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{"id":39619,"date":"2024-11-02T06:50:30","date_gmt":"2024-11-02T06:50:30","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=39619"},"modified":"2024-11-26T06:41:14","modified_gmt":"2024-11-26T06:41:14","slug":"%ec%9e%90%ec%97%b0%ec%96%b4-%ec%b2%98%eb%a6%acnlp-%eb%b6%84%ec%95%bc%ec%9d%98-%ec%a3%bc%ec%9a%94-%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%85%8b-squad-stanford-question-answering-dataset-%ec%a7%88%eb%ac%b8","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/39619\/","title":{"rendered":"\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubd84\uc57c\uc758 \uc8fc\uc694 \ub370\uc774\ud130\uc14b, SQuAD (Stanford Question Answering Dataset) \uc9c8\ubb38 \ub2f5\ubcc0 \ub370\uc774\ud130\uc14b"},"content":{"rendered":"

<\/p>\n

\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uc778\uacf5\uc9c0\ub2a5\uc758 \ud55c \ubd84\uc57c\ub85c, \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. \uadf8 \uc911\uc5d0\uc11c\ub3c4 \uc9c8\ubb38-\ub2f5\ubcc0 \uc2dc\uc2a4\ud15c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc9c8\ubb38\uc744 \ud558\uba74 \uadf8\uc5d0 \ub300\ud55c \ub2f5\ubcc0\uc744 \uc81c\uacf5\ud558\ub294 \uc2dc\uc2a4\ud15c\uc73c\ub85c, \ub9e4\uc6b0 \uc911\uc694\ud55c \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc744 \ud6c8\ub828\uc2dc\ud0a4\uae30 \uc704\ud574\uc11c\ub294 \uace0\ud488\uc9c8\uc758 \ub370\uc774\ud130\uc14b\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uadf8 \uc911 \ud558\ub098\uac00 Stanford Question Answering Dataset, \uc989 SQuAD\uc785\ub2c8\ub2e4.<\/p>\n

1. SQuAD \ub370\uc774\ud130\uc14b\uc758 \uac1c\uc694<\/h2>\n
SQuAD\ub294 Stanford University\uc5d0\uc11c \uac1c\ubc1c\ud55c \uc9c8\ubb38-\ub2f5\ubcc0 \ub370\uc774\ud130\uc14b\uc73c\ub85c, \uc8fc\ub85c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc758 \ud6c8\ub828\uacfc \ud3c9\uac00\ub97c \uc704\ud574 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. SQuAD\ub294 \uc8fc\uc5b4\uc9c4 \ubb38\uc11c\uc5d0\uc11c \ud2b9\uc815\ud55c \uc9c8\ubb38\uc5d0 \ub300\ud55c \uc9c0\ubb38\uc744 \ucc3e\uc544 \uadf8 \ub2f5\ubcc0\uc744 \uc81c\uacf5\ud558\ub294 \ud615\ud0dc\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\uc14b\uc740 \ud06c\uac8c \ub450 \uac00\uc9c0 \ubc84\uc804\uc73c\ub85c \ub098\ub204\uc5b4\uc838 \uc788\uc2b5\ub2c8\ub2e4: SQuAD v1.1\uacfc SQuAD v2.0.<\/p>\n

2. SQuAD v1.1<\/h2>\n
SQuAD v1.1\uc740 2016\ub144\uc5d0 \uc18c\uac1c\ub41c \uccab \ubc88\uc9f8 \ubc84\uc804\uc73c\ub85c, \ucd1d 100,000\uac1c \uc774\uc0c1\uc758 \uc9c8\ubb38\uacfc \uadf8\uc5d0 \ub300\ud55c \ub2f5\ubcc0\uc73c\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\uc14b\uc740 Wikipedia\uc5d0\uc11c \uc218\uc9d1\ub41c 500\uac1c \uc774\uc0c1\uc758 \uae30\uc0ac\ub85c\ubd80\ud130 \uc9c8\ubb38\uacfc \ub2f5\ubcc0 \uc30d\uc774 \uc0dd\uc131\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uac01 \uc9c8\ubb38\uc740 \ud574\ub2f9 \ubb38\uc11c\uc5d0\uc11c \uc9c1\uc811\uc801\uc73c\ub85c \ud30c\uc0dd\ub41c \ub2f5\ubcc0\uc744 \uc694\uad6c\ud558\uba70, \ubaa8\ub378\uc740 \ub2f5\ubcc0\uc744 \ubb38\uc11c\uc5d0\uc11c \ucc3e\ub294 \ud615\ud0dc\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/p>\n

2.1. \ub370\uc774\ud130\uc14b \uad6c\uc131<\/h3>\n
SQuAD v1.1\uc758 \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\uc9c0\ubb38(Paragraph)<\/strong>: \uc9c8\ubb38\uc774 \uc720\ub3c4\ub41c \ud14d\uc2a4\ud2b8 \uc870\uac01\uc785\ub2c8\ub2e4.<\/li>\n
