740 \uc9c0\uc815\ub41c \ud3ec\ub9f7\ub9cc \uc0ac\uc6a9\ud55c\ub2e4\u201d \ub4f1 \ud504\ub85c\uc81d\ud2b8\ubcc4 \uc9c0\uce68\uc744 \uc790\ub3d9 \uc810\uac80.<\/li>\n\n\n\n
    • \ub300\ub7c9 \ubc88\uc5ed\ubb3c \uc0ac\uc804 \uc2a4\ud06c\ub9ac\ub2dd<\/strong>: \ud2b9\uc815 \uc6a9\uc5b4 \ub204\ub77d, \uc758\ubbf8 \uc65c\uace1, \ubb38\uc7a5 \ub2e8\uc704 \ubd84\ub9ac \uc624\ub958 \ub4f1 \ub3c4\uba54\uc778\ubcc4\ub85c \ubc18\ubcf5\ub418\ub294 \ubb38\uc81c\ub97c \uc2e0\uc18d\ud558\uac8c \ud0d0\uc9c0\ud558\uc5ec \ub9ac\ubdf0\uc5b4\uc758 \uac80\ud1a0 \ubc94\uc704\ub97c \uc881\ud798.<\/li>\n\n\n\n
    • \ubc88\uc5ed\uac00 \ud14c\uc2a4\ud2b8\u00b7\uc120\ubc1c \uc790\ub3d9\ud654<\/strong>: \uc218\ubc31 \uba85\uc758 \uc9c0\uc6d0\uc790\uac00 \uc81c\ucd9c\ud55c \ud14c\uc2a4\ud2b8 \ubc88\uc5ed\uc744 \ub2e8\uc2dc\uac04\uc5d0 \ud3c9\uac00. \ubb38\uc7a5\ubcc4 \uc624\ub958 \uc720\ud615(\ub204\ub77d, \uc624\uc5ed, \uc2a4\ud0c0\uc77c \ubd88\uc77c\uce58 \ub4f1)\uacfc \uc2ec\uac01\ub3c4(\uacbd\ubbf8\/\uc911\ub300\/\uce58\uba85)\ub97c \uc790\ub3d9 \ubd84\ub958\ud574 \uc77c\uad00\ub41c \ud569\uaca9\u00b7\ubd88\ud569\uaca9 \uae30\uc900 \uc81c\uacf5.<\/li>\n\n\n\n
    • \uad50\uc721\u00b7\ud53c\ub4dc\ubc31 \uc9c0\uc6d0<\/strong>: \ubc18\ubcf5\uc801\uc73c\ub85c \uac80\ucd9c\ub418\ub294 \uc624\ub958 \ud328\ud134(\uc608: \ub9c8\ucf00\ud305 \ubb38\uad6c\uc758 \uc5b4\uc0c9\ud55c \ud45c\ud604, UI \uc6a9\uc5b4 \ubd88\uc77c\uce58)\uc744 \uae30\ubc18\uc73c\ub85c \uad50\uc721 \uc790\ub8cc\uc640 \ud53c\ub4dc\ubc31 \ub9ac\ud3ec\ud2b8\ub97c \uc790\ub3d9 \uc0dd\uc131.<\/li>\n\n\n\n
    • \ube44\uc6a9 \ucd5c\uc801\ud654<\/strong>: \uc0c1\uc6a9 MTQE API \ud638\ucd9c \ube44\uc6a9\uc774 \ubd80\ub2f4\ub418\ub294 \ub0b4\ubd80 QA\u00b7\ud14c\uc2a4\ud2b8 \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \uacbd\uc81c\uc801 \ub300\uc548\uc73c\ub85c \ud65c\uc6a9 \uac00\ub2a5.<\/li>\n<\/ul>\n\n\n\n

      \uc989, \ud55c\uc0d8\uae00\ub85c\ubc8c AIQE\uc194\ub8e8\uc158\uc740 \uace0\uac1d\uc0ac\uc758 \uc2e4\uc81c \uaddc\uce59\uacfc \ub3c4\uba54\uc778 \ud2b9\uc131\uc744 \uadf8\ub300\ub85c \ubc18\uc601<\/strong>\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc5d0\uc11c \uc2e4\uc6a9\uc131\uc774 \ud06c\uba70, \ub3d9\uc2dc\uc5d0 \ubc88\uc5ed\uac00 \uad00\ub9ac\u00b7\uad50\uc721 \ud504\ub85c\uc138\uc2a4\uae4c\uc9c0 \ud655\uc7a5<\/strong>\ud574 \ub0b4\ubd80 \ub9ac\uc18c\uc2a4 \uc6b4\uc601 \ud6a8\uc728\uc131\uae4c\uc9c0 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n

      MTQE \uc2dc\ub300, \ud55c\uc0d8\uae00\ub85c\ubc8c\uc758 \uc2e4\uc6a9\uc801 \uc811\uadfc<\/h3>\n\n\n\n

      MTQE\uac00 \uc5c5\uacc4\uc758 \uc0c8\ub85c\uc6b4 \ud45c\uc900\ucc98\ub7fc \uc790\ub9ac \uc7a1\uc544\uac00\uace0 \uc788\uc9c0\ub9cc, \ub2e8\uc77c \uc194\ub8e8\uc158\ub9cc\uc73c\ub85c\ub294 \ubaa8\ub4e0 \uc694\uad6c\ub97c \ucda9\uc871\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

