{"id":479093,"date":"2023-08-09T10:01:33","date_gmt":"2023-08-09T10:01:33","guid":{"rendered":""},"modified":"2023-09-05T11:18:11","modified_gmt":"2023-09-05T11:18:11","slug":"spacy","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/kr\/wiki\/spacy\/","title":{"rendered":"\uc2a4\ud30c\uc2dc"},"content":{"rendered":"<p>spaCy\ub294 \ud14d\uc2a4\ud2b8 \ucc98\ub9ac \uc791\uc5c5\uc744 \uc704\ud55c \ud6a8\uc728\uc801\uc774\uace0 \uac15\ub825\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\ub3c4\ub85d \uc124\uacc4\ub41c \uc624\ud508 \uc18c\uc2a4 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4. \uc774\ub294 NLP \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \uac04\uc18c\ud654\ub418\uace0 \uc0dd\uc0b0 \uc900\ube44\uac00 \ub41c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uc5ec \uac1c\ubc1c\uc790\uc640 \uc5f0\uad6c\uc6d0\uc774 \uac15\ub825\ud55c \uc5b8\uc5b4 \ucc98\ub9ac \ud30c\uc774\ud504\ub77c\uc778\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ub9cc\ub4e4\uc5b4\uc84c\uc2b5\ub2c8\ub2e4. spaCy\ub294 \uc18d\ub3c4, \uc815\ud655\uc131, \uc0ac\uc6a9 \uc6a9\uc774\uc131 \uce21\uba74\uc5d0\uc11c \ub110\ub9ac \uc778\uc815\ubc1b\uace0 \uc788\uc73c\uba70 \uc790\uc5f0\uc5b4 \uc774\ud574, \ud14d\uc2a4\ud2b8 \ubd84\ub958, \uc815\ubcf4 \ucd94\ucd9c \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \ub110\ub9ac \uc120\ud0dd\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>spaCy\uc758 \uc720\ub798\uc640 \ucd5c\ucd08 \uc5b8\uae09\uc758 \uc5ed\uc0ac<\/h2>\n<p>spaCy\ub294 2015\ub144 \ud638\uc8fc \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc790\uc778 Matthew Honnibal\uc5d0 \uc758\ud574 \ucc98\uc74c \uac1c\ubc1c\ub418\uc5c8\uc2b5\ub2c8\ub2e4. Honnibal\uc758 \ubaa9\ud45c\ub294 \uc18d\ub3c4\ub098 \uc815\ud655\uc131\uc744 \uc800\ud558\uc2dc\ud0a4\uc9c0 \uc54a\uace0 \ub300\uaddc\ubaa8 \ud14d\uc2a4\ud2b8 \ucc98\ub9ac \uc791\uc5c5\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 NLP \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uad6c\ucd95\ud558\ub294 \uac83\uc774\uc5c8\uc2b5\ub2c8\ub2e4. spaCy\uc5d0 \ub300\ud55c \uccab \ubc88\uc9f8 \uc5b8\uae09\uc740 Honnibal\uc758 \ube14\ub85c\uadf8 \uac8c\uc2dc\ubb3c\uc5d0\uc11c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc11c \uadf8\ub294 \ud6a8\uc728\uc801\uc778 \ud1a0\ud070\ud654, \uaddc\uce59 \uae30\ubc18 \uc77c\uce58, \ub2e4\uad6d\uc5b4 \uc9c0\uc6d0\uacfc \uac19\uc740 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \uace0\uc720\ud55c \uae30\ub2a5\uc744 \uc18c\uac1c\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>spaCy\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \uc815\ubcf4<\/h2>\n<p>spaCy\ub294 Python\uacfc Cython\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad6c\ucd95\ub418\uc5b4 \uc778\uc0c1\uc801\uc778 \ucc98\ub9ac \uc18d\ub3c4\ub97c \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. spaCy\uc758 \uc8fc\uc694 \ucc28\ubcc4\ud654 \uc694\uc18c \uc911 \ud558\ub098\ub294 \ud14d\uc2a4\ud2b8\ub97c \ucc98\ub9ac\ud558\uace0 \uc5b8\uc5b4\uc801 \uc8fc\uc11d\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub294 \uc0ac\uc804 \ud6c8\ub828\ub41c \ud1b5\uacc4 \ubaa8\ub378\uc744 \uc81c\uacf5\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \uac1c\ubc1c\uc790\uac00 NLP \uae30\ub2a5\uc744 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc2e0\uc18d\ud558\uac8c \ud1b5\ud569\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \ud604\ub300\uc801\uc774\uace0 \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 API\ub85c \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>spaCy\uc758 \ud575\uc2ec \uad6c\uc131 \uc694\uc18c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ud1a0\ud070\ud654<\/strong>: