{"id":116,"date":"2024-05-15T21:19:11","date_gmt":"2024-05-15T21:19:11","guid":{"rendered":"https:\/\/cloudbyte7.com\/?p=116"},"modified":"2025-05-07T21:15:46","modified_gmt":"2025-05-07T21:15:46","slug":"empowering-insights-understanding-natural-language-processing-nlp","status":"publish","type":"post","link":"https:\/\/cloudbyte7.com\/ko\/empowering-insights-understanding-natural-language-processing-nlp\/","title":{"rendered":"\ud1b5\ucc30\ub825 \uac15\ud654: \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uc774\ud574\ud558\uae30"},"content":{"rendered":"<div class=\"mx-5 sm:mx-0 prose text-left mb-5\">\n<h1>\ud1b5\ucc30\ub825 \uac15\ud654: \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uc774\ud574\ud558\uae30<\/h1>\n<p>\uc774 \uae00\uc744 \uc77d\uace0 \uacc4\uc2dc\ub2e4\uba74 \uc544\ub9c8\ub3c4 &quot;\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)&quot;\ub77c\ub294 \uc6a9\uc5b4\ub97c \ub4e4\uc5b4\ubcf4\uc168\uc744 \uac81\ub2c8\ub2e4. \ud558\uc9c0\ub9cc NLP\ub294 \uc815\ud655\ud788 \ubb34\uc5c7\uc774\uba70, \uc624\ub298\ub0a0 \uc65c \uc911\uc694\ud55c \uac83\uc77c\uae4c\uc694? NLP\ub294 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ud558\uc704 \ubd84\uc57c\ub85c, \uae30\uacc4\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4. \ud14d\uc2a4\ud2b8 \ubd84\uc11d\ubd80\ud130 \uc74c\uc131 \uc778\uc2dd\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ubaa8\ub4e0 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/p>\n<p>\ucd5c\uadfc \ub370\uc774\ud130 \uc0dd\uc131 \ubc0f \uc218\uc9d1\ub7c9\uc774 \uae09\uc99d\ud568\uc5d0 \ub530\ub77c \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \uc911\uc694\uc131\uc774 \uc810\uc810 \ucee4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubc29\ub300\ud55c \uc815\ubcf4 \uc18d\uc5d0\uc11c \uadf8 \uc758\ubbf8\ub97c \ud30c\uc545\ud558\ub294 \uac83\uc740 \uc27d\uc9c0 \uc54a\uc740 \uc77c\uc785\ub2c8\ub2e4. \ubc14\ub85c \uc774 \uc9c0\uc810\uc5d0\uc11c NLP\uac00 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. NLP\ub294 \uc54c\uace0\ub9ac\uc998\uacfc \uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \ub300\uaddc\ubaa8 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\uc5d0\uc11c \uc720\uc6a9\ud55c \ud1b5\ucc30\ub825\uacfc \uc758\ubbf8\ub97c \ucd94\ucd9c\ud574\ub0c5\ub2c8\ub2e4. \uc774\ub294 \uc758\ub8cc, \uae08\uc735, \ub9c8\ucf00\ud305 \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \ub9e4\uc6b0 \ud070 \uac00\uce58\ub97c \uc9c0\ub2d9\ub2c8\ub2e4.<\/p>\n<h2>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ucd08<\/h2>\n<h3>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uc815\uc758<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\uba70 \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \ub370 \uc911\uc810\uc744 \ub454 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ud558\uc704 \ubd84\uc57c\uc785\ub2c8\ub2e4. NLP\ub294 \ud14d\uc2a4\ud2b8\uc640 \uc74c\uc131 \uac19\uc740 \uc790\uc5f0\uc5b4 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \ucc98\ub9ac\ud558\uc5ec \uc758\ubbf8 \uc788\ub294 \uc815\ubcf4\ub97c \ucd94\ucd9c\ud560 \uc218 \uc788\ub294 \uc54c\uace0\ub9ac\uc998\uacfc \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/p>\n<h3>\uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\uc220\uc758 \uc9c4\ud654<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 1950\ub144\ub300 \ucd08\ucc3d\uae30\ubd80\ud130 \ube44\uc57d\uc801\uc778 \ubc1c\uc804\uc744 \uac70\ub4ed\ud574 \uc654\uc2b5\ub2c8\ub2e4. \ucd08\uae30 NLP \uc2dc\uc2a4\ud15c\uc740 \uc5b8\uc5b4 \ucc98\ub9ac\ub97c \uc704\ud55c \uaddc\uce59\uc744 \uc778\uac04 \uc804\ubb38\uac00\uac00 \uc9c1\uc811 \ub9cc\ub4e4\uc5b4\uc57c \ud558\ub294 \uaddc\uce59 \uae30\ubc18 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud588\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \ubcf5\uc7a1\ud55c \uc5b8\uc5b4 \ucc98\ub9ac \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ub370 \ud55c\uacc4\uac00 \uc788\uc5c8\uace0, \ub300\uaddc\ubaa8 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \ud544\uc694\ud55c \ud655\uc7a5\uc131\uc774 \ubd80\uc871\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \ub4f1\uc7a5\uc73c\ub85c \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uae30\uc220\uc740 \ube44\uc57d\uc801\uc73c\ub85c \ubc1c\uc804\ud588\uc2b5\ub2c8\ub2e4. \uc624\ub298\ub0a0 NLP \uc2dc\uc2a4\ud15c\uc740 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud558\uace0 \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac10\uc815 \ubd84\uc11d, \uc5b8\uc5b4 \ubc88\uc5ed, \uc74c\uc131 \uc778\uc2dd, \ud14d\uc2a4\ud2b8 \uc694\uc57d \ub4f1 \uad11\ubc94\uc704\ud55c \uc5b8\uc5b4 \uad00\ub828 \uc791\uc5c5\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uc790\uc5f0\uc5b4 \ucc98\ub9ac \uc2dc\uc2a4\ud15c\uc758 \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c<\/h3>\n<p>\uc77c\ubc18\uc801\uc73c\ub85c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uc2dc\uc2a4\ud15c\uc740 \uc790\uc5f0\uc5b4 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uace0 \ubd84\uc11d\ud558\uae30 \uc704\ud574 \ud568\uaed8 \uc791\ub3d9\ud558\ub294 \uba87 \uac00\uc9c0 \ud575\uc2ec \uad6c\uc131 \uc694\uc18c\ub85c \uc774\ub8e8\uc5b4\uc838 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\uc131 \uc694\uc18c\uc5d0\ub294 \ub2e4\uc74c\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ud1a0\ud070\ud654<\/strong>\ud14d\uc2a4\ud2b8\ub97c \uac1c\ubcc4 \ub2e8\uc5b4\ub098 \uad6c(\ud1a0\ud070)\ub85c \ubd84\ud574\ud558\uc5ec \ucd94\uac00 \ubd84\uc11d\uc744 \uc218\ud589\ud558\ub294 \uac83.<\/li>\n<li><strong>\ud488\uc0ac \ud0dc\uae45<\/strong>\uac01 \ub2e8\uc5b4\uc758 \ubb38\ubc95\uc801 \uad6c\uc870, \uc608\ub97c \ub4e4\uc5b4 \uba85\uc0ac, \ub3d9\uc0ac \ub610\ub294 \ud615\uc6a9\uc0ac\uc778\uc9c0 \uc5ec\ubd80\ub97c \ud30c\uc545\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uac1c\uccb4\uba85 \uc778\uc2dd(NER)<\/strong>\ud14d\uc2a4\ud2b8\uc5d0\uc11c \uc0ac\ub78c, \uc870\uc9c1, \uc704\uce58\uc640 \uac19\uc740 \uac1c\uccb4\ub97c \uc2dd\ubcc4\ud558\uace0 \ubd84\ub958\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uad6c\ubb38 \ubd84\uc11d<\/strong>\ubb38\uc7a5\uc758 \uad6c\ubb38 \uad6c\uc870\ub97c \ubd84\uc11d\ud558\uc5ec \uadf8 \uc758\ubbf8\ub97c \ud30c\uc545\ud558\ub294 \uac83.<\/li>\n<li><strong>\uac10\uc815 \ubd84\uc11d<\/strong>\uae00\uc758 \uac10\uc815\uc801 \uc5b4\uc870, \uc989 \uae0d\uc815\uc801, \ubd80\uc815\uc801 \ub610\ub294 \uc911\ub9bd\uc801\uc778\uc9c0 \uc5ec\ubd80\ub97c \ud30c\uc545\ud558\ub294 \uac83.<\/li>\n<\/ul>\n<p>\uc774\ub7ec\ud55c \uad6c\uc131 \uc694\uc18c\ub4e4\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uc2dc\uc2a4\ud15c\uc758 \uae30\ubcf8 \uad6c\uc131 \uc694\uc18c\ub97c \uc774\ub8e8\uba70, \ucef4\ud4e8\ud130\uac00 \uc790\uc5f0\uc5b4 \ub370\uc774\ud130\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<h2>\uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\ubc95 \ubc0f \ubaa8\ub378<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ucef4\ud4e8\ud130\uc640 \uc778\uac04 \uc5b8\uc5b4 \uac04\uc758 \uc0c1\ud638\uc791\uc6a9\uc744 \ub2e4\ub8e8\ub294 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ud558\uc704 \ubd84\uc57c\uc785\ub2c8\ub2e4. NLP \uae30\uc220\uacfc \ubaa8\ub378\uc740 \uae30\uacc4\uac00 \uc778\uac04 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\uba70 \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uac00\uc7a5 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \uba87 \uac00\uc9c0 NLP \uae30\uc220\uacfc \ubaa8\ub378\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ud14d\uc2a4\ud2b8 \uc804\ucc98\ub9ac<\/h3>\n<p>\ud14d\uc2a4\ud2b8 \uc804\ucc98\ub9ac\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \uccab \ubc88\uc9f8 \ub2e8\uacc4\ub85c, \uc6d0\uc2dc \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uae30\uacc4\uac00 \uc27d\uac8c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 \ud615\uc2dd\uc73c\ub85c \uc815\uc81c\ud558\uace0 \ubcc0\ud658\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\uc5d0\ub294 \ubd88\uc6a9\uc5b4 \uc81c\uac70, \uc5b4\uac04 \ucd94\ucd9c, \ud45c\uc81c\uc5b4 \ucd94\ucd9c, \ud1a0\ud070\ud654\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ud1a0\ud070\ud654\ub294 \ud14d\uc2a4\ud2b8\ub97c \uac1c\ubcc4 \ub2e8\uc5b4\ub098 \uad6c\ub85c \ubd84\ud574\ud558\ub294 \uacfc\uc815\uc774\uba70, \uc5b4\uac04 \ucd94\ucd9c\uacfc \ud45c\uc81c\uc5b4 \ucd94\ucd9c\uc740 \ub2e8\uc5b4\ub97c \uc5b4\uadfc \ud615\ud0dc\ub85c \uc904\uc774\ub294 \uae30\uc220\uc785\ub2c8\ub2e4.