\uc9c8\ubb38(Question)<\/strong>: \ud574\ub2f9 \uc9c0\ubb38\uc5d0 \ub300\ud55c \uc9c8\ubb38\uc785\ub2c8\ub2e4.<\/li>\n
\uc815\ub2f5(Answer)<\/strong>: \uc9c8\ubb38\uc5d0 \ub300\ud55c \uc815\ud655\ud55c \ub2f5\ubcc0\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n
2.2. \ud2b9\uc9d5<\/h3>\n
SQuAD v1.1 \ub370\uc774\ud130\uc14b\uc758 \uc8fc\uc694 \ud2b9\uc9d5\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\uc9c0\ubb38\uc740 \ub2e4\uc591\ud558\uace0 \ubcf5\uc7a1\ud55c \uc8fc\uc81c\ub97c \ud3ec\ud568\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uc9c8\ubb38\uacfc \ub2f5\ubcc0 \uc30d\uc774 \uc77c\uad00\uc131\uc744 \uc720\uc9c0\ud558\uba70, \uc0ac\ub78c\ub4e4\uc774 \uc774\ud574\ud558\uae30 \uc26c\uc6b4 \ud615\uc2dd\uc73c\ub85c \uc81c\uacf5\ub429\ub2c8\ub2e4.<\/li>\n
\ubaa8\ub378\uc774 \ubc18\ub4dc\uc2dc \ubb38\uc11c\uc5d0\uc11c \ub2f5\uc744 \ucc3e\uc544\uc57c \ud558\ub294 \ubb38\uc81c\ub97c \ub2e4\ub8f9\ub2c8\ub2e4.<\/li>\n<\/ul>\n
3. SQuAD v2.0<\/h2>\n
SQuAD v2.0\uc740 2019\ub144\uc5d0 \ubc1c\ud45c\ub41c \ubc84\uc804\uc73c\ub85c, v1.1\uc758 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uace0 \uc9c8\ubb38-\ub2f5\ubcc0 \uc2dc\uc2a4\ud15c\uc758 \uc77c\ubc18\ud654\ub97c \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. \uc774 \ubc84\uc804\uc740 \uae30\uc874\uc758 \uc9c8\ubb38-\ub2f5\ubcc0 \uc30d\ubfd0\ub9cc \uc544\ub2c8\ub77c, \ubb38\uc11c\uc5d0 \ub2f5\uc774 \uc874\uc7ac\ud558\uc9c0 \uc54a\ub294 \uc9c8\ubb38\ub3c4 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub354\uc6b1 \ub3c4\uc804\uc801\uc774\uace0 \ub2e4\uc591\ud55c \uc9c8\ubb38\uc744 \ub9cc\ub4e4\uc5b4 \ub0b4\uba70, \ubaa8\ub378\uc774 \ub2f5\ubcc0\uc774 \uc5c6\uc744 \uacbd\uc6b0 \uc801\uc808\ud788 \ubc18\uc751\ud558\ub3c4\ub85d \uc720\ub3c4\ud569\ub2c8\ub2e4.<\/p>\n
3.1. \ub370\uc774\ud130\uc14b \uad6c\uc131<\/h3>\n
SQuAD v2.0\uc758 \uad6c\uc131 \uc694\uc18c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\uc9c0\ubb38(Paragraph)<\/strong>: \uc9c0\ubb38\uc740 v1.1\uacfc \ub3d9\uc77c\ud558\uac8c Wikipedia\uc5d0\uc11c \uc218\uc9d1\ub429\ub2c8\ub2e4.<\/li>\n
\uc9c8\ubb38(Question)<\/strong>: \uc9c8\ubb38\uc740 \uc9c0\ubb38\uc5d0 \ub300\ud55c \uac83\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc9c0\ubb38\uc5d0\uc11c \ub2f5\uc774 \uc5c6\ub294 \uc9c8\ubb38\ub3c4 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/li>\n
\uc815\ub2f5(Answer)<\/strong>: \uc9c0\ubb38\uc5d0\uc11c \ub2f5\uc774 \uc788\ub294 \uacbd\uc6b0\uc640 \uc5c6\ub294 \uacbd\uc6b0\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/li>\n
\ube44\uc5b4 \uc788\ub294 \uc815\ub2f5(NA)<\/strong>: \uc9c8\ubb38\uc5d0 \ub300\ud55c \ub2f5\uc774 \uc9c0\ubb38\uc5d0 \uc5c6\uc744 \uacbd\uc6b0 “NA”\ub85c \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n
3.2. \ud2b9\uc9d5<\/h3>\n
SQuAD v2.0\uc758 \uc8fc\uc694 \ud2b9\uc9d5\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\uc9c8\ubb38\uc5d0 \ub300\ud55c \ub2f5\ubcc0\uc774 \ubb38\uc11c \ub0b4\uc5d0 \uc874\uc7ac\ud558\uc9c0 \uc54a\ub294 \uacbd\uc6b0\uc5d0\ub3c4 \ubaa8\ub378\uc774 \uc81c\ub300\ub85c \uc791\ub3d9\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n