spaCy\ub294 \uace0\uae09 \ud1a0\ud070\ud654 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud14d\uc2a4\ud2b8\ub97c \uac1c\ubcc4 \ub2e8\uc5b4 \ub610\ub294 \ud1a0\ud070\uc774\ub77c\uace0 \ud558\ub294 \ud558\uc704 \ub2e8\uc5b4 \ub2e8\uc704\ub85c \ub098\ub215\ub2c8\ub2e4. \uc774 \ud504\ub85c\uc138\uc2a4\ub294 \ud488\uc0ac \ud0dc\uadf8 \uc9c0\uc815, \uba85\uba85\ub41c \uc5d4\ud130\ud2f0 \uc778\uc2dd \ubc0f \uc885\uc18d\uc131 \uad6c\ubb38 \ubd84\uc11d\uacfc \uac19\uc740 \ub2e4\uc591\ud55c NLP \uc791\uc5c5\uc5d0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ud488\uc0ac \ud0dc\uae45(POS)<\/strong>: POS \ud0dc\uae45\uc5d0\ub294 \ud14d\uc2a4\ud2b8\uc758 \uac01 \ud1a0\ud070\uc5d0 \ubb38\ubc95\uc801 \ub808\uc774\ube14(\uc608: \uba85\uc0ac, \ub3d9\uc0ac, \ud615\uc6a9\uc0ac)\uc744 \ud560\ub2f9\ud558\ub294 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. spaCy\uc758 POS \ud0dc\uac70\ub294 \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \ud558\uba70 \ub9e4\uc6b0 \uc815\ud655\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uba85\uba85\ub41c \uc5d4\ud130\ud2f0 \uc778\uc2dd(NER)<\/strong>: NER\ub294 \ud14d\uc2a4\ud2b8\uc5d0\uc11c \uc0ac\ub78c \uc774\ub984, \uc870\uc9c1 \uc774\ub984, \uc704\uce58, \ub0a0\uc9dc \ub4f1\uc758 \uac1c\uccb4\ub97c \uc2dd\ubcc4\ud558\uace0 \ubd84\ub958\ud558\ub294 \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4. spaCy\uc758 NER \uad6c\uc131 \uc694\uc18c\ub294 \ub525 \ub7ec\ub2dd \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucd5c\ucca8\ub2e8 \uc131\ub2a5\uc744 \ub2ec\uc131\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc885\uc18d\uc131 \uad6c\ubb38 \ubd84\uc11d<\/strong>: \uc885\uc18d\uc131 \uad6c\ubb38 \ubd84\uc11d\uc5d0\ub294 \ubb38\uc7a5\uc758 \ubb38\ubc95 \uad6c\uc870\ub97c \ubd84\uc11d\ud558\uace0 \ub2e8\uc5b4 \uac04\uc758 \uad00\uacc4\ub97c \uc124\uc815\ud558\ub294 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. spaCy\uc758 \ud30c\uc11c\ub294 \uc2e0\uacbd\ub9dd \uae30\ubc18 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc885\uc18d\uc131 \ud2b8\ub9ac\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ud14d\uc2a4\ud2b8 \ubd84\ub958<\/strong>: spaCy\ub294 \uac10\uc815 \ubd84\uc11d\uc774\ub098 \uc8fc\uc81c \ubd84\ub958\uc640 \uac19\uc740 \uc791\uc5c5\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ud14d\uc2a4\ud2b8 \ubd84\ub958 \ubaa8\ub378 \uad50\uc721\uc6a9 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>spaCy\uc758 \ub0b4\ubd80 \uad6c\uc870\uc640 \uc791\ub3d9 \ubc29\uc2dd<\/h2>\n<p>spaCy\ub294 \ubaa8\ub4c8\uc131\uacfc \ud655\uc7a5\uc131\uc758 \uc6d0\uce59\uc744 \ubc14\ud0d5\uc73c\ub85c \uad6c\ucd95\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \uacb0\ud569\ud558\uc5ec \ub9de\ucda4\ud615 NLP \ud30c\uc774\ud504\ub77c\uc778\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\ub294 \uc791\uace0 \ub3c5\ub9bd\uc801\uc778 \uad6c\uc131 \uc694\uc18c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \ud14d\uc2a4\ud2b8\ub97c \ucc98\ub9ac\ud560 \ub54c spaCy\ub294 \uc77c\ub828\uc758 \ub2e8\uacc4\ub97c \ub530\ub985\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ud14d\uc2a4\ud2b8 \uc804\ucc98\ub9ac<\/strong>: \uc785\ub825 \ud14d\uc2a4\ud2b8\ub97c \uba3c\uc800 \uc804\ucc98\ub9ac\ud558\uc5ec \ub178\uc774\uc988\ub098 \uad00\ub828 \uc5c6\ub294 \uc815\ubcf4\ub97c \uc81c\uac70\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ud1a0\ud070\ud654<\/strong>: \ud14d\uc2a4\ud2b8\uac00 \uac1c\ubcc4 \ub2e8\uc5b4 \ub610\ub294 \ud558\uc704 \ub2e8\uc5b4 \ub2e8\uc704\ub85c \ud1a0\ud070\ud654\ub418\uc5b4 \ubd84\uc11d \ubc0f \ucc98\ub9ac\uac00 \ub354 \uc27d\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc5b8\uc5b4\uc801 \uc8fc\uc11d<\/strong>: spaCy\ub294 \uc0ac\uc804 \ud6c8\ub828\ub41c \ud1b5\uacc4 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec POS \ud0dc\uae45 \ubc0f NER\uc640 \uac19\uc740 \uc5b8\uc5b4 \uc8fc\uc11d \uc791\uc5c5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc885\uc18d\uc131 \uad6c\ubb38 \ubd84\uc11d<\/strong>: \ud30c\uc11c\ub294 \ubb38\uc7a5\uc758 \uad6c\ubb38 \uad6c\uc870\ub97c \ubd84\uc11d\ud558\uace0 \ub2e8\uc5b4 \uac04\uc758 \uad00\uacc4\ub97c \uc124\uc815\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uaddc\uce59 \uae30\ubc18 \ub9e4\uce6d<\/strong>: \uc0ac\uc6a9\uc790\ub294 \ud14d\uc2a4\ud2b8\uc5d0\uc11c \ud2b9\uc815 \ud328\ud134\uc774\ub098 \uc5d4\ud130\ud2f0\ub97c \uc2dd\ubcc4\ud558\uae30 \uc704\ud574 \uc0ac\uc6a9\uc790 \uc815\uc758 \uaddc\uce59\uc744 \uc815\uc758\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ud14d\uc2a4\ud2b8 \ubd84\ub958(\uc120\ud0dd \uc0ac\ud56d)<\/strong>: \ud544\uc694\ud55c \uacbd\uc6b0 \ud14d\uc2a4\ud2b8 \ubd84\ub958 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud14d\uc2a4\ud2b8\ub97c \ubbf8\ub9ac \uc815\uc758\ub41c \ud074\ub798\uc2a4\ub85c \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>spaCy\uc758 \uc8fc\uc694 \ud2b9\uc9d5 \ubd84\uc11d<\/h2>\n<p>spaCy\uc758 \uc778\uae30\ub294 \ub2e4\uc591\ud55c \uc8fc\uc694 \uae30\ub2a5\uc5d0 \uae30\uc778\ud569\ub2c8\ub2e4:<\/p>\n<ol>\n<li>\n<p><strong>\uc18d\ub3c4<\/strong>: spaCy\ub294 \ub2e4\ub978 NLP \ub77c\uc774\ube0c\ub7ec\ub9ac\uc5d0 \ube44\ud574 \uc18d\ub3c4\uac00 \ub208\uc5d0 \ub744\uac8c \ube60\ub974\uae30 \ub54c\ubb38\uc5d0 \ub300\ub7c9\uc758 \ud14d\uc2a4\ud2b8\ub97c \uc2e4\uc2dc\uac04 \ub610\ub294 \ub300\uaddc\ubaa8\ub85c \ucc98\ub9ac\ud558\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc0ac\uc6a9\uc758 \uc6a9\uc774\uc131<\/strong>: spaCy\ub294 \uac1c\ubc1c\uc790\uac00 \ucd5c\uc18c\ud55c\uc758 \ucf54\ub4dc\ub85c NLP \uae30\ub2a5\uc744 \ube60\ub974\uac8c \uad6c\ud604\ud560 \uc218 \uc788\ub3c4\ub85d \uac04\ub2e8\ud558\uace0 \uc9c1\uad00\uc801\uc778 API\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub2e4\uad6d\uc5b4 \uc9c0\uc6d0<\/strong>: spaCy\ub294 \ub2e4\uc591\ud55c \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uace0 \uadf8 \uc911 \uc5ec\ub7ec \uc5b8\uc5b4\uc5d0 \ub300\ud574 \uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378\uc744 \uc81c\uacf5\ud558\ubbc0\ub85c \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uae30\ubc18\uc774 \uc811\uadfc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ucd5c\ucca8\ub2e8 \ubaa8\ub378<\/strong>: \ub77c\uc774\ube0c\ub7ec\ub9ac\uc5d0\ub294 POS \ud0dc\uae45, NER \ubc0f \uae30\ud0c0 \uc791\uc5c5\uc5d0\uc11c \ub192\uc740 \uc815\ud655\ub3c4\ub97c \uc81c\uacf5\ud558\ub294 \uace0\uae09 \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc774 \ud1b5\ud569\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub9de\ucda4\ud654 \uac00\ub2a5\uc131<\/strong>: spaCy\uc758 \ubaa8\ub4c8\uc2dd \uc124\uacc4\ub97c \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 \ud2b9\uc815 NLP \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\uac8c \uad6c\uc131 \uc694\uc18c\ub97c \uc0ac\uc6a9\uc790 \uc815\uc758\ud558\uace0 \ud655\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ud65c\ubc1c\ud55c \ucee4\ubba4\ub2c8\ud2f0<\/strong>: spaCy\ub294 \uc131\uc7a5\uacfc \ubc1c\uc804\uc5d0 \uae30\uc5ec\ud558\ub294 \uac1c\ubc1c\uc790, \uc5f0\uad6c\uc6d0, \uc5f4\uc131\ud32c\uc73c\ub85c \uad6c\uc131\ub41c \ud65c\ubc1c\ud55c \ucee4\ubba4\ub2c8\ud2f0\ub97c \uc790\ub791\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>spaCy\uc758 \uc885\ub958\uc640 \uc0ac\uc591<\/h2>\n<p>spaCy\ub294 \uac01\uac01 \ud2b9\uc815 