<\/p>\n<h3>\ub2e8\uc5b4 \uc0bd\uc785<\/h3>\n<p>\ub2e8\uc5b4 \uc784\ubca0\ub529\uc740 \ub2e8\uc5b4\ub97c \uace0\ucc28\uc6d0 \uacf5\uac04\uc758 \ubca1\ud130\ub85c \ud45c\ud604\ud558\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubaa8\ub378\uc758 \ud55c \uc720\ud615\uc785\ub2c8\ub2e4. \uc774 \uae30\ubc95\uc740 \ub2e8\uc5b4\uc758 \uc758\ubbf8\uc640 \ub2e8\uc5b4\ub4e4 \uac04\uc758 \uad00\uacc4\ub97c \ud30c\uc545\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub2e8\uc5b4 \uc784\ubca0\ub529\uc740 \uc5b8\uc5b4 \ubc88\uc5ed, \uac10\uc815 \ubd84\uc11d, \ud14d\uc2a4\ud2b8 \ubd84\ub958 \ub4f1 \ub2e4\uc591\ud55c NLP \uc791\uc5c5\uc5d0 \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h3>\ub525\ub7ec\ub2dd \uc811\uadfc\ubc95<\/h3>\n<p>\ub525\ub7ec\ub2dd \uae30\ubc95\uc740 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud559\uc2b5\ud558\uae30 \uc704\ud574 \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubaa8\ub378\ub4e4\uc758 \uc9d1\ud569\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\ub4e4\uc740 \uc5b8\uc5b4 \ubc88\uc5ed, \uc74c\uc131 \uc778\uc2dd, \uc774\ubbf8\uc9c0 \ucea1\uc158 \uc0dd\uc131\uacfc \uac19\uc740 \ubcf5\uc7a1\ud55c NLP \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. NLP\uc5d0\uc11c \uac00\uc7a5 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \ub525\ub7ec\ub2dd \ubaa8\ub378\ub85c\ub294 \uc21c\ud658 \uc2e0\uacbd\ub9dd(RNN), \ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd(CNN), \uadf8\ub9ac\uace0 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uae30\uc220\uacfc \ubaa8\ub378\uc740 \uae30\uacc4\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\uba70 \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ud14d\uc2a4\ud2b8 \uc804\ucc98\ub9ac\ub294 NLP\uc758 \uccab \ubc88\uc9f8 \ub2e8\uacc4\ub85c, \uc6d0\uc2dc \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uc815\uc81c\ud558\uace0 \ubcc0\ud658\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ub2e8\uc5b4 \uc784\ubca0\ub529\uc740 \ub2e8\uc5b4\uc758 \uc758\ubbf8\uc640 \ucf54\ud37c\uc2a4 \ub0b4 \ub2e4\ub978 \ub2e8\uc5b4\uc640\uc758 \uad00\uacc4\ub97c \ud30c\uc545\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub525\ub7ec\ub2dd \uc811\uadfc \ubc29\uc2dd\uc740 \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc744 \uc774\uc6a9\ud558\uc5ec \ubcf5\uc7a1\ud55c NLP \uc791\uc5c5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/p>\n<h2>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uc751\uc6a9<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uc218\ub9ce\uc740 \uc751\uc6a9 \ubd84\uc57c\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 NLP\uc758 \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \uc751\uc6a9 \uc0ac\ub840 \uba87 \uac00\uc9c0\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uac10\uc815 \ubd84\uc11d<\/h3>\n<p>\uac10\uc815 \ubd84\uc11d\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \ub300\ud45c\uc801\uc778 \uc751\uc6a9 \ubd84\uc57c\ub85c, \uba38\uc2e0 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\uc5d0\uc11c \uc8fc\uad00\uc801\uc778 \uc815\ubcf4\ub97c \uc2dd\ubcc4\ud558\uace0 \ucd94\ucd9c\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774 \uae30\ubc95\uc740 \ud2b9\uc815 \uc81c\ud488\uc774\ub098 \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \uace0\uac1d\uc758 \uac10\uc815\uc744 \ubd84\uc11d\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uac10\uc815 \ubd84\uc11d\uc740 \uae30\uc5c5\uc774 \uace0\uac1d\uc758 \uc694\uad6c\uc640 \uc120\ud638\ub3c4\ub97c \ud30c\uc545\ud558\uace0, \uadf8\uc5d0 \ub9de\ucdb0 \uc81c\ud488\uacfc \uc11c\ube44\uc2a4\ub97c \uac1c\uc120\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uae30\uacc4 \ubc88\uc5ed<\/h3>\n<p>\uae30\uacc4 \ubc88\uc5ed\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \ub610 \ub2e4\ub978 \uc778\uae30 \uc788\ub294 \uc751\uc6a9 \ubd84\uc57c\ub85c, \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud55c \uc5b8\uc5b4\uc758 \ud14d\uc2a4\ud2b8\ub97c \ub2e4\ub978 \uc5b8\uc5b4\ub85c \ubc88\uc5ed\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc624\ub298\ub0a0 \uc138\uacc4\ud654\ub41c \uc138\uc0c1\uc5d0\uc11c \uae30\uc5c5\ub4e4\uc774 \ub2e4\uc591\ud55c \uc5b8\uc5b4\ub85c \uace0\uac1d \ubc0f \ud30c\ud2b8\ub108\uc640 \uc18c\ud1b5\ud574\uc57c \ud558\ub294 \uc0c1\ud669\uc5d0\uc11c \uae30\uacc4 \ubc88\uc5ed\uc740 \uc810\uc810 \ub354 \uc911\uc694\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uae30\uacc4 \ubc88\uc5ed\uc740 \ub300\ub7c9\uc758 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ube60\ub974\uace0 \uc815\ud655\ud558\uac8c \ubc88\uc5ed\ud558\ub294 \ub370\uc5d0\ub3c4 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ucc57\ubd07\uacfc \uac00\uc0c1 \ube44\uc11c<\/h3>\n<p>\ucc57\ubd07\uacfc \uac00\uc0c1 \ube44\uc11c\ub294 \uace0\uac1d \uc11c\ube44\uc2a4 \ubc0f \uc9c0\uc6d0 \ubd84\uc57c\uc5d0\uc11c \uc810\uc810 \ub354 \uc778\uae30\ub97c \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ucc57\ubd07\uacfc \uac00\uc0c1 \ube44\uc11c\uac00 \uc790\uc5f0\uc5b4 \ucffc\ub9ac\ub97c \uc774\ud574\ud558\uace0 \uc801\uc808\ud558\uac8c \uc751\ub2f5\ud558\ub3c4\ub85d \ud559\uc2b5\uc2dc\ud0a4\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ucc57\ubd07\uacfc \uac00\uc0c1 \ube44\uc11c\ub294 \uae30\uc5c5\uc774 \uace0\uac1d \uacbd\ud5d8\uc744 \uac1c\uc120\ud558\uace0 \uc751\ub2f5 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uba70 \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ub192\uc774\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0 \uac78\uccd0 \uc218\ub9ce\uc740 \uc751\uc6a9 \ubd84\uc57c\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac10\uc815 \ubd84\uc11d\uc740 \uae30\uc5c5\uc774 \uace0\uac1d\uc758 \uc694\uad6c\uc640 \uc120\ud638\ub3c4\ub97c \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uace0, \uae30\uacc4 \ubc88\uc5ed\uc740 \uae30\uc5c5\uc774 \ub2e4\uc591\ud55c \uc5b8\uc5b4\ub85c \uace0\uac1d \ubc0f \ud30c\ud2b8\ub108\uc640 \uc18c\ud1b5\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc73c\uba70, \ucc57\ubd07\uacfc \uac00\uc0c1 \ube44\uc11c\ub294 \uae30\uc5c5\uc774 \uace0\uac1d \uacbd\ud5d8\uc744 \uac1c\uc120\ud558\uace0 \uc751\ub2f5 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c\uc758 \ub370\uc774\ud130 \ucc98\ub9ac<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\uba70 \uc870\uc791\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uc778\uacf5\uc9c0\ub2a5\uc758 \ud558\uc704 \ubd84\uc57c\uc785\ub2c8\ub2e4. NLP\uc758 \ud575\uc2ec\uc740 \ubc29\ub300\ud55c \uc591\uc758 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 NLP\uc5d0\uc11c \ub370\uc774\ud130 \ucc98\ub9ac\uc758 \ub450 \uac00\uc9c0 \uc911\uc694\ud55c \uce21\uba74\uc778 \ucf54\ud37c\uc2a4 \ubc0f \ub370\uc774\ud130\uc14b \uc0dd\uc131\uacfc \ub370\uc774\ud130 \uc8fc\uc11d \ubc0f \ub808\uc774\ube14\ub9c1\uc5d0 \ub300\ud574 \ub2e4\ub8f9\ub2c8\ub2e4.