\ub2e4\uc591\ud55c \uc9c8\ubb38 \uc720\ud615\uc744 \ud1b5\ud574 \ubaa8\ub378\uc744 \ub354\uc6b1 \uc815\uad50\ud558\uac8c \ud6c8\ub828\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uae30\uacc4\ud559\uc2b5 \ubaa8\ub378\uc758 \ub2a5\ub825\uc744 \ub192\uc774\uace0, \uc9c8\ubb38-\ub2f5\ubcc0 \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \uc774\ud574\ub97c \ud655\uc7a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
4. SQuAD \ub370\uc774\ud130\uc14b\uc758 \ud65c\uc6a9<\/h2>\n
SQuAD \ub370\uc774\ud130\uc14b\uc740 \uae30\uacc4 \ud559\uc2b5, \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998, \uadf8\ub9ac\uace0 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ud0a4\ub294 \ub370 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ub9ce\uc740 \uc5f0\uad6c\uc790\ub4e4\uc774 SQuAD\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc591\ud55c \uc544\ud0a4\ud14d\ucc98\ub97c \uc2e4\ud5d8\ud558\uace0, \uc131\ub2a5\uc744 \ube44\uad50\ud558\uba70, \uc0c8\ub85c\uc6b4 \uc811\uadfc \ubc29\uc2dd\uc744 \uac1c\ubc1c\ud574\uc654\uc2b5\ub2c8\ub2e4.<\/p>\n
4.1. \ud65c\uc6a9 \uc0ac\ub840<\/h3>\n
SQuAD \ub370\uc774\ud130\uc14b\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ubc29\uc2dd\uc73c\ub85c \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\ubaa8\ub378 \ud6c8\ub828<\/strong>: SQuAD\ub97c \ud1b5\ud574 \uc9c8\ubb38-\ub2f5\ubcc0 \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ud0a4\uace0, \ubb38\ub9e5\uc744 \uae30\ubc18\uc73c\ub85c \ub2f5\ubcc0\uc744 \uc0dd\uc131\ud558\ub294 \ubc29\ubc95\uc744 \ubc30\uc6c1\ub2c8\ub2e4.<\/li>\n
\ubaa8\ub378 \ud3c9\uac00<\/strong>: \ud559\uc2b5\ud55c \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\ub294 \ub370\uc5d0 SQuAD \ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uc5f0\uad6c \uac1c\ubc1c<\/strong>: \uc0c8\ub85c\uc6b4 \uc54c\uace0\ub9ac\uc998\uc774\ub098 \uae30\uc220\uc744 \uac1c\ubc1c\ud558\uace0, \uc774\ub97c SQuAD \ub370\uc774\ud130\uc14b\uc73c\ub85c \ud14c\uc2a4\ud2b8\ud558\uc5ec \uadf8 \uacb0\uacfc\ub97c \uac80\uc99d\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
5. \ub370\uc774\ud130\uc14b \uc811\uadfc \ubc0f \ub2e4\uc6b4\ub85c\ub4dc<\/h2>\n
SQuAD \ub370\uc774\ud130\uc14b\uc740 \ubb34\ub8cc\ub85c \uc81c\uacf5\ub418\uba70, \uc5f0\uad6c \ubaa9\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\uc14b\uc744 \ub2e4\uc6b4\ub85c\ub4dc\ud558\uae30 \uc704\ud574\uc11c\ub294 \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8\ub97c \ubc29\ubb38\ud558\uba74 \ub429\ub2c8\ub2e4.<\/p>\n
SQuAD \uacf5\uc2dd \ud398\uc774\uc9c0<\/a><\/p>\n
6. \uacb0\ub860<\/h2>\n
SQuAD\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \ub370\uc774\ud130\uc14b \uc911 \ud558\ub098\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc73c\uba70, \uc9c8\ubb38-\ub2f5\ubcc0 \uc2dc\uc2a4\ud15c\uc758 \ubc1c\uc804\uc5d0 \ud06c\uac8c \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\uc14b\uc744 \ud65c\uc6a9\ud558\uba74 \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc744 \ub354\uc6b1 \uc815\uad50\ud558\uac8c \uac1c\uc120\ud560 \uc218 \uc788\uc73c\uba70, \ub2e4\uc591\ud55c \uc5f0\uad6c \ubc0f \uac1c\ubc1c \uac00\ub2a5\uc131\uc744 \uc5f4\uc5b4\uc90d\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 SQuAD\uc640 \uac19\uc740 \ub370\uc774\ud130\uc14b\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\uc758 \ubc1c\uc804\uc5d0 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n
7. \ucd94\uac00 \uc790\ub8cc<\/h2>\n
\uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc640 \uad00\ub828\ub41c \uc5ec\ub7ec \uac00\uc9c0 \uc790\ub8cc\uc640 \uc5f0\uad6c \ub17c\ubb38\uc744 \ud1b5\ud574 SQuAD \ub370\uc774\ud130\uc14b\uc5d0 \ub300\ud55c \uc774\ud574\ub97c \ub354\uc6b1 \ud655\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c \ub9c1\ud06c\ub97c \ud1b5\ud574 \uad00\ub828 \uc790\ub8cc\ub97c \ud655\uc778\ud574 \ubcf4\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4:<\/p>\n
\n
SQuAD: 100,000+ Questions for Machine Comprehension of Text<\/a><\/li>\n
SQuAD 2.0: Making Reading Comprehension Datasets Whole Again<\/a><\/li>\n
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding<\/a><\/li>\n<\/ul>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uc778\uacf5\uc9c0\ub2a5\uc758 \ud55c \ubd84\uc57c\ub85c, \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. \uadf8 \uc911\uc5d0\uc11c\ub3c4 \uc9c8\ubb38-\ub2f5\ubcc0 \uc2dc\uc2a4\ud15c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc9c8\ubb38\uc744 \ud558\uba74 \uadf8\uc5d0 \ub300\ud55c \ub2f5\ubcc0\uc744 \uc81c\uacf5\ud558\ub294 \uc2dc\uc2a4\ud15c\uc73c\ub85c, \ub9e4\uc6b0 \uc911\uc694\ud55c \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc744 \ud6c8\ub828\uc2dc\ud0a4\uae30 \uc704\ud574\uc11c\ub294 \uace0\ud488\uc9c8\uc758 \ub370\uc774\ud130\uc14b\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uadf8 \uc911 \ud558\ub098\uac00 Stanford Question Answering Dataset, \uc989 SQuAD\uc785\ub2c8\ub2e4. 1. SQuAD \ub370\uc774\ud130\uc14b\uc758 \uac1c\uc694 SQuAD\ub294 Stanford University\uc5d0\uc11c \uac1c\ubc1c\ud55c \uc9c8\ubb38-\ub2f5\ubcc0 \ub370\uc774\ud130\uc14b\uc73c\ub85c, \uc8fc\ub85c … \ub354 \ubcf4\uae30 “\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubd84\uc57c\uc758 \uc8fc\uc694 \ub370\uc774\ud130\uc14b, SQuAD (Stanford Question Answering Dataset) \uc9c8\ubb38 \ub2f5\ubcc0 \ub370\uc774\ud130\uc14b”<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[199],"tags":[],"class_list":["post-39619","post","type-post","status-publish","format-standard","hentry","category-199"],"yoast_head":"\n\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubd84\uc57c\uc758 \uc8fc\uc694 \ub370\uc774\ud130\uc14b, SQuAD (Stanford Question Answering Dataset) \uc9c8\ubb38 \ub2f5\ubcc0 \ub370\uc774\ud130\uc14b - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/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:\/\/atmokpo.com\/w\/39619\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubd84\uc57c\uc758 \uc8fc\uc694 \ub370\uc774\ud130\uc14b, SQuAD (Stanford Question Answering Dataset) \uc9c8\ubb38 \ub2f5\ubcc0 \ub370\uc774\ud130\uc14b - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uc778\uacf5\uc9c0\ub2a5\uc758 \ud55c \ubd84\uc57c\ub85c, \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. \uadf8 \uc911\uc5d0\uc11c\ub3c4 \uc9c8\ubb38-\ub2f5\ubcc0 \uc2dc\uc2a4\ud15c\uc740 \uc0ac\uc6a9\uc790\uac00 \uc9c8\ubb38\uc744 \ud558\uba74 \uadf8\uc5d0 \ub300\ud55c \ub2f5\ubcc0\uc744 \uc81c\uacf5\ud558\ub294 \uc2dc\uc2a4\ud15c\uc73c\ub85c, \ub9e4\uc6b0 \uc911\uc694\ud55c \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc744 \ud6c8\ub828\uc2dc\ud0a4\uae30 \uc704\ud574\uc11c\ub294 \uace0\ud488\uc9c8\uc758 \ub370\uc774\ud130\uc14b\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uadf8 \uc911 \ud558\ub098\uac00 Stanford Question Answering Dataset, \uc989 SQuAD\uc785\ub2c8\ub2e4. 1. 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