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\uc790\uc5f0\uc5b4\ucc98\ub9ac","link":"https:\/\/atmokpo.com\/w\/category\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%9e%90%ec%97%b0%ec%96%b4%ec%b2%98%eb%a6%ac\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":25493,"url":"https:\/\/atmokpo.com\/w\/25493\/","url_meta":{"origin":39609,"position":2},"title":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uc9c8\uc758 \uc751\ub2f5(Question Answering, QA)","author":"root","date":"2024\ub144 10\uc6d4 26\uc77c","format":false,"excerpt":"\uc791\uc131\uc790: \uc870\uad11\ud615 | \ub0a0\uc9dc: 2024\ub144 11\uc6d4 26\uc77c 1. \uc11c\ub860 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \uc778\uacf5\uc9c0\ub2a5(AI)\uacfc \ucef4\ud4e8\ud130 \uacfc\ud559\uc758 \ud55c \ubd84\uc57c\ub85c, \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ud2b9\ud788, \uc9c8\uc758 \uc751\ub2f5 \uc2dc\uc2a4\ud15c\uc740 \uc0ac\uc6a9\uc790\ub85c\ubd80\ud130 \uc790\uc5f0\uc5b4\ub85c \uc785\ub825\ub41c \uc9c8\ubb38\uc744 \uc774\ud574\ud558\uace0, \uadf8\uc5d0 \ub300\ud55c \uc801\uc808\ud55c \ub2f5\ubcc0\uc744 \uc81c\uacf5\ud558\ub294 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144\uac04 \ub525 \ub7ec\ub2dd\uc758 \ubc1c\uc804\uc740\u2026","rel":"","context":""\ub525\ub7ec\ub2dd \uc790\uc5f0\uc5b4\ucc98\ub9ac"\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uc790\uc5f0\uc5b4\ucc98\ub9ac","link":"https:\/\/atmokpo.com\/w\/category\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%9e%90%ec%97%b0%ec%96%b4%ec%b2%98%eb%a6%ac\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":25269,"url":"https:\/\/atmokpo.com\/w\/25269\/","url_meta":{"origin":39609,"position":3},"title":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud53c\ub4dc \ud3ec\uc6cc\ub4dc \uc2e0\uacbd\ub9dd \uc5b8\uc5b4 \ubaa8\ub378 (Neural Network Language Model, NNLM)","author":"root","date":"2024\ub144 10\uc6d4 26\uc77c","format":false,"excerpt":"\uc791\uc131\uc790: \uc870\uad11\ud615 \uc791\uc131\uc77c: 2024\ub144 11\uc6d4 26\uc77c 1. \uc11c\ub860 \ucd5c\uadfc \uba87 \ub144\uac04 \uc778\uacf5\uc9c0\ub2a5 \ubd84\uc57c\uc5d0\uc11c \ub525 \ub7ec\ub2dd(deep learning)\uc758 \ubc1c\uc804\uc740 \ub9e4\uc6b0 \ub208\ubd80\uc2e0 \ubcc0\ud654\uc640 \ud601\uc2e0\uc744 \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. \ub525 \ub7ec\ub2dd\uc740 \ud2b9\ud788 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP) \ubd84\uc57c\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc73c\uba70, \uadf8\uc5d0 \ub530\ub77c \ub2e4\uc591\ud55c \ubaa8\ub378\ub4e4\uc774 \uac1c\ubc1c\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ud53c\ub4dc \ud3ec\uc6cc\ub4dc \uc2e0\uacbd\ub9dd \uc5b8\uc5b4 \ubaa8\ub378(Neural Network Language\u2026","rel":"","context":""\ub525\ub7ec\ub2dd \uc790\uc5f0\uc5b4\ucc98\ub9ac"\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uc790\uc5f0\uc5b4\ucc98\ub9ac","link":"https:\/\/atmokpo.com\/w\/category\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%9e%90%ec%97%b0%ec%96%b4%ec%b2%98%eb%a6%ac\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":25421,"url":"https:\/\/atmokpo.com\/w\/25421\/","url_meta":{"origin":39609,"position":4},"title":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, BERT(Bidirectional Encoder Representations from Transformers)","author":"root","date":"2024\ub144 10\uc6d4 26\uc77c","format":false,"excerpt":"\uc791\uc131\uc77c: [\ub0a0\uc9dc] \uc791\uc131\uc790: \uc870\uad11\ud615 1. \uc11c\ub860 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP, Natural Language Processing)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \ubd84\uc57c\ub85c, \ucd5c\uadfc \uba87 \ub144 \uac04 \uae09\uaca9\ud55c \ubc1c\uc804\uc744 \uc774\ub8e8\uc5c8\uc2b5\ub2c8\ub2e4. \uadf8 \uc911\uc2ec\uc5d0\ub294 \ub525 \ub7ec\ub2dd\uc774 \uc788\uc73c\uba70, \uc774\ub294 \ub9ce\uc740 \ubb38\uc81c\ub4e4\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ud574\uacb0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \uadf8 \uc911\uc5d0\uc11c\ub3c4 BERT(Bidirectional Encoder Representations from Transformers)\ub294 \ud2b9\ud788 \ud070 \uc8fc\ubaa9\uc744 \ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8\u2026","rel":"","context":""\ub525\ub7ec\ub2dd \uc790\uc5f0\uc5b4\ucc98\ub9ac"\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uc790\uc5f0\uc5b4\ucc98\ub9ac","link":"https:\/\/atmokpo.com\/w\/category\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%9e%90%ec%97%b0%ec%96%b4%ec%b2%98%eb%a6%ac\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":25197,"url":"https:\/\/atmokpo.com\/w\/25197\/","url_meta":{"origin":39609,"position":5},"title":"03-02 \ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ud1b5\uacc4\uc801 \uc5b8\uc5b4 \ubaa8\ub378(Statistical Language Model, SLM)","author":"root","date":"2024\ub144 10\uc6d4 26\uc77c","format":false,"excerpt":"\uc791\uc131\uc77c: 2023\ub144 10\uc6d4 05\uc77c \uc791\uc131\uc790: \uc870\uad11\ud615 1. \uc11c\ub860 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\ub294 \uae30\uc220 \ubd84\uc57c\ub85c, \ucd5c\uadfc \uba87 \ub144\uac04 \uc778\uacf5\uc9c0\ub2a5(AI)\uacfc \ub525 \ub7ec\ub2dd\uc758 \ubc1c\uc804\uc5d0 \ud798\uc785\uc5b4 \ud06c\uac8c \ubc1c\uc804\ud558\uc600\ub2e4. \ud2b9\ud788, \ud1b5\uacc4\uc801 \uc5b8\uc5b4 \ubaa8\ub378(Statistical Language Model, SLM)\uc740 \uc774\ub7ec\ud55c \ubc1c\uc804\uc758 \ud575\uc2ec\uc801\uc778 \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \ub525 \ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc790\uc5f0\uc5b4\u2026","rel":"","context":""\ub525\ub7ec\ub2dd \uc790\uc5f0\uc5b4\ucc98\ub9ac"\uc5d0\uc11c","block_context":{"text":"\ub525\ub7ec\ub2dd \uc790\uc5f0\uc5b4\ucc98\ub9ac","link":"https:\/\/atmokpo.com\/w\/category\/%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%9e%90%ec%97%b0%ec%96%b4%ec%b2%98%eb%a6%ac\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/39609","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/comments?post=39609"}],"version-history":[{"count":1,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/39609\/revisions"}],"predecessor-version":[{"id":39610,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/posts\/39609\/revisions\/39610"}],"wp:attachment":[{"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/media?parent=39609"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/categories?post=39609"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/atmokpo.com\/w\/wp-json\/wp\/v2\/tags?post=39609"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