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \ud6c8\ub828\ub418\uace0 \ub2e4\uc591\ud55c NLP \uc791\uc5c5\uc5d0 \ucd5c\uc801\ud654\ub41c \ub2e4\uc591\ud55c \ubaa8\ub378\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. spaCy \ubaa8\ub378\uc758 \ub450 \uac00\uc9c0 \uc8fc\uc694 \uc720\ud615\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\uc18c\ud615 \ubaa8\ub378<\/strong>: \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \ub354 \uac00\ubccd\uace0 \ube60\ub974\uae30 \ub54c\ubb38\uc5d0 \uacc4\uc0b0 \ub9ac\uc18c\uc2a4\uac00 \uc81c\ud55c\ub41c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ub354 \ud070 \ubaa8\ub378\uc5d0 \ube44\ud574 \uc815\ud655\ub3c4\uac00 \ub2e4\uc18c \uc800\ud558\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub300\ud615 \ubaa8\ub378<\/strong>: \ub300\ud615 \ubaa8\ub378\uc740 \ub354 \ub192\uc740 \uc815\ud655\ub3c4\uc640 \uc131\ub2a5\uc744 \uc81c\uacf5\ud558\uc9c0\ub9cc \ub354 \ub9ce\uc740 \uacc4\uc0b0 \ub2a5\ub825\uacfc \uba54\ubaa8\ub9ac\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uc815\ubc00\ub3c4\uac00 \uc911\uc694\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<p>\ub2e4\uc74c\uc740 spaCy \ubaa8\ub378\uc758 \uba87 \uac00\uc9c0 \uc608\uc785\ub2c8\ub2e4.<\/p>\n<table>\n<thead>\n<tr>\n<th>\ubaa8\ub378\uba85<\/th>\n<th>\ud06c\uae30<\/th>\n<th>\uc124\uba85<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>en_core_web_sm<\/td>\n<td>\uc791\uc740<\/td>\n<td>POS \ud0dc\uae45 \ubc0f NER \uae30\ub2a5\uc744 \uac16\ucd98 \uc18c\ud615 \uc601\uc5b4 \ubaa8\ub378<\/td>\n<\/tr>\n<tr>\n<td>en_core_web_md<\/td>\n<td>\uc911\uac04<\/td>\n<td>\ubcf4\ub2e4 \uc815\ud655\ud55c \uc5b8\uc5b4\uc801 \ud2b9\uc9d5\uc744 \uac16\ucd98 \uc911\uac04 \uc601\uc5b4 \ubaa8\ub378<\/td>\n<\/tr>\n<tr>\n<td>en_core_web_lg<\/td>\n<td>\ud06c\uae30\uac00 \ud070<\/td>\n<td>\uace0\uae09 \uc791\uc5c5\uc744 \uc704\ud574 \ub354 \ub192\uc740 \uc815\ud655\ub3c4\ub97c \uac16\ucd98 \ub300\ud615 \uc601\uc5b4 \ubaa8\ub378<\/td>\n<\/tr>\n<tr>\n<td>fr_core_news_sm<\/td>\n<td>\uc791\uc740<\/td>\n<td>POS \ud0dc\uae45 \ubc0f NER\ub97c \uc704\ud55c \uc18c\ud615 \ud504\ub791\uc2a4 \ubaa8\ub378<\/td>\n<\/tr>\n<tr>\n<td>de_core_news_md<\/td>\n<td>\uc911\uac04<\/td>\n<td>\uc815\ud655\ud55c \uc5b8\uc5b4 \uc8fc\uc11d\uc774 \ud3ec\ud568\ub41c \uc911\uac04 \ub3c5\uc77c\uc5b4 \ubaa8\ub378<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>spaCy \uc0ac\uc6a9 \ubc29\ubc95, \ubb38\uc81c \ubc0f \uc194\ub8e8\uc158<\/h2>\n<p>spaCy\ub294 \ub2e4\uc591\ud55c \ubc29\uc2dd\uc73c\ub85c \ud65c\uc6a9\ub420 \uc218 \uc788\uc73c\uba70 \uc77c\ubc18\uc801\uc778 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8 \uc911 \uc77c\ubd80\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\uc6f9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ud14d\uc2a4\ud2b8 \ucc98\ub9ac<\/strong>: spaCy\ub294 \uc6f9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ud1b5\ud569\ub418\uc5b4 \uc0ac\uc6a9\uc790 \uc0dd\uc131 \ucf58\ud150\uce20\uc5d0\uc11c \ud1b5\ucc30\ub825\uc744 \ucd94\ucd9c\ud558\uace0 \uac10\uc815 \ubd84\uc11d\uc744 \uc218\ud589\ud558\uac70\ub098 \ucf58\ud150\uce20 \ud0dc\uadf8 \uc9c0\uc815\uc744 \uc790\ub3d9\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc815\ubcf4 \ucd94\ucd9c<\/strong>: spaCy\ub294 NER \ubc0f \uc885\uc18d\uc131 \uad6c\ubb38 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad6c\uc870\ud654\ub418\uc9c0 \uc54a\uc740 \ud14d\uc2a4\ud2b8\uc5d0\uc11c \uad6c\uc870\ud654\ub41c \uc815\ubcf4\ub97c \ucd94\ucd9c\ud558\uc5ec \ub370\uc774\ud130 \ub9c8\uc774\ub2dd \ubc0f \uc9c0\uc2dd \ucd94\ucd9c\uc5d0 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uba85\uba85\ub41c \uc5d4\ud130\ud2f0 \uc5f0\uacb0<\/strong>: spaCy\ub294 \ud14d\uc2a4\ud2b8\uc758 \uba85\uba85\ub41c \uc5d4\ud130\ud2f0\ub97c \uad00\ub828 \uc9c0\uc2dd \ubca0\uc774\uc2a4\uc5d0 \uc5f0\uacb0\ud558\uc5ec \ucf58\ud150\uce20\uc5d0 \ub300\ud55c \uc774\ud574\ub97c \ud48d\ubd80\ud558\uac8c \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<p>\uadf8\ub7ec\ub098 spaCy\ub97c \uc0ac\uc6a9\ud558\uba74 \ub2e4\uc74c\uacfc \uac19\uc740 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\uc790\uc6d0 \uc18c\ube44<\/strong>: \ub300\ud615 \ubaa8\ub378\uc5d0\ub294 \uc0c1\ub2f9\ud55c \uba54\ubaa8\ub9ac\uc640 \ucc98\ub9ac \ub2a5\ub825\uc774 \ud544\uc694\ud560 \uc218 \uc788\uc73c\uba70 \uc774\ub294 \ub9ac\uc18c\uc2a4\uac00 \uc81c\ud55c\ub41c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ubb38\uc81c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub3c4\uba54\uc778 \ud2b9\uc815 NLP<\/strong>: \uae30\ubcf8 spaCy \ubaa8\ub378\uc740 \ub3c4\uba54\uc778\ubcc4 \ub370\uc774\ud130\uc5d0\uc11c \ucd5c\uc801\uc73c\ub85c \uc791\ub3d9\ud558\uc9c0 \uc54a\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\uc218\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\ub294 \ub9de\ucda4 \ubaa8\ub378\uc744 \ubbf8\uc138 \uc870\uc815\ud558\uac70\ub098 \uad50\uc721\ud558\ub294 \uac83\uc774 \ud544\uc694\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub2e4\uad6d\uc5b4 \uace0\ub824\uc0ac\ud56d<\/strong>: spaCy\ub294 \uc5ec\ub7ec \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uc9c0\ub9cc \uc77c\ubd80 \uc5b8\uc5b4\ub294 \uc81c\ud55c\ub41c \ud6c8\ub828 \ub370\uc774\ud130\ub85c \uc778\ud574 \ubaa8\ub378\uc758 \uc815\ud655\ub3c4\uac00 \ub5a8\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<p>\uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc0ac\uc6a9\uc790\ub294 \ub2e4\uc74c \uc194\ub8e8\uc158\uc744 \ud0d0\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ubaa8\ub378 \uac00\uc9c0\uce58\uae30<\/strong>: \uc0ac\uc6a9\uc790\ub294 \uc218\uc6a9 \uac00\ub2a5\ud55c \uc131\ub2a5\uc744 \uc720\uc9c0\ud558\uba74\uc11c spaCy \ubaa8\ub378\uc744 \uc815\ub9ac\ud558\uc5ec \ud06c\uae30\uc640 \uba54\ubaa8\ub9ac \uacf5\uac04\uc744 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc804\uc774 \ud559\uc2b5<\/strong>: \ub3c4\uba54\uc778\ubcc4 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378\uc744 \ubbf8\uc138 \uc870\uc815\ud558\uba74 \ud2b9\uc815 \uc791\uc5c5\uc758 \uc131\ub2a5\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub370\uc774\ud130 \uc99d\ub300<\/strong>: \ub370\uc774\ud130 \uc99d\uac15 \uae30\ubc95\uc744 \ud1b5\ud574 \ud6c8\ub828 \ub370\uc774\ud130\uc758 \uc591\uc744 \ub298\ub9ac\uba74 \ubaa8\ub378 \uc77c\ubc18\ud654 \ubc0f \uc815\ud655\ub3c4\ub97c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\uc8fc\uc694 \ud2b9\uc9d5 \ubc0f \uc720\uc0ac \uc6a9\uc5b4\uc640\uc758 \ube44\uad50<\/h2>\n<p>\ub2e4\uc74c\uc740 \uc720\uc0ac\ud55c NLP \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ube44\uad50\ud55c spaCy\uc758 \uba87 \uac00\uc9c0 \uc8fc\uc694 \ud2b9\uc9d5\uc785\ub2c8\ub2e4.<\/p>\n<table>\n<thead>\n<tr>\n<th>\ud2b9\uc9d5<\/th>\n<th>\uc2a4\ud30c\uc2dc<\/th>\n<th>NLTK<\/th>\n<th>\uc2a4\ud0e0\ud3ec\ub4dc NLP<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\ud1a0\ud070\ud654<\/td>\n<td>\ud6a8\uc728\uc801\uc774\uace0 \uc5b8\uc5b4 \ub3c5\ub9bd\uc801<\/td>\n<td>\uaddc\uce59 \uae30\ubc18 \ud1a0\ud070\ud654<\/td>\n<td>\uaddc\uce59 \uae30\ubc18 \ubc0f \uc0ac\uc804 \uae30\ubc18<\/td>\n<\/tr>\n<tr>\n<td>POS \ud0dc\uae45<\/td>\n<td>\uc815\ud655\ub3c4\uac00 \ub192\uc740 \ud1b5\uacc4 \ubaa8\ub378<\/td>\n<td>\uc801\ub2f9\ud55c \uc815\ud655\ub3c4\uc758 \uaddc\uce59 \uae30\ubc18<\/td>\n<td>\uc801\ub2f9\ud55c \uc815\ud655\ub3c4\uc758 \uaddc\uce59 \uae30\ubc18<\/td>\n<\/tr>\n<tr>\n<td>\uba85\uba85\ub41c \uc5d4\ud130\ud2f0 \uc778\uc2dd<\/td>\n<td>\uc815\ubc00\ub3c4\ub97c \uc704\ud55c \ub525 \ub7ec\ub2dd \ubaa8\ub378<\/td>\n<td>\uc801\ub2f9\ud55c \uc815\ud655\ub3c4\uc758 \uaddc\uce59 \uae30\ubc18<\/td>\n<td>\uc801\ub2f9\ud55c \uc815\ud655\ub3c4\uc758 \uaddc\uce59 \uae30\ubc18<\/td>\n<\/tr>\n<tr>\n<td>\uc885\uc18d\uc131 \uad6c\ubb38 \ubd84\uc11d<\/td>\n<td>\uc815\ud655\ub3c4\uac00 \ub192\uc740 \uc2e0\uacbd\ub9dd \uae30\ubc18<\/td>\n<td>\uc801\ub2f9\ud55c \uc815\ud655\ub3c4\uc758 \uaddc\uce59 \uae30\ubc18<\/td>\n<td>\uc801\ub2f9\ud55c \uc815\ud655\ub3c4\uc758 \uaddc\uce59 \uae30\ubc18<\/td>\n<\/tr>\n<tr>\n<td>\uc5b8\uc5b4 \uc9c0\uc6d0<\/td>\n<td>\uc5ec\ub7ec \uc5b8\uc5b4 \uc9c0\uc6d0<\/td>\n<td>\uad11\ubc94\uc704\ud55c \uc5b8\uc5b4 \uc9c0\uc6d0<\/td>\n<td>\uad11\ubc94\uc704\ud55c \uc5b8\uc5b4 \uc9c0\uc6d0<\/td>\n<\/tr>\n<tr>\n<td>\uc18d\ub3c4<\/td>\n<td>\ub300\uc6a9\ub7c9\uc758 \ube60\ub978 \ucc98\ub9ac<\/td>\n<td>\ubcf4\ud1b5\uc758 \ucc98\ub9ac \uc18d\ub3c4<\/td>\n<td>\ubcf4\ud1b5\uc758 \ucc98\ub9ac \uc18d\ub3c4<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>NLTK\uc640 Stanford NLP\ub294 \uad11\ubc94\uc704\ud55c \uae30\ub2a5\uacfc \uc5b8\uc5b4 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud558\ub294 \ubc18\uba74 spaCy\ub294 \uc18d\ub3c4, \uc0ac\uc6a9 \uc6a9\uc774\uc131 \ubc0f \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0\uc11c \ub192\uc740 \uc815\ud655\ub3c4\ub97c \ub2ec\uc131\ud558\ub294 \uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378\ub85c \ub450\uac01\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/p>\n<h2>spaCy \uad00\ub828 \uc804\ub9dd\uacfc \ubbf8\ub798\uae30\uc220<\/h2>\n<p>spaCy\uc758 \ubbf8\ub798\ub294 NLP \uae30\uc220\uc758 \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uacfc \ubc1c\uc804\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c \uc608\uc0c1\ub418\ub294 \uba87 \uac00\uc9c0 \uc7a0\uc7ac\uc801\uc778 \uac1c\ubc1c \uc0ac\ud56d\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ud5a5\uc0c1\ub41c \ub2e4\uad6d\uc5b4 \uc9c0\uc6d0<\/strong>: \uc790\uc6d0 \uac00\uc6a9\uc131\uc774 \uc801\uc740 \uc5b8\uc5b4\uc5d0 \ub300\ud574 \uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378\uc744 \ud655\uc7a5\ud558\uace0 \uac1c\uc120\ud558\uba74 spaCy\uc758 \uae00\ub85c\ubc8c \ubc94\uc704\uac00 \ub113\uc5b4\uc9c8 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc9c0\uc18d\uc801\uc778 \ubaa8\ub378 \uc5c5\ub370\uc774\ud2b8<\/strong>: spaCy\uc758 \uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378\uc5d0 \ub300\ud55c \uc815\uae30\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub294 NLP \uc5f0\uad6c \ubc0f \uae30\uc220\uc758 \ucd5c\uc2e0 \ubc1c\uc804\uc744 \ubc18\uc601\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>Transformer \uae30\ubc18 \ubaa8\ub378<\/strong>: BERT \ubc0f GPT\uc640 \uac19\uc740 \ubcc0\ud658\uae30 \uae30\ubc18 \uc544\ud0a4\ud14d\ucc98\ub97c spaCy\uc5d0 \ud1b5\ud569\ud558\uba74 \ubcf5\uc7a1\ud55c NLP \uc791\uc5c5\uc758 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub3c4\uba54\uc778\ubcc4 \ubaa8\ub378<\/strong>: \ub3c4\uba54\uc778\ubcc4 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \ud6c8\ub828\ub41c \uc804\ubb38 \ubaa8\ub378\uc758 \uac1c\ubc1c\uc740 \uc0b0\uc5c5\ubcc4 NLP \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\ud504\ub85d\uc2dc \uc11c\ubc84\ub97c spaCy\uc640 \uc0ac\uc6a9\ud558\uac70\ub098 \uc5f0\uacb0\ud558\ub294 \ubc29\ubc95<\/h2>\n<p>\ud504\ub85d\uc2dc \uc11c\ubc84\ub294 \ub2e4\uc591\ud55c \uc774\uc720\ub85c spaCy\uc640 \ud568\uaed8 \uc0ac\uc6a9\ud558\uba74 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ub370\uc774\ud130 \uc2a4\ud06c\ub798\ud551<\/strong>: NLP \uc791\uc5c5\uc744 \uc704\ud574 \uc6f9 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud560 \ub54c \ud504\ub85d\uc2dc \uc11c\ubc84\ub97c \uc0ac\uc6a9\ud558\uba74 IP \ucc28\ub2e8\uc744 \ubc29\uc9c0\ud558\uace0 \uc694\uccad\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \ubd84\uc0b0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc775\uba85 \uc6f9 \uc561\uc138\uc2a4<\/strong>: \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 spaCy \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc775\uba85\uc73c\ub85c \uc6f9\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uc5ec \uac1c\uc778\uc815\ubcf4\ub97c \ubcf4\ud638\ud558\uace0 \uc6f9\uc0ac\uc774\ud2b8\uc5d0 \uc758\ud574 \ucc28\ub2e8\ub420 \uc704\ud5d8\uc744 \uc904\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub370\uc774\ud130 \uc9d1\uacc4<\/strong>: \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 \uc5ec\ub7ec \uc18c\uc2a4\uc5d0\uc11c \ub3d9\uc2dc\uc5d0 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uc5ec NLP \uc791\uc5c5\uc5d0 \ub300\ud55c \ub370\uc774\ud130 \uc218\uc9d1 \ud504\ub85c\uc138\uc2a4 \uc18d\ub3c4\ub97c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc704\uce58 \uae30\ubc18 \ubd84\uc11d<\/strong>: spaCy \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ub2e4\uc591\ud55c \uc9c0\ub9ac\uc801 \uc704\uce58\uc758 \ud504\ub85d\uc2dc\ub97c \ud65c\uc6a9\ud558\uc5ec \ud2b9\uc815 \uc9c0\uc5ed\uc5d0 \ud2b9\uc815\ud55c \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\uad00\ub828\ub41c \ub9c1\ud06c\ub4e4<\/h2>\n<p>spaCy\uc640 \ud574\ub2f9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub824\uba74 \ub2e4\uc74c \ub9ac\uc18c\uc2a4\ub97c \ud0d0\uc0c9\ud558\uc138\uc694.<\/p>\n<ul>\n<li><a href=\"https:\/\/spacy.io\/\" target=\"_new\" rel=\"noopener nofollow\">spaCy \uacf5\uc2dd \ud648\ud398\uc774\uc9c0<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/explosion\/spaCy\" target=\"_new\" rel=\"noopener nofollow\">spaCy GitHub \uc800\uc7a5\uc18c<\/a><\/li>\n<li><a href=\"https:\/\/spacy.io\/usage\" target=\"_new\" rel=\"noopener nofollow\">\uc2a4\ud30c\uc2dc \ubb38\uc11c<\/a><\/li>\n<li><a href=\"https:\/\/spacy.io\/models\" target=\"_new\" rel=\"noopener nofollow\">spaCy \ubaa8\ub378 \ubc0f \uc5b8\uc5b4<\/a><\/li>\n<\/ul>\n<p>spaCy\uc758 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uace0 \ud504\ub85d\uc2dc \uc11c\ubc84\ub97c NLP \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 \ud1b5\ud569\ud568\uc73c\ub85c\uc368 \uae30\uc5c5\uacfc \uc5f0\uad6c\uc790\ub294 \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc774\uace0 \uc815\ud655\ud558\uba70 \ub2e4\uc591\ud55c \ud14d\uc2a4\ud2b8 \ucc98\ub9ac \uc194\ub8e8\uc158\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac10\uc815 \ubd84\uc11d, \uc815\ubcf4 \ucd94\ucd9c, \uc5b8\uc5b4 \ubc88\uc5ed \ub4f1 spaCy\uc640 \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 \ud568\uaed8 \ubcf5\uc7a1\ud55c \uc5b8\uc5b4 \ucc98\ub9ac \uc791\uc5c5\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \uac15\ub825\ud55c \uc870\ud569\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>","protected":false},"featured_media":470576,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-479093","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>spaCy: An In-Depth Overview<\/mark>","faq_items":[{"question":"What is spaCy and what makes it stand out in the field of NLP?","answer":"<p>spaCy is a powerful open-source natural language processing (NLP) library designed to handle text processing tasks efficiently and accurately. It sets itself apart with its remarkable speed, user-friendly API, and pre-trained models that achieve high accuracy in tasks like part-of-speech tagging, named entity recognition, and dependency parsing.