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๐Ÿฅˆ Top 2 in "Nonsense Documents Detection" & ๐Ÿฅ‰ Top 3 in "Unknown Documents Detection"

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AIRUSH_Unknown_Detection_3์œ„.pdf
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NAVER AI RUSH 2022

airush

๐Ÿฅˆ Top 2 in Round 1: Nonsense Documents Detection

๐Ÿฅ‰ Top 3 in Round 2: Unknown Documents Detection

Award Poster: Poster

Round1: Nonsens Documents Detection

Nonsense_docuement_detection

  • ์—‰ํ„ฐ๋ฆฌ ๋ฌธ์„œ (Nonsense Documents)
    • ๋ฌธ๋งฅ์ด ๋งž์ง€ ์•Š์€ ๋‹จ์–ด๋“ค๋กœ ๊ตฌ์„ฑ๋œ ๋ฌธ์„œ ํ˜น์€ ๋‹จ์–ด์˜ ์ˆœ์„œ๋ฅผ ๋ฐ”๊พธ์–ด๋„ ์ „ํ˜€ ๋ง์ด ๋˜์ง€ ์•Š๋Š” ๋ฌธ์„œ๋ฅผ ์˜๋ฏธํ•œ๋‹ค.
  • ์—‰ํ„ฐ๋ฆฌ ๋ฌธ์„œ๋ฅผ Classificationํ•˜๋Š” Task

์ž์„ธํ•œ ๋‚ด์šฉ ๋ณด๊ธฐ

Round2: Unknown Documents Detection

Unknown_Detection_Task

  • ๋ชจ๋ธ์ด ํ•™์Šตํ•˜์ง€ ์•Š์€ ์ข…๋ฅ˜์˜ ๋ฌธ์„œ๋ฅผ ํƒ์ง€ํ•˜๋Š” Task
  • 6๊ฐœ์˜ Class๋กœ ์ด๋ฃจ์–ด์ง„ Text Data๋ฅผ ํ•™์Šต
  • Test ์‹œ, ํ•™์Šตํ•œ Data๋Š” ์˜ณ๊ฒŒ ๋ถ„๋ฅ˜ํ•˜๊ณ , ํ•™์Šตํ•˜์ง€ ์•Š์€ Data๋Š” Unknown์œผ๋กœ ๋ถ„๋ฅ˜
  • Multiclass Classification์™€ Unknown Detection์ด ๊ฒฐํ•ฉ๋œ ํ˜•ํƒœ์˜ Task

์ž์„ธํ•œ ๋‚ด์šฉ ๋ณด๊ธฐ

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๐Ÿฅˆ Top 2 in "Nonsense Documents Detection" & ๐Ÿฅ‰ Top 3 in "Unknown Documents Detection"

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