<\/p>\n<h3>\ucf54\ud37c\uc2a4 \ubc0f \ub370\uc774\ud130\uc14b \uc0dd\uc131<\/h3>\n<p>\ucf54\ud37c\uc2a4\ub294 \uc5b8\uc5b4 \ubd84\uc11d\uc5d0 \uc0ac\uc6a9\ub418\ub294 \ud14d\uc2a4\ud2b8 \ubaa8\uc74c\uc785\ub2c8\ub2e4. \ucf54\ud37c\uc2a4\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778\ub370, \ubaa8\ub378\uc744 \ud559\uc2b5\ud558\uace0 \ud14c\uc2a4\ud2b8\ud558\ub294 \ub370 \ud544\uc694\ud55c \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \ucf54\ud37c\uc2a4\ub97c \uc0dd\uc131\ud558\ub824\uba74 \uad00\uc2ec \uc601\uc5ed\uc744 \ud3ec\uad04\ud558\ub294 \ub300\ud45c\uc801\uc778 \ud14d\uc2a4\ud2b8 \uc0d8\ud50c\uc744 \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4. \ud14d\uc2a4\ud2b8\ub294 \ucc45, \uc6f9\uc0ac\uc774\ud2b8, \uc18c\uc15c \ubbf8\ub514\uc5b4, \ub274\uc2a4 \uae30\uc0ac \ub4f1 \ub2e4\uc591\ud55c \uacf3\uc5d0\uc11c \uc218\uc9d1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ucf54\ud37c\uc2a4\uac00 \uc0dd\uc131\ub418\uba74 \ubd84\uc11d\uc744 \uc704\ud574 \uc804\ucc98\ub9ac \uacfc\uc815\uc744 \uac70\uccd0\uc57c \ud569\ub2c8\ub2e4. \uc804\ucc98\ub9ac\uc5d0\ub294 \ud1a0\ud070\ud654, \uc5b4\uac04 \ucd94\ucd9c, \ubd88\uc6a9\uc5b4 \uc81c\uac70 \ub4f1\uc758 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ud1a0\ud070\ud654\ub294 \ud14d\uc2a4\ud2b8\ub97c \uac1c\ubcc4 \ub2e8\uc5b4 \ub610\ub294 \ud1a0\ud070\uc73c\ub85c \ub098\ub204\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc5b4\uac04 \ucd94\ucd9c\uc740 \ub2e8\uc5b4\ub97c \uc5b4\uadfc \ud615\ud0dc\ub85c \uc904\uc774\ub294 \uc791\uc5c5\uc774\uba70, \ubd88\uc6a9\uc5b4 \uc81c\uac70\ub294 &quot;the&quot;, &quot;and&quot;, &quot;a&quot;\uc640 \uac19\uc774 \uc758\ubbf8\uac00 \uac70\uc758 \uc5c6\ub294 \uc77c\ubc18\uc801\uc778 \ub2e8\uc5b4\ub97c \uc81c\uac70\ud558\ub294 \uc791\uc5c5\uc785\ub2c8\ub2e4.<\/p>\n<h3>\ub370\uc774\ud130 \uc8fc\uc11d \ubc0f \ub808\uc774\ube14\ub9c1<\/h3>\n<p>\ub370\uc774\ud130 \uc8fc\uc11d \ubc0f \ub808\uc774\ube14\ub9c1\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubaa8\ub378\uc774 \ud559\uc2b5\ud560 \uc218 \uc788\ub3c4\ub85d \ucf54\ud37c\uc2a4\uc5d0 \uba54\ud0c0\ub370\uc774\ud130\ub97c \ucd94\uac00\ud558\ub294 \uacfc\uc815\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uc8fc\uc11d \uc791\uc5c5\uc740 \uba85\uc0ac, \ud488\uc0ac, \uac10\uc815\uacfc \uac19\uc740 \ud14d\uc2a4\ud2b8\uc758 \ud2b9\uc815 \ud2b9\uc9d5\uc744 \uc2dd\ubcc4\ud558\uace0 \ub808\uc774\ube14\uc744 \uc9c0\uc815\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uba85\uc0ac\ub294 \uc0ac\ub78c, \uc870\uc9c1, \uc7a5\uc18c\uc640 \uac19\uc774 \ud14d\uc2a4\ud2b8\uc5d0 \uc5b8\uae09\ub41c \uad6c\uccb4\uc801\uc778 \uac1c\uccb4\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. \ud488\uc0ac\ub294 \uba85\uc0ac, \ub3d9\uc0ac, \ud615\uc6a9\uc0ac\uc640 \uac19\uc774 \ub2e8\uc5b4\uc758 \ubb38\ubc95\uc801 \ubc94\uc8fc\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \uac10\uc815\uc740 \uae0d\uc815\uc801, \ubd80\uc815\uc801, \uc911\ub9bd\uc801\uacfc \uac19\uc774 \ud14d\uc2a4\ud2b8\uc758 \uac10\uc815\uc801 \uc5b4\uc870\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/p>\n<p>\ub808\uc774\ube14\ub9c1\uc740 \ucf54\ud37c\uc2a4\uc5d0 \uc788\ub294 \uac01 \ud14d\uc2a4\ud2b8\uc5d0 \ub808\uc774\ube14 \ub610\ub294 \ubc94\uc8fc\ub97c \ud560\ub2f9\ud558\ub294 \uc791\uc5c5\uc785\ub2c8\ub2e4. \uc774\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ubd84\ub958\ub77c\ub294 \uacfc\uc815\uc744 \ud1b5\ud574 \uc774\ub8e8\uc5b4\uc9c0\ub294\ub370, \ud14d\uc2a4\ud2b8\uc758 \ub0b4\uc6a9\uc744 \uae30\ubc18\uc73c\ub85c \ubbf8\ub9ac \uc815\uc758\ub41c \ubc94\uc8fc\ub85c \ubd84\ub958\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub274\uc2a4 \uae30\uc0ac \ucf54\ud37c\uc2a4\ub294 \uc2a4\ud3ec\uce20, \uc815\uce58, \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8\uc640 \uac19\uc740 \ubc94\uc8fc\ub85c \ubd84\ub958\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \ucf54\ud37c\uc2a4\ub97c \uad6c\ucd95\ud558\uace0 \uc815\ud655\ud558\uac8c \uc8fc\uc11d\uc744 \ub2e4\ub294 \uac83\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubaa8\ub378 \uac1c\ubc1c\uc5d0 \uc788\uc5b4 \ub9e4\uc6b0 \uc911\uc694\ud55c \ub2e8\uacc4\uc785\ub2c8\ub2e4. \uc815\ud655\ud55c \uc8fc\uc11d\uc774 \ub2ec\ub9b0 \uc798 \uad6c\ucd95\ub41c \ucf54\ud37c\uc2a4\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uacfc\uc81c<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ubcf5\uc7a1\ud558\uace0 \ube60\ub974\uac8c \ubc1c\uc804\ud558\ub294 \ubd84\uc57c\ub85c, \ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uc0c1\ub2f9\ud55c \uc9c4\uc804\uc744 \uc774\ub8e8\uc5c8\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc778\uac04 \uc5b8\uc5b4\uc758 \ubcf5\uc7a1\uc131\uacfc \ub2e4\uc591\uc131\uc73c\ub85c \uc778\ud574 \uc5ec\uc804\ud788 \uc5ec\ub7ec \uac00\uc9c0 \uacfc\uc81c\uc5d0 \uc9c1\uba74\ud574 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 NLP\uc758 \ub450 \uac00\uc9c0 \uc8fc\uc694 \uacfc\uc81c\uc778 \ubaa8\ud638\uc131\uacfc \ubb38\ub9e5\uc801 \ub258\uc559\uc2a4, \uadf8\ub9ac\uace0 \uc5b8\uc5b4 \ub2e4\uc591\uc131\uacfc \uc801\uc751\uc131\uc5d0 \ub300\ud574 \ub17c\uc758\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h3>\ubaa8\ud638\uc131\uacfc \ub9e5\ub77d\uc801 \ub258\uc559\uc2a4<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \uacfc\uc81c \uc911 \ud558\ub098\ub294 \uc778\uac04 \uc5b8\uc5b4\uc758 \ubaa8\ud638\uc131\uacfc \ubb38\ub9e5\uc801 \ub258\uc559\uc2a4\ub97c \ub2e4\ub8e8\ub294 \uac83\uc785\ub2c8\ub2e4. \ub2e8\uc5b4\uc640 \uad6c\ub294 \uc0ac\uc6a9\ub418\ub294 \ubb38\ub9e5\uc5d0 \ub530\ub77c \uc5ec\ub7ec \uac00\uc9c0 \uc758\ubbf8\ub97c \uac00\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, &quot;\uc740\ud589(bank)&quot;\uc774\ub77c\ub294 \ub2e8\uc5b4\ub294 \uae08\uc735 \uae30\uad00\uc744 \uac00\ub9ac\ud0ac \uc218\ub3c4 \uc788\uace0 \uac15\uac00\ub97c \uac00\ub9ac\ud0ac \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ub9c8\ucc2c\uac00\uc9c0\ub85c, &quot;\uadf8\ub140\uc758 \uc624\ub9ac\ub97c \ubcf4\uc558\ub2e4(I saw her duck)&quot;\ub77c\ub294 \uad6c\ub294 &quot;\uadf8\ub140\uac00 \uace0\uac1c\ub97c \uc219\uc774\ub294 \uac83\uc744 \ubcf4\uc558\ub2e4&quot; \ub610\ub294 &quot;\uadf8\ub140\uc758 \uc560\uc644 \uc624\ub9ac\ub97c \ubcf4\uc558\ub2e4&quot;\ub77c\ub294 \ub450 \uac00\uc9c0 \uc758\ubbf8\ub85c \ud574\uc11d\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uc54c\uace0\ub9ac\uc998\uc740 \ub2e8\uc5b4\uc640 \uad6c\uac00 \uc0ac\uc6a9\ub418\ub294 \ub9e5\ub77d\uc744 \uc774\ud574\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574\uc11c\ub294 \ubc29\ub300\ud55c \uc591\uc758 \ud14d\uc2a4\ud2b8\ub97c \ubd84\uc11d\ud558\uc5ec \ub2e8\uc5b4 \uac04\uc758 \ud328\ud134\uacfc \uad00\uacc4\ub97c \ud30c\uc545\ud560 \uc218 \uc788\ub294 \uc815\uad50\ud55c \uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ub610\ud55c, NLP \uc54c\uace0\ub9ac\uc998\uc740 \ub2e8\uc5b4\uc640 \uad6c\uc758 \uc758\ubbf8\ub97c \uc815\ud655\ud558\uac8c \ud574\uc11d\ud558\uae30 \uc704\ud574 \ub300\ud654\ub098 \ubb38\uc11c\uc758 \ub354 \ub113\uc740 \ub9e5\ub77d\uc744 \uace0\ub824\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h3>\uc5b8\uc5b4 \ub2e4\uc591\uc131\uacfc \uc801\uc751\uc131<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \ub610 \ub2e4\ub978 \uc8fc\uc694 \uacfc\uc81c\ub294 \uc778\uac04 \uc5b8\uc5b4\uc758 \ub2e4\uc591\uc131\uacfc \uc801\uc751\uc131\uc785\ub2c8\ub2e4. \uc804 \uc138\uacc4\uc5d0\ub294 \uc218\ucc9c \uac1c\uc758 \uc5b8\uc5b4\uac00 \uc0ac\uc6a9\ub418\uace0 \uc788\uc73c\uba70, \uac01 \uc5b8\uc5b4\ub294 \uace0\uc720\ud55c \ubb38\ubc95, \uad6c\ubb38 \ubc0f \uc5b4\ud718\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc5b8\uc5b4\ub294 \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uc9c4\ud654\ud558\uba70, \uc0c8\ub85c\uc6b4 \ub2e8\uc5b4\uc640 \uad6c\ubb38\uc774 \ucd94\uac00\ub418\uace0 \uc624\ub798\ub41c \ub2e8\uc5b4\ub294 \uc0ac\uc6a9\ub418\uc9c0 \uc54a\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \uacfc\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uc54c\uace0\ub9ac\uc998\uc740 \uc0c8\ub85c\uc6b4 \uc5b8\uc5b4\uc640 \uae30\uc874 \uc5b8\uc5b4\uc758 \ubcc0\ud654\uc5d0 \uc801\uc751\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574\uc11c\ub294 \uc5b8\uc5b4\uc758 \uae30\ubcf8 \uad6c\uc870\uc5d0 \ub300\ud55c \uae4a\uc740 \uc774\ud574\uc640 \uc0c8\ub85c\uc6b4 \uc5b8\uc5b4\ub97c \ube60\ub974\uace0 \uc815\ud655\ud558\uac8c \ud559\uc2b5\ud558\ub294 \ub2a5\ub825\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ub610\ud55c, NLP \uc54c\uace0\ub9ac\uc998\uc740 \ubc29\uc5b8\uc774\ub098 \uc18d\uc5b4\uc640 \uac19\uc740 \uc5b8\uc5b4 \uc0ac\uc6a9\uc758 \ub2e4\uc591\ud55c \ubcc0\ud615\uc744 \ucc98\ub9ac\ud558\uc5ec \ud14d\uc2a4\ud2b8\uc758 \uc758\ubbf8\ub97c \uc815\ud655\ud558\uac8c \ud574\uc11d\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uc778\uac04 \uc5b8\uc5b4\uc758 \ubcf5\uc7a1\uc131\uacfc \ub2e4\uc591\uc131\uc73c\ub85c \uc778\ud574 \uc5ec\ub7ec \uac00\uc9c0 \uc5b4\ub824\uc6c0\uc5d0 \uc9c1\uba74\ud574 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uae30\uacc4 \ud559\uc2b5 \ubc0f \uc790\uc5f0\uc5b4 \uc774\ud574 \uae30\uc220\uc758 \ubc1c\uc804\uc73c\ub85c \uc774\ub7ec\ud55c \uc5b4\ub824\uc6c0\ub4e4\uc774 \ud574\uacb0\ub418\uace0 \uc788\uc73c\uba70, NLP\ub294 \uc778\uac04 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ubd84\uc11d\ud558\ub294 \ub370 \uc810\uc810 \ub354 \uac15\ub825\ud55c \ub3c4\uad6c\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ube44\uc988\ub2c8\uc2a4 \ubc0f \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c\uc758 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uae30\uc5c5 \uc6b4\uc601 \ubc29\uc2dd\uc744 \ud601\uc2e0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. NLP\ub294 \uae30\uc5c5\uc774 \uc77c\uc0c1\uc801\uc778 \uc5c5\ubb34\ub97c \uc790\ub3d9\ud654\ud558\uace0, \uace0\uac1d \uc11c\ube44\uc2a4\ub97c \ucd5c\uc801\ud654\ud558\uba70, \uc2dc\uc7a5 \ub3d9\ud5a5\uc744 \ubd84\uc11d\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ube44\uc988\ub2c8\uc2a4 \ubc0f \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c NLP\uac00 \uc5b4\ub5bb\uac8c \ud65c\uc6a9\ub418\uace0 \uc788\ub294\uc9c0 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uace0\uac1d \uc11c\ube44\uc2a4 \ucd5c\uc801\ud654<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \uac00\uc7a5 \uc911\uc694\ud55c \uc774\uc810 \uc911 \ud558\ub098\ub294 \uace0\uac1d \uc11c\ube44\uc2a4 \ucd5c\uc801\ud654 \ub2a5\ub825\uc785\ub2c8\ub2e4. NLP\ub97c \ud65c\uc6a9\ud558\uba74 \uae30\uc5c5\uc740 \uace0\uac1d \ubb38\uc758 \ucc98\ub9ac\uc640 \uac70\ub798 \uad00\ub9ac\ub97c \uc790\ub3d9\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc751\ub2f5 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uace0 \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, NLP \uae30\ubc18 \ucc57\ubd07\uc740 \uace0\uac1d\uc5d0\uac8c \uc989\uac01\uc801\uc778 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud558\uace0, \ubb38\uc758 \uc0ac\ud56d\uc5d0 \ub2f5\ubcc0\ud558\uba70, \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uae30\uc5c5\uc774 \uace0\uac1d \ud53c\ub4dc\ubc31\uc744 \ubd84\uc11d\ud558\ub294 \ub370\uc5d0\ub3c4 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. NLP\uc758 \ud558\uc704 \ubd84\uc57c\uc778 \uac10\uc131 \ubd84\uc11d\uc740 \uae30\uc5c5\uc774 \uc81c\ud488\uc774\ub098 \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \uace0\uac1d\uc758 \uac10\uc815\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740 \uac1c\uc120\uc774 \ud544\uc694\ud55c \ubd80\ubd84\uc744 \ud30c\uc545\ud558\uace0 \uace0\uac1d \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uc2dc\uc7a5 \ubd84\uc11d \ubc0f SEO<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uae30\uc5c5\uc774 \uc2dc\uc7a5 \ud2b8\ub80c\ub4dc\ub97c \ubd84\uc11d\ud558\uace0 \uac80\uc0c9 \uc5d4\uc9c4 \ucd5c\uc801\ud654(SEO) \ub178\ub825\uc744 \uac1c\uc120\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc18c\uc15c \ubbf8\ub514\uc5b4 \ub370\uc774\ud130, \ub274\uc2a4 \uae30\uc0ac, \uace0\uac1d \ub9ac\ubdf0 \ub4f1\uc744 \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \uae30\uc5c5\uc740 \uc2dc\uc7a5 \ud2b8\ub80c\ub4dc\uc5d0 \ub300\ud55c \uadc0\uc911\ud55c \ud1b5\ucc30\ub825\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740 \uc0c8\ub85c\uc6b4 \uae30\ud68c\ub97c \ud3ec\ucc29\ud558\uace0 \uacbd\uc7c1\uc5d0\uc11c \uc55e\uc11c \ub098\uac08 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uae30\uc5c5\uc758 \uac80\uc0c9 \uc5d4\uc9c4 \ucd5c\uc801\ud654(SEO) \ub178\ub825 \uac1c\uc120\uc5d0\ub3c4 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uace0\uac1d \uac80\uc0c9\uc5b4\ub97c \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \uae30\uc5c5\uc740 \uad00\ub828 \ud0a4\uc6cc\ub4dc\uc5d0 \ub9de\ucdb0 \ucf58\ud150\uce20\ub97c \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uac80\uc0c9 \uc5d4\uc9c4 \uc21c\uc704\ub97c \ub192\uc774\uace0 \uc6f9\uc0ac\uc774\ud2b8 \ud2b8\ub798\ud53d\uc744 \uc99d\uac00\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uae30\uc5c5\uc774 \uc6b4\uc601\uc744 \ucd5c\uc801\ud654\ud558\uace0 \uace0\uac1d \ubc0f \uc2dc\uc7a5\uc5d0 \ub300\ud55c \uadc0\uc911\ud55c \ud1b5\ucc30\ub825\uc744 \uc5bb\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. NLP\ub97c \ud65c\uc6a9\ud568\uc73c\ub85c\uc368 \uae30\uc5c5\uc740 \uace0\uac1d \uc11c\ube44\uc2a4\ub97c \uac1c\uc120\ud558\uace0 \uc2dc\uc7a5 \ub3d9\ud5a5\uc744 \ubd84\uc11d\ud558\uba70 SEO \ub178\ub825\uc744 \uac15\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc724\ub9ac\uc801 \uace0\ub824\uc0ac\ud56d<\/h2>\n<p>\ub2e4\ub978 \ubaa8\ub4e0 \uae30\uc220\uacfc \ub9c8\ucc2c\uac00\uc9c0\ub85c \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc5d0\ub3c4 \ud574\uacb0\ud574\uc57c \ud560 \uc724\ub9ac\uc801 \uace0\ub824 \uc0ac\ud56d\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 NLP\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \ub450 \uac00\uc9c0 \uc724\ub9ac\uc801 \uace0\ub824 \uc0ac\ud56d\uc778 NLP \ubaa8\ub378\uc758 \ud3b8\ud5a5 \ubc0f \uacf5\uc815\uc131, \uadf8\ub9ac\uace0 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubc0f \ub370\uc774\ud130 \ubcf4\uc548\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubaa8\ub378\uc5d0\uc11c\uc758 \ud3b8\ud5a5\uacfc \uacf5\uc815\uc131<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \uc724\ub9ac\uc801 \uace0\ub824 \uc0ac\ud56d \uc911 \ud558\ub098\ub294 \ubaa8\ub378\uc5d0 \ud3b8\ud5a5\uacfc \ubd88\uacf5\uc815\uc131\uc774 \ubc1c\uc0dd\ud560 \uac00\ub2a5\uc131\uc785\ub2c8\ub2e4. \ud3b8\ud5a5\uc740 \ub370\uc774\ud130 \uc218\uc9d1, \ub370\uc774\ud130 \ub808\uc774\ube14\ub9c1, \uc54c\uace0\ub9ac\uc998 \uc124\uacc4, \ubaa8\ub378 \ud3c9\uac00\ub97c \ud3ec\ud568\ud558\uc5ec NLP \ubaa8\ub378 \uac1c\ubc1c \ubc0f \ubc30\ud3ec \uc804\ubc18\uc5d0 \uac78\uccd0 \ub2e4\uc591\ud55c \ubc29\uc2dd\uc73c\ub85c \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, NLP \ubaa8\ub378 \ud559\uc2b5\uc5d0 \uc0ac\uc6a9\ub41c \ub370\uc774\ud130\uc5d0 \ud3b8\ud5a5\uc774 \uc788\ub2e4\uba74 \ubaa8\ub378 \ub610\ud55c \ud3b8\ud5a5\ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubaa8\ub378\uc5d0\uc11c \ud3b8\ud5a5\uc744 \uc644\ud654\ud558\uace0 \uacf5\uc815\uc131\uc744 \ud655\ubcf4\ud558\uae30 \uc704\ud574\uc11c\ub294 \ub2e4\uc591\ud558\uace0 \ub300\ud45c\uc131 \uc788\ub294 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ud655\ubcf4\ud558\uace0, \ud3b8\ud5a5 \uc99d\ud3ed\uc744 \ubc29\uc9c0\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc744 \uc2e0\uc911\ud558\uac8c \uc124\uacc4\ud558\uba70, \ubaa8\ub378\uc758 \uacf5\uc815\uc131\uacfc \uc815\ud655\uc131\uc744 \ud3c9\uac00\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ub610\ud55c, \ubaa8\ub378\uc758 \uc7a0\uc7ac\uc801 \ud3b8\ud5a5\uc744 \uc2dd\ubcc4\ud558\uace0 \ud574\uacb0\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \uac1c\ubc1c\uc790 \ubc0f \uc774\ud574\uad00\uacc4\uc790 \ud300\uc744 \uad6c\uc131\ud558\ub294 \uac83\ub3c4 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h3>\uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubc0f \ub370\uc774\ud130 \ubcf4\uc548<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc5d0\uc11c \ub610 \ub2e4\ub978 \uc724\ub9ac\uc801 \uace0\ub824 \uc0ac\ud56d\uc740 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubc0f \ub370\uc774\ud130 \ubcf4\uc548\uc785\ub2c8\ub2e4. NLP \ubaa8\ub378\uc740 \uc885\uc885 \ubbfc\uac10\ud55c \uac1c\uc778 \uc815\ubcf4\ub97c \ud3ec\ud568\ud55c \ub300\ub7c9\uc758 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc811\uadfc\uc744 \ud544\uc694\ub85c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub370\uc774\ud130\ub294 \ud574\ud0b9, \uc808\ub3c4 \ub610\ub294 \uc624\uc6a9\uc5d0 \ucde8\uc57d\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \uac1c\uc778\uacfc \uc870\uc9c1 \ubaa8\ub450\uc5d0\uac8c \uc2ec\uac01\ud55c \uacb0\uacfc\ub97c \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc5d0\uc11c \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubc0f \ub370\uc774\ud130 \ubcf4\uc548\uc744 \uc704\ud574\uc11c\ub294 \uc548\uc804\ud55c \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \uc554\ud638\ud654 \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud558\uace0, \ubbfc\uac10\ud55c \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc811\uadfc\uc744 \uc81c\ud55c\ud558\uba70, \ub370\uc774\ud130 \uc0ac\uc6a9 \ubc0f \uacf5\uc720\uc5d0 \ub300\ud55c \uba85\ud655\ud55c \uc815\ucc45\uc744 \uc218\ub9bd\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ub610\ud55c, NLP \ubaa8\ub378\uc5d0 \uc0ac\uc6a9\ub418\ub294 \ub370\uc774\ud130\uc758 \uc8fc\uccb4\uc778 \uac1c\uc778\uc73c\ub85c\ubd80\ud130 \uc0ac\uc804 \ub3d9\uc758\ub97c \uc5bb\uace0, \ub370\uc774\ud130\uac00 \uc758\ub3c4\ub41c \ubaa9\uc801\uc5d0\ub9cc \uc0ac\uc6a9\ub418\ub3c4\ub85d \ubcf4\uc7a5\ud558\ub294 \uac83\uc774 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc804\ubc18\uc801\uc73c\ub85c, \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc5d0\uc11c \uc724\ub9ac\uc801 \uace0\ub824 \uc0ac\ud56d\uc744 \ub2e4\ub8e8\ub294 \uac83\uc740 \uc774 \uae30\uc220\uc774 \ucc45\uc784\uac10 \uc788\uac8c \uc0ac\uc6a9\ub418\uace0 \ubaa8\ub450\uc5d0\uac8c \uc774\uc775\uc774 \ub418\ub3c4\ub85d \ubcf4\uc7a5\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \ud3b8\uacac\uc744 \uc644\ud654\ud558\uace0, \uacf5\uc815\uc131\uc744 \ubcf4\uc7a5\ud558\uba70, \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \ub370\uc774\ud130 \ubcf4\uc548\uc744 \uac15\ud654\ud558\ub294 \uc870\uce58\ub97c \ucde8\ud568\uc73c\ub85c\uc368, \uc6b0\ub9ac\ub294 \ud1b5\ucc30\ub825\uc744 \ub192\uc774\uace0 NLP\uc758 \uc7a0\uc7ac\ub825\uc744 \uadf9\ub300\ud654\ud558\uc5ec \uae0d\uc815\uc801\uc778 \ubcc0\ud654\ub97c \uc774\ub04c\uc5b4\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \ubc1c\uc804<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \uc0c1\ub2f9\ud55c \ubc1c\uc804\uc744 \uc774\ub8e8\uc5c8\uc73c\uba70, \uc774\ub7ec\ud55c \ubc1c\uc804\uc740 \uc758\ub8cc, \uace0\uac1d \uc11c\ube44\uc2a4, \ub9c8\ucf00\ud305 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0 \uc0c8\ub85c\uc6b4 \uac00\ub2a5\uc131\uc744 \uc5f4\uc5b4\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 NLP\uc758 \ucd5c\uc2e0 \ubc1c\uc804 \uc0ac\ub840\uc785\ub2c8\ub2e4.<\/p>\n<h3>\uc804\uc774 \ud559\uc2b5<\/h3>\n<p>\uc804\uc774 \ud559\uc2b5\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \ubc1c\uc804 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uc774\ub294 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc73c\ub85c \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a8 \ud6c4 \ud2b9\uc815 \uc791\uc5c5\uc5d0 \ub9de\uac8c \ubbf8\uc138 \uc870\uc815\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \ubaa8\ub378 \ud559\uc2b5\uc5d0 \ud544\uc694\ud55c \ub370\uc774\ud130 \uc591\uc744 \uc904\uc774\uace0 \ubaa8\ub378\uc758 \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \ud6a8\uacfc\uc801\uc778 \uac83\uc73c\ub85c \uc785\uc99d\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc804\uc774 \ud559\uc2b5 \ub355\ubd84\uc5d0 BERT, GPT-2\uc640 \uac19\uc740 \uc0ac\uc804 \ud559\uc2b5\ub41c \uc5b8\uc5b4 \ubaa8\ub378\uc774 \uac1c\ubc1c\ub418\uc5c8\uace0, \uc774 \ubaa8\ub378\ub4e4\uc740 \ub2e4\uc591\ud55c NLP \uc791\uc5c5\uc5d0\uc11c \ucd5c\ucca8\ub2e8 \uc131\ub2a5\uc744 \ub2ec\uc131\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uba40\ud2f0\ubaa8\ub2ec \uc2dc\uc2a4\ud15c\uc5d0\uc11c\uc758 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ud14d\uc2a4\ud2b8 \uae30\ubc18 \ub370\uc774\ud130\uc5d0\ub9cc \uad6d\ud55c\ub418\uc9c0 \uc54a\uace0 \ud14d\uc2a4\ud2b8, \uc74c\uc131, \uc774\ubbf8\uc9c0 \ub4f1 \ub2e4\uc591\ud55c \ud1b5\uc2e0 \ubc29\uc2dd\uc744 \uc544\uc6b0\ub974\ub294 \uba40\ud2f0\ubaa8\ub2ec \uc2dc\uc2a4\ud15c\uc73c\ub85c \ud655\uc7a5\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc560\ud50c\uc758 \uc2dc\ub9ac\ub098 \uc544\ub9c8\uc874\uc758 \uc54c\ub809\uc0ac\uc640 \uac19\uc774 \uc790\uc5f0\uc5b4 \uc9c8\ubb38\uc744 \uc774\ud574\ud558\uace0 \uc751\ub2f5\ud560 \uc218 \uc788\ub294 \uc9c0\ub2a5\ud615 \uac00\uc0c1 \ube44\uc11c\uac00 \uac1c\ubc1c\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uba40\ud2f0\ubaa8\ub2ec \uc2dc\uc2a4\ud15c\uc5d0\uc11c\uc758 NLP\ub294 \uc758\ub8cc \uc601\uc0c1 \ubd84\uc11d\uc744 \uc704\ud55c \uc758\ub8cc \ubd84\uc57c\uc640 \uc790\uc728\uc8fc\ud589\ucc28 \uac1c\ubc1c\uc744 \uc704\ud55c \uc790\ub3d9\ucc28 \uc0b0\uc5c5\uc5d0\uc11c\ub3c4 \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \ubc1c\uc804\uc740 \uc790\uc5f0\uc5b4 \ucffc\ub9ac\ub97c \uc774\ud574\ud558\uace0 \uc751\ub2f5\ud560 \uc218 \uc788\ub294 \uc9c0\ub2a5\ud615 \uc2dc\uc2a4\ud15c \uac1c\ubc1c\uc758 \uae38\uc744 \uc5f4\uc5c8\uc2b5\ub2c8\ub2e4. \uc804\uc774 \ud559\uc2b5\uacfc \uba40\ud2f0\ubaa8\ub2ec \uc2dc\uc2a4\ud15c\uc5d0\uc11c\uc758 NLP\ub294 NLP \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \ubc1c\uc804 \uc911 \ud558\ub098\uc774\uba70, \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc0c8\ub85c\uc6b4 \uac00\ub2a5\uc131\uc744 \uc5f4\uc5b4\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ub3c4\uad6c \ubc0f \ud504\ub808\uc784\uc6cc\ud06c<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ub9ce\uc740 \uc804\ubb38 \uc9c0\uc2dd\uacfc \uacbd\ud5d8\uc744 \uc694\uad6c\ud558\ub294 \ubcf5\uc7a1\ud55c \ubd84\uc57c\uc785\ub2c8\ub2e4. \ub2e4\ud589\ud788 NLP\ub97c \uc2dc\uc791\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ub2e4\uc591\ud55c \ub3c4\uad6c\uc640 \ud504\ub808\uc784\uc6cc\ud06c\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uac00\uc7a5 \uc778\uae30 \uc788\ub294 \uc624\ud508 \uc18c\uc2a4 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \uc0c1\uc6a9 NLP \ud50c\ub7ab\ud3fc \uba87 \uac00\uc9c0\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uc624\ud508 \uc18c\uc2a4 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/h3>\n<p>\uc624\ud508\uc18c\uc2a4 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub97c \uc2dc\uc791\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc720\uc6a9\ud55c \ubc29\ubc95\uc785\ub2c8\ub2e4. \ubb34\ub8cc\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\uace0 \ud544\uc694\uc5d0 \ub9de\uac8c \uc27d\uac8c \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uac00\uc7a5 \uc778\uae30 \uc788\ub294 \uc624\ud508\uc18c\uc2a4 NLP \ub77c\uc774\ube0c\ub7ec\ub9ac \uba87 \uac00\uc9c0\uc785\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>NLTK<\/strong>NLTK(Natural Language Toolkit)\ub294 \ud30c\uc774\uc36c\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \uc624\ud508\uc18c\uc2a4 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4. \ud1a0\ud070\ud654, \uc5b4\uac04 \ucd94\ucd9c, \ud0dc\uae45, \uad6c\ubb38 \ubd84\uc11d \ub4f1 \ub2e4\uc591\ud55c \uc791\uc5c5\uc744 \uc704\ud55c \ub3c4\uad6c\uc640 \ub9ac\uc18c\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc2a4\ud30c\uc2dc<\/strong>SpaCy\ub294 \ud30c\uc774\uc36c\uc6a9\uc73c\ub85c \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \uc624\ud508\uc18c\uc2a4 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4. \ube60\ub974\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \uc124\uacc4\ub418\uc5b4 \ub300\uaddc\ubaa8 NLP \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. SpaCy\ub294 \ud1a0\ud070\ud654, \uac1c\uccb4\uba85 \uc778\uc2dd, \uc758\uc874 \uad6c\ubb38 \ubd84\uc11d \ub4f1 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc2a4\ud0e0\ud3ec\ub4dc \ucf54\uc5b4NLP<\/strong>Stanford CoreNLP\ub294 \uc2a4\ud0e0\ud3ec\ub4dc \ub300\ud559\uad50\uc5d0\uc11c \uac1c\ubc1c\ud55c \uc624\ud508 \uc18c\uc2a4 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4. \ud1a0\ud070\ud654, \ud488\uc0ac \ud0dc\uae45, \uac1c\uccb4\uba85 \uc778\uc2dd, \uac10\uc815 \ubd84\uc11d \ub4f1 \ub2e4\uc591\ud55c \uc791\uc5c5\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>\uc0c1\uc6a9 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ud50c\ub7ab\ud3fc<\/h3>\n<p>\uc0c1\uc6a9 NLP \ud50c\ub7ab\ud3fc\uc740 \uace0\uae09 \uae30\ub2a5\uc774 \ud544\uc694\ud558\uac70\ub098 \uc790\uccb4 NLP \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud560 \uc804\ubb38 \uc9c0\uc2dd\uc774 \ubd80\uc871\ud55c \uacbd\uc6b0\uc5d0 \uc88b\uc740 \uc120\ud0dd\uc785\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uac00\uc7a5 \uc778\uae30 \uc788\ub294 \uc0c1\uc6a9 NLP \ud50c\ub7ab\ud3fc \uba87 \uac00\uc9c0\uc785\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\uc544\ub9c8\uc874 \ucef4\ud504\ub9ac\ub358\ud2b8<\/strong>Amazon Comprehend\ub294 \uac10\uc815 \ubd84\uc11d, \uac1c\uccb4 \uc778\uc2dd, \ud1a0\ud53d \ubaa8\ub378\ub9c1 \ub4f1 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 \ub2e4\ub978 AWS \uc11c\ube44\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uad6c\uae00 \ud074\ub77c\uc6b0\ub4dc \uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/strong>Google Cloud Natural Language\ub294 \uac10\uc815 \ubd84\uc11d, \uac1c\uccb4 \uc778\uc2dd, \uad6c\ubb38 \ubd84\uc11d \ub4f1 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\ud558\uae30 \uc27d\uace0 \ub2e4\ub978 Google Cloud \uc11c\ube44\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \uc560\uc800 \ucf54\uadf8\ub2c8\ud2f0\ube0c \uc11c\ube44\uc2a4<\/strong>Microsoft Azure Cognitive Services\ub294 \uac10\uc815 \ubd84\uc11d, \uac1c\uccb4 \uc778\uc2dd, \ud575\uc2ec \uad6c\ubb38 \ucd94\ucd9c \ub4f1 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc774 \uac04\ud3b8\ud558\uba70 \ub2e4\ub978 Microsoft Azure \uc11c\ube44\uc2a4\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc5d0\ub294 \uc624\ud508 \uc18c\uc2a4 \ubc0f \uc0c1\uc6a9\uc744 \ud3ec\ud568\ud558\uc5ec \ub2e4\uc591\ud55c \ub3c4\uad6c\uc640 \ud504\ub808\uc784\uc6cc\ud06c\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \uc0ac\uc6a9\uc790\uc758 \uad6c\uccb4\uc801\uc778 \uc694\uad6c \uc0ac\ud56d\uacfc \uc804\ubb38 \uc9c0\uc2dd \uc218\uc900\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/p>\n<h2>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uc131\ub2a5 \uce21\uc815<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \uce21\uc815\ud560 \ub54c \uc5b4\ub5a4 \uc9c0\ud45c\ub97c \uc0ac\uc6a9\ud574\uc57c \ud560\uc9c0 \uacb0\uc815\ud558\ub294 \uac83\uc740 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. BLEU\ub098 ROUGE\uc640 \uac19\uc740 \uae30\uc874 \uc9c0\ud45c\ub4e4\uc740 \uc6d0\ub798 \uae30\uacc4 \ubc88\uc5ed \ubc0f \uc694\uc57d \uc791\uc5c5\uc5d0 \ub9de\ucdb0 \uc124\uacc4\ub418\uc5c8\uae30 \ub54c\ubb38\uc5d0 \ub2e4\ub978 NLP \uc791\uc5c5\uc5d0\ub294 \uc801\ud569\ud558\uc9c0 \uc54a\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud2b9\uc815 \uc791\uc5c5\uc5d0 \uc801\ud569\ud55c \ub2e4\uc591\ud55c \uc9c0\ud45c\ub4e4\uc744 \uace0\ub824\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ud3c9\uac00 \uc9c0\ud45c<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubaa8\ub378\uc744 \ud3c9\uac00\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \uc9c0\ud45c\uc5d0\ub294 \uc815\ubc00\ub3c4, \uc7ac\ud604\uc728, F1 \uc810\uc218, \uc815\ud655\ub3c4 \ubc0f \ud37c\ud50c\ub809\uc11c\ud2f0\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc9c0\ud45c\ub294 \uac10\uc815 \ubd84\uc11d, \uac1c\uccb4\uba85 \uc778\uc2dd \ub610\ub294 \uae30\uacc4 \ubc88\uc5ed\uacfc \uac19\uc740 \ud2b9\uc815 \uc791\uc5c5\uc5d0\uc11c \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \uce21\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc815\ubc00\ub3c4\ub294 \ubaa8\ub378\uc774 \ub0b4\ub9b0 \ubaa8\ub4e0 \uae0d\uc815 \uc608\uce21 \uc911\uc5d0\uc11c \uc2e4\uc81c \uae0d\uc815(\uc815\ud655\ud558\uac8c \uc2dd\ubcc4\ub41c \uc0ac\ub840)\uc758 \ube44\uc728\uc744 \uce21\uc815\ud569\ub2c8\ub2e4. \uc7ac\ud604\uc728\uc740 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ubaa8\ub4e0 \uc2e4\uc81c \uc0ac\ub840 \uc911\uc5d0\uc11c \uc2e4\uc81c \uae0d\uc815\uc758 \ube44\uc728\uc744 \uce21\uc815\ud569\ub2c8\ub2e4. F1 \uc810\uc218\ub294 \uc815\ubc00\ub3c4\uc640 \uc7ac\ud604\uc728\uc758 \uc870\ud654 \ud3c9\uade0\uc785\ub2c8\ub2e4. \uc815\ud655\ub3c4\ub294 \ubaa8\ub378\uc774 \ub0b4\ub9b0 \ubaa8\ub4e0 \uc608\uce21 \uc911\uc5d0\uc11c \uc815\ud655\ud55c \uc608\uce21\uc758 \ube44\uc728\uc744 \uce21\uc815\ud569\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ud37c\ud50c\ub809\uc2dc\ud2f0\ub294 \ubaa8\ub378\uc774 \ub2e8\uc5b4 \uc2dc\ud000\uc2a4\uc758 \ud655\ub960\uc744 \uc5bc\ub9c8\ub098 \uc798 \uc608\uce21\ud558\ub294\uc9c0\ub97c \ub098\ud0c0\ub0b4\ub294 \ucc99\ub3c4\uc785\ub2c8\ub2e4.<\/p>\n<h3>\ubca4\uce58\ub9c8\ud0b9 \ubc0f \ube44\uad50 \uc5f0\uad6c<\/h3>\n<p>\ubca4\uce58\ub9c8\ud0b9\uc740 \ud45c\uc900 \uc791\uc5c5 \ubc0f \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc131\ub2a5 \uae30\uc900\uc120\uc744 \uc124\uc815\ud558\uace0 \ub2e4\uc591\ud55c \ubaa8\ub378 \uac04\uc758 \ube44\uad50 \uc5f0\uad6c\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ube44\uad50 \uc5f0\uad6c\ub294 \ub3d9\uc77c\ud55c \uc791\uc5c5\uc5d0\uc11c \uc11c\ub85c \ub2e4\ub978 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ube44\uad50\ud558\ub294 \uac83\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uc774\ub294 \ubca4\uce58\ub9c8\ud0b9 \ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud558\uac70\ub098 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ub370\uc774\ud130\uc14b\uc744 \uc0dd\uc131\ud558\uc5ec \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ube44\uad50 \uc5f0\uad6c\ub294 \ud2b9\uc815 \uc791\uc5c5\uc5d0\uc11c \uac00\uc7a5 \uc6b0\uc218\ud55c \uc131\ub2a5\uc744 \ubcf4\uc774\ub294 \ubaa8\ub378\uc744 \uc2dd\ubcc4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \ub2e4\uc591\ud55c \ubaa8\ub378\uc758 \uac15\uc810\uacfc \uc57d\uc810\uc5d0 \ub300\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ucd5c\uadfc \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubd84\uc57c\uc5d0\uc11c \ubca4\uce58\ub9c8\ud0b9 \ubc0f \ube44\uad50 \uc5f0\uad6c\uc5d0 \ub300\ud55c \uad00\uc2ec\uc774 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad00\uc2ec\uc740 GLUE \ubc0f SuperGLUE\uc640 \uac19\uc774 \ub2e4\uc591\ud55c NLP \uc791\uc5c5\uc744 \ud3ec\uad04\ud558\ub294 \ub300\uaddc\ubaa8 \ubca4\uce58\ub9c8\ud0b9 \ub370\uc774\ud130\uc14b\uc758 \uac1c\ubc1c\ub85c \uc774\uc5b4\uc84c\uc2b5\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\uc14b\ub4e4\uc740 BERT \ubc0f GPT-3\uc640 \uac19\uc740 \uc0ac\uc804 \ud559\uc2b5\ub41c \uc5b8\uc5b4 \ubaa8\ub378\uc744 \ud3ec\ud568\ud558\uc5ec \ub2e4\uc591\ud55c \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\uc5b4 \uc654\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc804\ubc18\uc801\uc73c\ub85c \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \uce21\uc815\ud558\ub294 \uac83\uc740 \uc801\uc808\ud55c \uc9c0\ud45c\uc640 \ubca4\uce58\ub9c8\ud0b9 \ub370\uc774\ud130\uc14b\uc744 \uc2e0\uc911\ud558\uac8c \uace0\ub824\ud574\uc57c \ud558\ub294 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc785\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ub2e4\uc591\ud55c \ud3c9\uac00 \uc9c0\ud45c\ub97c \ud65c\uc6a9\ud558\uace0 \ubca4\uce58\ub9c8\ud0b9 \ubc0f \ube44\uad50 \uc5f0\uad6c\uc5d0 \ucc38\uc5ec\ud568\uc73c\ub85c\uc368 NLP \ubaa8\ub378\uc758 \uc131\ub2a5\uc5d0 \ub300\ud55c \uadc0\uc911\ud55c \ud1b5\ucc30\ub825\uc744 \uc5bb\uace0 \uac1c\uc120\uc774 \ud544\uc694\ud55c \ubd80\ubd84\uc744 \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \ubbf8\ub798 \ubc29\ud5a5<\/h2>\n<h3>\ub3d9\ud5a5 \ubc0f \uc608\uce21<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ucd5c\uadfc \uba87 \ub144 \ub3d9\uc548 \ube44\uc57d\uc801\uc778 \ubc1c\uc804\uc744 \uc774\ub8e8\uc5c8\uc73c\uba70, \uc55e\uc73c\ub85c\ub3c4 \uc9c0\uc18d\uc801\uc73c\ub85c \ubc1c\uc804\ud558\uace0 \ud5a5\uc0c1\ub420 \uac83\uc774\ub77c\ub294 \ub370\ub294 \uc758\uc2ec\uc758 \uc5ec\uc9c0\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. NLP\uc758 \uac00\uc7a5 \ud070 \ud2b8\ub80c\ub4dc \uc911 \ud558\ub098\ub294 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998, \ud2b9\ud788 \ub525\ub7ec\ub2dd\uc758 \ud65c\uc6a9\uc73c\ub85c, \uc74c\uc131 \uc778\uc2dd, \uac10\uc815 \ubd84\uc11d, \uae30\uacc4 \ubc88\uc5ed\uacfc \uac19\uc740 \ubd84\uc57c\uc5d0\uc11c \uc0c1\ub2f9\ud55c \ubc1c\uc804\uc744 \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc55e\uc73c\ub85c\ub3c4 \uc9c0\uc18d\ub420 \uac00\ub2a5\uc131\uc774 \ub192\uc740 \ub610 \ub2e4\ub978 \ucd94\uc138\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub97c \uc0ac\ubb3c \uc778\ud130\ub137(IoT), \uac00\uc0c1 \ube44\uc11c, \ucc57\ubd07\uacfc \uac19\uc740 \ub2e4\ub978 \uae30\uc220\uacfc \ud1b5\ud569\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud1b5\ud569\uc744 \ud1b5\ud574 \uc778\uac04\uacfc \uae30\uacc4 \uac04\uc758 \ub354\uc6b1 \uc790\uc5f0\uc2a4\ub7fd\uace0 \uc9c1\uad00\uc801\uc778 \uc18c\ud1b5\uc774 \uac00\ub2a5\ud574\uc838 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc774 \ud5a5\uc0c1\ub418\uace0 \ud6a8\uc728\uc131\uc774 \uc99d\ub300\ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ud2b9\ud788 \ud3b8\ud5a5, \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubc0f \ubcf4\uc548\uacfc \uac19\uc740 \uc601\uc5ed\uc5d0\uc11c \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \uc724\ub9ac\uc801, \uc0ac\ud68c\uc801 \ud568\uc758\uc5d0 \ub300\ud55c \uad00\uc2ec\uc774 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. NLP\uac00 \ub354\uc6b1 \ub110\ub9ac \ubcf4\uae09\ub428\uc5d0 \ub530\ub77c, \uc774 \uae30\uc220\uc774 \ucc45\uc784\uac10 \uc788\uace0 \uc724\ub9ac\uc801\uc778 \ubc29\uc2dd\uc73c\ub85c \uc0ac\uc6a9\ub418\ub3c4\ub85d \uc774\ub7ec\ud55c \ubb38\uc81c\ub4e4\uc744 \ud574\uacb0\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<h3>\uc5f0\uad6c \uac1c\ubc1c \uc911\uc810 \ubd84\uc57c<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uc5f0\uad6c\uc6d0\uacfc \uac1c\ubc1c\uc790\ub4e4\uc740 \ud604\uc7ac \uae30\uc220 \ubc1c\uc804\uc744 \uc704\ud574 \uba87 \uac00\uc9c0 \ud575\uc2ec \uc601\uc5ed\uc5d0 \uc9d1\uc911\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\uc911 \ud558\ub098\ub294 \uc5b8\uc5b4 \uc774\ud574 \ubc0f \uc0dd\uc131\uc5d0 \uc788\uc5b4 \ub354\uc6b1 \uacac\uace0\ud558\uace0 \uc815\ud655\ud55c \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc5ec\ub7ec \uc5b8\uc5b4, \ubc29\uc5b8, \uc5b5\uc591\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ubaa8\ub378\ubfd0\ub9cc \uc544\ub2c8\ub77c \ub354\uc6b1 \ubcf5\uc7a1\ud558\uace0 \ubbf8\ubb18\ud55c \ub258\uc559\uc2a4\ub97c \uac00\uc9c4 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \uc0dd\uc131\ud560 \uc218 \uc788\ub294 \ubaa8\ub378 \uac1c\ubc1c\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<p>\ub610 \ub2e4\ub978 \uc8fc\uc694 \uc5f0\uad6c \ubd84\uc57c\ub294 \uc18c\ub7c9\uc758 \ub370\uc774\ud130\ub85c\ub3c4 \ud559\uc2b5\ud560 \uc218 \uc788\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubaa8\ub378 \uac1c\ubc1c, \uc989 \ud4e8\uc0f7 \ud559\uc2b5 \ub610\ub294 \uc81c\ub85c\uc0f7 \ud559\uc2b5\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub354 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc18c\uc2a4\uc5d0\uc11c \ud559\uc2b5\ud560 \uc218 \uc788\ub294 \uc720\uc5f0\ud558\uace0 \uc801\uc751\ub825 \uc788\ub294 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ucd94\ub860\ud558\uace0 \ub9e5\ub77d\uc744 \uc774\ud574\ud560 \uc218 \uc788\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubaa8\ub378 \uac1c\ubc1c\uc5d0 \ub300\ud55c \uad00\uc2ec\uc774 \uc99d\uac00\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub294 \uae30\uc220\uc758 \ub354\uc6b1 \uc815\uad50\ud558\uace0 \uc9c0\ub2a5\uc801\uc778 \uc751\uc6a9\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub354\uc6b1 \ubcf5\uc7a1\ud55c \uc774\uc57c\uae30\ub97c \uc774\ud574\ud558\uace0 \uc0dd\uc131\ud560 \uc218 \uc788\ub294 \ubaa8\ub378\ubfd0\ub9cc \uc544\ub2c8\ub77c, \ubcf4\ub2e4 \uc778\uac04\uc801\uc778 \ubc29\uc2dd\uc73c\ub85c \uc138\uc0c1\uc5d0 \ub300\ud574 \ucd94\ub860\ud560 \uc218 \uc788\ub294 \ubaa8\ub378 \uac1c\ubc1c\ub3c4 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc804\ubc18\uc801\uc73c\ub85c NLP\uc758 \ubbf8\ub798\ub294 \ubc1d\uc544 \ubcf4\uc785\ub2c8\ub2e4. \uae30\uc220\uc758 \uc9c0\uc18d\uc801\uc778 \ubc1c\uc804\uacfc \uc724\ub9ac\uc801, \uc0ac\ud68c\uc801 \ud568\uc758\uc5d0 \ub300\ud55c \uad00\uc2ec \uc99d\ub300\uac00 \uc774\ub97c \ub4b7\ubc1b\uce68\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. NLP\uac00 \uacc4\uc18d \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \uae30\uc5c5, \uc5f0\uad6c\uc790, \uadf8\ub9ac\uace0 \uac1c\uc778 \ubaa8\ub450\uc5d0\uac8c \uc810\uc810 \ub354 \uc911\uc694\ud55c \ub3c4\uad6c\uac00 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h2>\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n<h3>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uc778\uacf5\uc9c0\ub2a5\uc5d0\uc11c \uc5b4\ub5bb\uac8c \ud65c\uc6a9\ub418\ub098\uc694?<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uae30\uacc4\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \ud575\uc2ec \uc694\uc18c\uc785\ub2c8\ub2e4. NLP\ub97c \ud1b5\ud574 AI \uc2dc\uc2a4\ud15c\uc740 \uac10\uc815 \ubd84\uc11d, \uc5b8\uc5b4 \ubc88\uc5ed, \ud14d\uc2a4\ud2b8 \uc694\uc57d \ub4f1 \ub2e4\uc591\ud55c \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. NLP\ub294 \ucc57\ubd07, \uac00\uc0c1 \ube44\uc11c, \uadf8\ub9ac\uace0 \uc778\uac04\uacfc \uc790\uc5f0\uc5b4\ub85c \uc0c1\ud638\uc791\uc6a9\ud558\ub294 \uae30\ud0c0 \ub300\ud654\ud615 \uc778\ud130\ud398\uc774\uc2a4\ub97c \uac1c\ubc1c\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h3>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uc751\uc6a9 \uc0ac\ub840\ub97c \uc81c\uacf5\ud574 \uc8fc\uc2dc\uaca0\uc2b5\ub2c8\uae4c?