{"id":39609,"date":"2024-11-02T06:50:26","date_gmt":"2024-11-02T06:50:26","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=39609"},"modified":"2024-11-26T06:41:15","modified_gmt":"2024-11-26T06:41:15","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-imdb-%eb%a6%ac%eb%b7%b0-%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%85%8b","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/39609\/","title":{"rendered":"\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubd84\uc57c\uc758 \uc8fc\uc694 \ub370\uc774\ud130\uc14b, IMDB \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b \uac10\uc815 \ubd84\uc11d\uc744 \uc704\ud55c \uc601\ud654 \ub9ac\ubdf0 \ub370\uc774\ud130"},"content":{"rendered":"

<\/p>\n

\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP, Natural Language Processing) \ubd84\uc57c\uc5d0\uc11c \ub9ce\uc740 \uc5f0\uad6c\uc790\uc640 \uac1c\ubc1c\uc790\ub4e4\uc774 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uc5ec \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc911\uc5d0\uc11c\ub3c4 \uc601\ud654 \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc778 IMDB(Internet Movie Database) \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc740 \uac10\uc815 \ubd84\uc11d(Sentiment Analysis) \ub4f1\uc758 \ub2e4\uc591\ud55c NLP \uc791\uc5c5\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 IMDB \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc758 \uac1c\uc694, \uc8fc\uc694 \ud2b9\uc9d5, \ub370\uc774\ud130\uc14b\uc758 \ud615\uc2dd, \ud65c\uc6a9 \ubc29\ubc95, \ub370\uc774\ud130\uc14b\uc744 \uc5bb\uc744 \uc218 \uc788\ub294 \uacf3\uc744 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

1. IMDB \ub370\uc774\ud130\uc14b \uac1c\uc694<\/h2>\n
IMDB \ub370\uc774\ud130\uc14b\uc740 \uc601\ud654 \ub9ac\ubdf0\uc758 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\uc73c\uba70, \uc8fc\ub85c \uae0d\uc815\uc801(Positive) \ub610\ub294 \ubd80\uc815\uc801(Negative) \uac10\uc815\uc744 \ubd84\ub958\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub370\uc774\ud130\uc14b\uc740 IMDB \uc6f9\uc0ac\uc774\ud2b8\uc5d0\uc11c \uc218\uc9d1\ub41c \uc218\ucc9c \uac1c\uc758 \uc601\ud654 \ud6c4\uae30\ub4e4\ub85c \uc774\ub8e8\uc5b4\uc838 \uc788\uc73c\uba70, \uac01 \ub9ac\ubdf0\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc601\ud654\uc5d0 \ub300\ud55c \ud3c9\uac00\uc640 \uac10\uc815\uc744 \ub2f4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\uc14b\uc740 2011\ub144 Andrew Y. Ng\uc774 \uc774\ub044\ub294 Stanford University\uc758 “Statistical Natural Language Processing” \uacfc\uc815\uc5d0\uc11c \ucc98\uc74c \ub110\ub9ac \uc0ac\uc6a9\ub418\uba74\uc11c \ub9ce\uc740 \uc8fc\ubaa9\uc744 \ubc1b\uae30 \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n

2. IMDB \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc758 \ud2b9\uc9d5<\/h2>\n

IMDB \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc740 \uc5ec\ub7ec \uac00\uc9c0 \uc774\uc720\ub85c \uc911\uc694\ud558\uace0 \uc720\uc6a9\ud55c \uc790\uc6d0\uc785\ub2c8\ub2e4. \uadf8 \uc8fc\uc694 \ud2b9\uc9d5\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n

\ubc29\ub300\ud55c \ub370\uc774\ud130\ub7c9:<\/strong> IMDB \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc740 50,000\uac1c\uc758 \uc601\ud654 \ub9ac\ubdf0\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\uc73c\uba70, \uac01 \ub9ac\ubdf0\ub294 1~2\uac1c\uc758 \ubb38\uc7a5 \uc774\uc0c1\uc73c\ub85c \ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uade0\ud615 \uc7a1\ud78c \ub370\uc774\ud130:<\/strong> \ub370\uc774\ud130\uc14b\uc740 \uae0d\uc815\uc801 \ub9ac\ubdf0\uc640 \ubd80\uc815\uc801 \ub9ac\ubdf0\uac00 \uac01\uac01 25,000\uac1c\uc529 \ud3ec\ud568\ub418\uc5b4 \uc788\uc5b4, \ud559\uc2b5 \ub370\uc774\ud130\uac00 \ubd88\uade0\ud615\ud558\uac8c \ud615\uc131\ub420 \uc704\ud5d8\uc774 \uc801\uc2b5\ub2c8\ub2e4.<\/li>\n