        \n
      • EPIC<\/strong>\uc740 \uad6d\uc81c\uc801\uc73c\ub85c \uac80\uc99d\ub41c \ud488\uc9c8 \uc9c0\ud45c\uc640 \uae00\ub85c\ubc8c \uae30\uc900\uc744 \uc81c\uacf5\ud558\uc5ec, \uace0\uac1d\uc0ac\uc5d0 \u201c\uc138\uacc4\uc801\uc73c\ub85c \ud1b5\uc6a9\ub418\ub294 \uae30\uc900\uc744 \ub530\ub974\uace0 \uc788\ub2e4\u201d\ub294 \uc2e0\ub8b0\ub97c \uc90d\ub2c8\ub2e4.<\/li>\n\n\n\n
      • \ud55c\uc0d8\uae00\ub85c\ubc8c AIQE\uc194\ub8e8\uc158<\/strong>\uc740 \ud504\ub85c\uc81d\ud2b8\ubcc4 \uaddc\uce59\uacfc \ub3c4\uba54\uc778 \ud2b9\uc131\uc744 \ubc18\uc601\ud574 \uc2e4\uc81c \ud604\uc7a5\uc5d0\uc11c \ud544\uc694\ud55c \ub9de\ucda4\ud615 \ud488\uc9c8 \uac80\uc99d\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n

        \ud55c\uc0d8\uae00\ub85c\ubc8c\uc740 \uc774 \ub450 \uac00\uc9c0\ub97c \uacb0\ud569\ud574,<\/p>\n\n\n\n

          \n
        1. \uace0\uac1d\uc0ac\uc5d0 \uae00\ub85c\ubc8c \uc2e0\ub8b0\uc131\uc744 \ubcf4\uc7a5\ud558\uace0,<\/li>\n\n\n\n
        2. \ub3d9\uc2dc\uc5d0 \ud604\uc7a5\uc5d0\uc11c \ubc14\ub85c \uccb4\uac10\ud560 \uc218 \uc788\ub294 \ub9de\ucda4\ud615 \ud6a8\uacfc\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n

          \uc774\uac83\uc774 \ubc14\ub85c \ud55c\uc0d8\uae00\ub85c\ubc8c\uc774 MTQE \uc2dc\ub300\uc5d0 \ucc28\ubcc4\ud654\ub41c \uac00\uce58\ub97c \ub9cc\ub4e4\uc5b4\uac00\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4.<\/p>\n","protected":false},"featured_media":7928,"parent":0,"menu_order":0,"template":"","blog-types":[150],"class_list":["post-7925","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-types-technology-ko"],"acf":[],"yoast_head":"\nMTQE \uc2dc\ub300, \ud55c\uc0d8\uae00\ub85c\ubc8c\uc758 \uae00\ub85c\ubc8c, \uadf8\ub9ac\uace0 \ud604\uc7a5 \ub9de\ucda4\ud615 \uc774\uc911 \uc194\ub8e8\uc158 \uc804\ub7b5<\/title>\n<meta name=\"description\" content=\"\ud55c\uc0d8\uae00\ub85c\ubc8c\uc740 MTQE \uc2dc\ub300\uc5d0 \uad6d\uc81c \ud45c\uc900\uc744 \ucda9\uc871\ud558\ub294 TAUS EPIC\uacfc \ud55c\uc0d8\uae00\ub85c\ubc8c\uc774 \uc790\uccb4 \uac1c\ubc1c\ud55c AIQE \uc194\ub8e8\uc158\uc744 \ubcd1\ud589\ud574\uc11c QE\uc2e4\ubb34\uc5d0 \uc801\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub7f0 \ubc29\uc2dd\uc73c\ub85c \uae00\ub85c\ubc8c \uc2e0\ub8b0\uc131\uacfc \ud504\ub85c\uc81d\ud2b8\ubcc4 \ub9de\ucda4 \ud488\uc9c8 \uac80\uc99d\uc744 \ub3d9\uc2dc\uc5d0 \uc2e4\ud604\ud558\uba70, \ubc88\uc5ed \ud488\uc9c8 \ud5a5\uc0c1\uacfc \ube44\uc6a9 \uc808\uac10\uc744 \ud568\uaed8 \ub2ec\uc131\ud569\ub2c8\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/hansem.com\/ko\/blog\/mtqe-%ec%86%94%eb%a3%a8%ec%85%98-%eb%b3%91%ed%96%89-%ec%a0%84%eb%9e%b5\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MTQE \uc2dc\ub300, \ud55c\uc0d8\uae00\ub85c\ubc8c\uc740 \uc65c \ub450 \uac00\uc9c0 \uc194\ub8e8\uc158\uc744 \ubcd1\ud589\ud558\ub294\uac00\" \/>\n<meta property=\"og:description\" content=\"\ud55c\uc0d8\uae00\ub85c\ubc8c\uc740 MTQE \uc2dc\ub300\uc5d0 \uad6d\uc81c 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