<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0 \uac78\uccd0 \ud3ed\ub113\uac8c \uc751\uc6a9\ub429\ub2c8\ub2e4. \uba87 \uac00\uc9c0 \uc608\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\uac10\uc131 \ubd84\uc11d: \uc18c\uc15c \ubbf8\ub514\uc5b4\uc5d0 \uc62c\ub77c\uc628 \uace0\uac1d \ud53c\ub4dc\ubc31\uc744 \ubd84\uc11d\ud558\uc5ec \ube0c\ub79c\ub4dc\ub098 \uc81c\ud488\uc5d0 \ub300\ud55c \uace0\uac1d\uc758 \uac10\uc815\uc744 \ud30c\uc545\ud558\ub294 \uac83.<\/li>\n<li>\uc5b8\uc5b4 \ubc88\uc5ed: \ud55c \uc5b8\uc5b4\uc758 \ud14d\uc2a4\ud2b8\ub97c \ub2e4\ub978 \uc5b8\uc5b4\ub85c \uc62e\uae30\ub294 \uac83.<\/li>\n<li>\ud14d\uc2a4\ud2b8 \uc694\uc57d: \uae34 \ubb38\uc11c\ub098 \uae30\uc0ac\ub97c \uc694\uc57d\ud558\uc5ec \ud575\uc2ec \ub0b4\uc6a9\uc744 \ucd94\ucd9c\ud558\ub294 \uc791\uc5c5\uc785\ub2c8\ub2e4.<\/li>\n<li>\uc74c\uc131 \uc778\uc2dd: \uc74c\uc131\uc744 \ud14d\uc2a4\ud2b8\ub85c \ubcc0\ud658\ud558\ub294 \uae30\uc220.<\/li>\n<li>\uac1c\uccb4\uba85 \uc778\uc2dd: \ud14d\uc2a4\ud2b8\uc5d0\uc11c \uc0ac\ub78c, \uc870\uc9c1, \uc704\uce58\uc640 \uac19\uc740 \uac1c\uccb4\ub97c \uc2dd\ubcc4\ud558\uace0 \ubd84\ub958\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>NLP\uc758 \uae30\ubcf8 \uc6d0\uce59\uc740 \ubb34\uc5c7\uc778\uac00\uc694?<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uc5b8\uc5b4\ud559, \ucef4\ud4e8\ud130 \uacfc\ud559 \ubc0f \uc778\uacf5\uc9c0\ub2a5\uc758 \uc6d0\ub9ac\uc5d0 \uae30\ubc18\ud569\ub2c8\ub2e4. NLP\uc758 \uae30\ubcf8 \uc6d0\ub9ac\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\ud615\ud0dc\ub860: \ub2e8\uc5b4\uc758 \uad6c\uc870\ub97c \uc5f0\uad6c\ud558\ub294 \ud559\ubb38.<\/li>\n<li>\uad6c\ubb38\ub860: \ubb38\uc7a5\uc758 \uad6c\uc870\uc5d0 \ub300\ud55c \uc5f0\uad6c.<\/li>\n<li>\uc758\ubbf8\ub860: \ub2e8\uc5b4\uc640 \ubb38\uc7a5\uc758 \uc758\ubbf8\ub97c \uc5f0\uad6c\ud558\ub294 \ud559\ubb38.<\/li>\n<li>\ud654\uc6a9\ub860: \ub9e5\ub77d\uc774 \uc758\ubbf8\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc5f0\uad6c\ud558\ub294 \ud559\ubb38.<\/li>\n<\/ul>\n<h3>NLP\ub294 \uc5b4\ub5a4 \ubaa9\ud45c\ub97c \ub2ec\uc131\ud558\uace0\uc790 \ud558\ub294\uac00?<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \uc8fc\uc694 \ubaa9\ud45c\ub294 \uae30\uacc4\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\uba70, \uadf8\uc5d0 \ub300\ud55c \uc751\ub2f5\uc73c\ub85c \uc778\uac04\uacfc \uc720\uc0ac\ud55c \uc5b8\uc5b4\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uac83\uc785\ub2c8\ub2e4. NLP\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ubaa9\ud45c\ub97c \ub2ec\uc131\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\uc5b8\uc5b4 \uc774\ud574: \uae30\uacc4\uac00 \uc778\uac04 \uc5b8\uc5b4\uc758 \uc758\ubbf8\ub97c \uc774\ud574\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220.<\/li>\n<li>\uc5b8\uc5b4 \uc0dd\uc131: \uae30\uacc4\uac00 \uc778\uac04\uacfc \uc720\uc0ac\ud55c \uc5b8\uc5b4\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220.<\/li>\n<li>\uc5b8\uc5b4 \ubc88\uc5ed: \uae30\uacc4\uac00 \ud55c \uc5b8\uc5b4\uc758 \ud14d\uc2a4\ud2b8\ub97c \ub2e4\ub978 \uc5b8\uc5b4\ub85c \ubc88\uc5ed\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220.<\/li>\n<li>\ud14d\uc2a4\ud2b8 \uc694\uc57d: \uae30\uacc4\uac00 \uae34 \ubb38\uc11c\ub098 \uae30\uc0ac\ub97c \uc694\uc57d\ud558\uc5ec \ud575\uc2ec \ub0b4\uc6a9\uc744 \ucd94\ucd9c\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uba38\uc2e0 \ub7ec\ub2dd\uacfc \uc778\uacf5\uc9c0\ub2a5\uc5d0 \uc5b4\ub5a4 \uc601\ud5a5\uc744 \ubbf8\uce60\uae4c\uc694?<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uba38\uc2e0 \ub7ec\ub2dd\uacfc \uc778\uacf5\uc9c0\ub2a5(AI)\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. NLP \uc54c\uace0\ub9ac\uc998\uc740 \ud14d\uc2a4\ud2b8\uc640 \uc74c\uc131 \uac19\uc740 \ubc29\ub300\ud55c \uc591\uc758 \ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uace0 \ubd84\uc11d\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774\ub807\uac8c \ucc98\ub9ac\ub41c \ub370\uc774\ud130\ub294 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uace0 AI \uc2dc\uc2a4\ud15c\uc758 \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \ud65c\uc6a9\ub429\ub2c8\ub2e4. \ub610\ud55c NLP\ub294 \uc790\uc5f0\uc5b4\ub85c \uc0ac\ub78c\uacfc \uc0c1\ud638\uc791\uc6a9\ud560 \uc218 \uc788\ub294 \ub300\ud654\ud615 \uc778\ud130\ud398\uc774\uc2a4 \uac1c\ubc1c\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<h3>NLP \uad00\ub828 \uad50\uc721 \uc790\ub8cc\ub098 \uac15\uc88c\ub294 \uc5b4\ub514\uc5d0\uc11c \ucc3e\uc744 \uc218 \uc788\ub098\uc694?<\/h3>\n<p>\uc628\ub77c\uc778\uc5d0\ub294 NLP\ub97c \ub2e4\ub8e8\ub294 \ub2e4\uc591\ud55c \uad50\uc721 \uc790\ub8cc\uc640 \uac15\uc88c\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc778\uae30 \uc788\ub294 \uc790\ub8cc\ub85c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uac83\ub4e4\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>Coursera: \uc720\uba85 \ub300\ud559\ub4e4\uc758 \ub2e4\uc591\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uac15\uc88c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li>Udemy: \ucd08\ubcf4\uc790\uc640 \uace0\uae09 \ud559\uc2b5\uc790\ub97c \uc704\ud55c \ub2e4\uc591\ud55c NLP \uac15\uc88c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc790\uc5f0\uc5b4 \ucc98\ub9ac \ud234\ud0b7(NLTK): \ud29c\ud1a0\ub9ac\uc5bc\uacfc \ubb38\uc11c\ub97c \ud3ec\ud568\ud558\ub294 \uc778\uae30 \uc788\ub294 \ud30c\uc774\uc36c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4.<\/li>\n<li>Kaggle: \ub370\uc774\ud130 \uacfc\ud559\uc790 \ubc0f \uba38\uc2e0\ub7ec\ub2dd \uc804\ubb38\uac00\ub97c \uc704\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ub370\uc774\ud130\uc14b\uacfc \uacbd\uc9c4\ub300\ud68c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Empowering Insights: Understanding Natural Language Processing (NLP) If you&#8217;re reading this article, chances are you&#8217;ve heard the term &#8220;Natural Language Processing&#8221; or &#8220;NLP&#8221; before. But what exactly is it, and why is it important in today&#8217;s world? At its core, NLP is a subfield of artificial intelligence (AI) that focuses on enabling machines to understand&hellip; <a class=\"more-link\" href=\"https:\/\/cloudbyte7.com\/ko\/empowering-insights-understanding-natural-language-processing-nlp\/\">\uacc4\uc18d \uc77d\uc5b4\ubcf4\uc138\uc694 <span class=\"screen-reader-text\">\ud1b5\ucc30\ub825 \uac15\ud654: \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uc774\ud574\ud558\uae30<\/span><\/a><\/p>","protected":false},"author":34,"featured_media":1264,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Empowering Insights: Understanding Natural Language Processing (NLP) - Cloud Byte 7<\/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:\/\/cloudbyte7.com\/ko\/empowering-insights-understanding-natural-language-processing-nlp\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Empowering Insights: Understanding Natural Language Processing (NLP) - Cloud Byte 7\" \/>\n<meta property=\"og:description\" content=\"Empowering Insights: Understanding Natural Language Processing (NLP) If you&#8217;re reading this article, chances are you&#8217;ve heard the term &#8220;Natural Language Processing&#8221; or &#8220;NLP&#8221; before. 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