\ub2e4\uc591\ud55c \uc8fc\uc81c:<\/strong> \uc601\ud654\ub294 \ub2e4\uc591\ud55c \uc7a5\ub974, \uc8fc\uc81c, \uc2a4\ud0c0\uc77c\uc744 \ud3ec\ud568\ud558\ubbc0\ub85c \ub2e4\uc591\ud55c \uac10\uc815\uacfc \ud45c\ud604 \ubc29\uc2dd\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc5b4 \ub370\uc774\ud130\uc758 \ub2e4\uc591\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4.<\/li>\n
\uc0ac\uc804 \ucc98\ub9ac \uc6a9\uc774:<\/strong> \ub9ac\ubdf0 \ub370\uc774\ud130\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ud14d\uc2a4\ud2b8 \uae30\ubc18\uc774\ubbc0\ub85c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\uc220\uacfc \uc804\ucc98\ub9ac \uacfc\uc815\uc5d0\uc11c \uc27d\uac8c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n

\uc5f0\uad6c\uc640 \uc2e4\ubb34\uc5d0 \ud65c\uc6a9 \uac00\ub2a5:<\/strong> IMDB \ub370\uc774\ud130\uc14b\uc740 \uac10\uc815 \ubd84\uc11d\ubfd0\ub9cc \uc544\ub2c8\ub77c \ucd94\ucc9c \uc2dc\uc2a4\ud15c, \ud2b8\ub80c\ub4dc \ubd84\uc11d \ub4f1 \ub2e4\uc591\ud55c NLP \uc5f0\uad6c\uc5d0 \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
3. \ub370\uc774\ud130\uc14b \ud615\uc2dd<\/h2>\n
IMDB \ub370\uc774\ud130\uc14b\uc740 \ubcf4\ud1b5 \ud14d\uc2a4\ud2b8 \ud30c\uc77c \ub610\ub294 CSV \ud30c\uc77c \ud615\uc2dd\uc73c\ub85c \uc81c\uacf5\ub429\ub2c8\ub2e4. \uac01 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ub2e4\uc74c\uacfc \uac19\uc740 \uad6c\uc870\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n{\n \"review\": \"\uc774 \uc601\ud654\ub294 \ucd5c\uace0\uc600\uc2b5\ub2c8\ub2e4. \uac15\ub825 \ucd94\ucc9c\ud569\ub2c8\ub2e4!\",\n \"sentiment\": \"positive\"\n}\n<\/pre>\n
\ub610\ub294 CSV \ud615\uc2dd\uc73c\ub85c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ud615\ud0dc\ub85c \uc81c\uacf5\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\nreview,sentiment\n\"\uc774 \uc601\ud654\ub294 \ucd5c\uace0\uc600\uc2b5\ub2c8\ub2e4. \uac15\ub825 \ucd94\ucc9c\ud569\ub2c8\ub2e4!\",positive\n\"\uc601\ud654\uac00 \ub108\ubb34 \uc9c0\ub8e8\ud588\uc2b5\ub2c8\ub2e4.\",negative\n<\/pre>\n
4. IMDB \ub370\uc774\ud130\uc14b \ud65c\uc6a9 \ubc29\ubc95<\/h2>\n
IMDB \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc740 \uac10\uc815 \ubd84\uc11d \ubaa8\ub378 \ud6c8\ub828 \uc678\uc5d0\ub3c4 \uc5ec\ub7ec \uac00\uc9c0 NLP \ucc98\ub9ac \uc791\uc5c5\uc5d0 \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
\uac10\uc815 \ubd84\uc11d(Sentiment Analysis):<\/strong> \ub9ac\ubdf0 \ud14d\uc2a4\ud2b8\ub97c \uae30\ubc18\uc73c\ub85c \uae0d\uc815\uc801 \ub610\ub294 \ubd80\uc815\uc801 \uac10\uc815\uc744 \ubd84\ub958\ud558\ub294 \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ud0a4\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\ud14d\uc2a4\ud2b8 \ubd84\ub958(Text Classification):<\/strong> \uc601\ud654\uc758 \uc7a5\ub974\ub098 \uc8fc\uc81c\uc5d0 \ub530\ub77c \ud14d\uc2a4\ud2b8\ub97c \ubd84\ub958\ud558\ub294 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\ub2e8\uc5b4 \uc784\ubca0\ub529(Word Embedding):<\/strong> \ub9ac\ubdf0 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \ub2e8\uc5b4\uc758 \uc758\ubbf8\uc801 \uad00\uacc4\ub97c \ud559\uc2b5\ud558\ub294 \uc784\ubca0\ub529 \ubaa8\ub378\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\uc790\uc5f0\uc5b4 \uc0dd\uc131(Natural Language Generation):<\/strong> \ub9ac\ubdf0 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud558\uc5ec \uc0c8\ub85c\uc6b4 \uc601\ud654\uc5d0 \ub300\ud55c \ub9ac\ubdf0\ub97c \uc0dd\uc131\ud558\ub294 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