<\/p>"},{"question":"Who developed spaCy, and when was it first introduced?","answer":"<p>spaCy was created by Matthew Honnibal, an Australian software developer, in 2015. The first mention of spaCy appeared in a blog post by Honnibal, where he introduced the library and its features, such as efficient tokenization and rule-based matching.<\/p>"},{"question":"How does spaCy work internally, and what are its core components?","answer":"<p>spaCy follows a modular and extensible design. It involves text preprocessing, tokenization, linguistic annotation (POS tagging and NER), dependency parsing, and optional text classification. Its core components include efficient tokenization, statistical models for linguistic annotation, and rule-based matching.<\/p>"},{"question":"What are the key features of spaCy, and how does it compare to other NLP libraries like NLTK and Stanford NLP?","answer":"<p>spaCy stands out with its speed, ease of use, and state-of-the-art models for POS tagging, NER, and dependency parsing. Compared to NLTK and Stanford NLP, spaCy offers faster processing, multilingual support, and more accurate models.<\/p>"},{"question":"Are there different types of spaCy models available, and how do they differ?","answer":"<p>Yes, spaCy offers small and large models. Small models are lightweight and faster, while large models provide higher accuracy at the cost of increased computational resources. Users can choose the appropriate model based on their specific needs and available resources.<\/p>"},{"question":"What are some common applications of spaCy, and what challenges can users face?","answer":"<p>spaCy finds applications in text processing for web applications, information extraction, named entity linking, and more. Challenges may include resource consumption for large models, domain-specific NLP, and language support for certain models.<\/p>"},{"question":"What are the future perspectives and technologies related to spaCy?","answer":"<p>The future of spaCy lies in improved multilingual support, continual model updates, integration of transformer-based architectures, and domain-specific models to cater to industry-specific NLP needs.<\/p>"},{"question":"How can proxy servers be used with spaCy, and what benefits do they offer?","answer":"<p>Proxy servers can enhance spaCy applications by enabling anonymous web access, preventing IP blocking during data scraping, aggregating data from multiple sources, and facilitating location-based analysis.<\/p>"},{"question":"Where can I find more information about spaCy and its applications?","answer":"<p>For more details about spaCy, you can visit the official website (<a href=\"https:\/\/spacy.io\/\" target=\"_new\">https:\/\/spacy.io\/<\/a>) or explore the GitHub repository (<a href=\"https:\/\/github.com\/explosion\/spaCy\" target=\"_new\">https:\/\/github.com\/explosion\/spaCy<\/a>). The spaCy documentation (<a href=\"https:\/\/spacy.io\/usage\" target=\"_new\">https:\/\/spacy.io\/usage<\/a>) provides comprehensive usage guides, and the Models and Languages page (<a href=\"https:\/\/spacy.io\/models\" target=\"_new\">https:\/\/spacy.io\/models<\/a>) offers information about available models and supported languages.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki\/479093","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki\/479093\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/media\/470576"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/media?parent=479093"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}