\ucd94\ucc9c \uc2dc\uc2a4\ud15c(Recommendation System):<\/strong> \uae30\uc874 \ub9ac\ubdf0 \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc801\ud569\ud55c \uc601\ud654\ub97c \ucd94\ucc9c\ud558\ub294 \uc2dc\uc2a4\ud15c\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
5. IMDB \ub370\uc774\ud130\uc14b \uc5bb\ub294 \ubc29\ubc95<\/h2>\n
IMDB \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc740 \ub2e4\uc591\ud55c \ud50c\ub7ab\ud3fc\uacfc \uc800\uc7a5\uc18c\ub97c \ud1b5\ud574 \uc190\uc27d\uac8c \ub2e4\uc6b4\ub85c\ub4dc \ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac00\uc7a5 \ub300\ud45c\uc801\uc778 \ucd9c\ucc98\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n
\n
TensorFlow Datasets:<\/strong> TensorFlow\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ub370\uc774\ud130\uc14b\uc5d0\ub294 IMDB \ub370\uc774\ud130\uc14b\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70, \uc544\ub798\uc758 \uba85\ub839\uc5b4\ub85c \uc27d\uac8c \ub85c\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/li>\n
\n import tensorflow as tf\n imdb_data = tf.keras.datasets.imdb\n (x_train, y_train), (x_test, y_test) = imdb_data.load_data(num_words=10000)\n <\/pre>\n
Kaggle:<\/strong> Kaggle \ud50c\ub7ab\ud3fc\uc5d0\uc11c\ub3c4 IMDB \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc744 \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Kaggle\uc5d0 \ud68c\uc6d0\uac00\uc785\ud55c \ud6c4, [Kaggle IMDB Dataset](https:\/\/www.kaggle.com\/){:target=”_blank”} \ud398\uc774\uc9c0\uc5d0 \uc811\uc18d\ud558\uc5ec \ub370\uc774\ud130\uc14b\uc744 \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
Stanford Large Movie Review Dataset:<\/strong> IMDB \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uc2a4\ud0e0\ud3ec\ub4dc \ub300\ud559\uc758 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc73c\ub85c, [Stanford’s GitHub Page](https:\/\/github.com\/tjwei\/stanford-corenlp\/blob\/master\/tools\/README.md){:target=”_blank”}\uc5d0\uc11c \ud655\uc778\ud558\uace0 \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
Hugging Face Datasets:<\/strong> Hugging Face\uc758 Transformers \ub77c\uc774\ube0c\ub7ec\ub9ac\uc5d0\uc11c IMDB \ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc758 \ucf54\ub4dc\ub97c \ud1b5\ud574 \ubd88\ub7ec\uc62c \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/li>\n
\n from datasets import load_dataset\n dataset = load_dataset(\"imdb\")\n <\/pre>\n<\/ul>\n
6. \uacb0\ub860<\/h2>\n
IMDB \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc740 NLP \ubd84\uc57c\uc5d0\uc11c \uac10\uc815 \ubd84\uc11d\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0 \ub9e4\uc6b0 \uc720\uc6a9\ud55c \uc790\uc6d0\uc785\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc601\ud654 \ub9ac\ubdf0\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc5b4 \ud559\uc2b5 \ub370\uc774\ud130\uc758 \uc9c8\uacfc \uc591 \ubaa8\ub450\ub97c \ucda9\uc871\uc2dc\ud0a4\uba70, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ubc0f \uc5f0\uad6c\uc5d0 \ud3ed\ub113\uac8c \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \ud14d\uc2a4\ud2b8 \uae30\ubc18\uc758 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \ub370\uc774\ud130\uc14b\uc73c\ub85c \uc790\ub9ac\uc7a1\uc558\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc744 \ud1b5\ud574 IMDB \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc758 \uc911\uc694\uc131\uacfc \ud65c\uc6a9 \ubc29\uc548, \uc5bb\ub294 \ubc29\ubc95\uae4c\uc9c0 \uc54c\uc544\ubcf4\uc558\uc2b5\ub2c8\ub2e4. \ud5a5\ud6c4, IMDB \ub370\uc774\ud130\uc14b\uc744 \ud1b5\ud574 \ubcf4\ub2e4 \ub2e4\uc591\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0 \uc801\uc6a9\ud574\ubcf4\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP, Natural Language Processing) \ubd84\uc57c\uc5d0\uc11c \ub9ce\uc740 \uc5f0\uad6c\uc790\uc640 \uac1c\ubc1c\uc790\ub4e4\uc774 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uc5ec \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc911\uc5d0\uc11c\ub3c4 \uc601\ud654 \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc778 IMDB(Internet Movie Database) \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc740 \uac10\uc815 \ubd84\uc11d(Sentiment Analysis) \ub4f1\uc758 \ub2e4\uc591\ud55c NLP \uc791\uc5c5\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 IMDB \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc758 \uac1c\uc694, \uc8fc\uc694 \ud2b9\uc9d5, \ub370\uc774\ud130\uc14b\uc758 \ud615\uc2dd, \ud65c\uc6a9 \ubc29\ubc95, \ub370\uc774\ud130\uc14b\uc744 \uc5bb\uc744 \uc218 \uc788\ub294 \uacf3\uc744 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. IMDB … \ub354 \ubcf4\uae30 “\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubd84\uc57c\uc758 \uc8fc\uc694 \ub370\uc774\ud130\uc14b, IMDB \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b \uac10\uc815 \ubd84\uc11d\uc744 \uc704\ud55c \uc601\ud654 \ub9ac\ubdf0 \ub370\uc774\ud130”<\/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-39609","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, IMDB \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b \uac10\uc815 \ubd84\uc11d\uc744 \uc704\ud55c \uc601\ud654 \ub9ac\ubdf0 \ub370\uc774\ud130 - \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\/39609\/\" \/>\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, IMDB \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b \uac10\uc815 \ubd84\uc11d\uc744 \uc704\ud55c \uc601\ud654 \ub9ac\ubdf0 \ub370\uc774\ud130 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP, Natural Language Processing) \ubd84\uc57c\uc5d0\uc11c \ub9ce\uc740 \uc5f0\uad6c\uc790\uc640 \uac1c\ubc1c\uc790\ub4e4\uc774 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uc5ec \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc911\uc5d0\uc11c\ub3c4 \uc601\ud654 \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc778 IMDB(Internet Movie Database) \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc740 \uac10\uc815 \ubd84\uc11d(Sentiment Analysis) \ub4f1\uc758 \ub2e4\uc591\ud55c NLP \uc791\uc5c5\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 IMDB \ub9ac\ubdf0 \ub370\uc774\ud130\uc14b\uc758 \uac1c\uc694, \uc8fc\uc694 \ud2b9\uc9d5, \ub370\uc774\ud130\uc14b\uc758 \ud615\uc2dd, \ud65c\uc6a9 \ubc29\ubc95, \ub370\uc774\ud130\uc14b\uc744 \uc5bb\uc744 \uc218 \uc788\ub294 \uacf3\uc744 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. 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