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SciDER: Scientific Data-centric End-to-end Researcher

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์ €์ž

Ke Lin, Yilin Lu, Shreyas Bhat, Xuehang Guo, Junier Oliva, Qingyun Wang

๐Ÿ’ก ๊ฐœ์š”

๋ณธ ๋…ผ๋ฌธ์€ ๋Œ€๊ทœ๋ชจ ์–ธ์–ด ๋ชจ๋ธ์„ ํ™œ์šฉํ•œ ์ž๋™ ๊ณผํ•™ ์—ฐ๊ตฌ ๋ฐœ๊ฒฌ ์‹œ์Šคํ…œ SciDER๋ฅผ ์ œ์•ˆํ•ฉ๋‹ˆ๋‹ค. SciDER๋Š” ์ผ๋ฐ˜์ ์ธ ์—์ด์ „ํŠธ์™€ ๋‹ฌ๋ฆฌ, ํ˜‘๋ ฅ์ ์ธ ์ „๋ฌธ ์—์ด์ „ํŠธ๋ฅผ ํ†ตํ•ด ๊ณผํ•™ ์‹คํ—˜์—์„œ ์–ป์€ ์›์‹œ ๋ฐ์ดํ„ฐ๋ฅผ ๋ถ„์„ํ•˜๊ณ , ๋ฐ์ดํ„ฐ ํŠน์„ฑ์— ๊ธฐ๋ฐ˜ํ•œ ๊ฐ€์„ค ๋ฐ ์‹คํ—˜ ์„ค๊ณ„๋ฅผ ์ƒ์„ฑํ•˜๋ฉฐ, ํ•ด๋‹น ์ฝ”๋“œ๋ฅผ ์ž‘์„ฑ ๋ฐ ์‹คํ–‰ํ•ฉ๋‹ˆ๋‹ค. ์„ธ ๊ฐ€์ง€ ๋ฒค์น˜๋งˆํฌ ํ‰๊ฐ€์—์„œ SciDER๋Š” ๋ฐ์ดํ„ฐ ์ค‘์‹ฌ ๊ณผํ•™ ๋ฐœ๊ฒฌ์— ํƒ์›”ํ•œ ์„ฑ๋Šฅ์„ ๋ณด์ด๋ฉฐ, ์ž์œจ ์ง„ํ™” ๋ฉ”๋ชจ๋ฆฌ์™€ ๋น„ํ‰๊ฐ€ ์ฃผ๋„ ํ”ผ๋“œ๋ฐฑ ๋ฃจํ”„๋ฅผ ํ†ตํ•ด ๊ธฐ์กด ๋ชจ๋ธ๋“ค์„ ๋Šฅ๊ฐ€ํ•ฉ๋‹ˆ๋‹ค.

๐Ÿ”‘ ์‹œ์‚ฌ์  ๋ฐ ํ•œ๊ณ„

โ€ข
๊ณผํ•™ ์—ฐ๊ตฌ์˜ ์ „ ๊ณผ์ •์„ ์ž๋™ํ™”ํ•˜์—ฌ ์—ฐ๊ตฌ์ž๋“ค์ด ๋ฐ์ดํ„ฐ ๋ถ„์„ ๋ฐ ์‹คํ—˜ ์„ค๊ณ„์— ๋“ค์ด๋Š” ๋…ธ๋ ฅ์„ ํฌ๊ฒŒ ์ค„์ผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
โ€ข
๋ฐ์ดํ„ฐ์˜ ํŠน์„ฑ์„ ๊นŠ์ด ์ดํ•ดํ•˜๊ณ  ์ด๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ๊ฐ€์„ค์„ ์„ค์ •ํ•˜๋ฉฐ ์‹คํ—˜์„ ์„ค๊ณ„ํ•˜๋Š” ๋Šฅ๋ ฅ์„ ํ†ตํ•ด ๋ณด๋‹ค ์ •๊ตํ•˜๊ณ  ์‹ค์งˆ์ ์ธ ๊ณผํ•™์  ๋ฐœ๊ฒฌ์„ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.
โ€ข
ํ˜„์žฌ ์—ฐ๊ตฌ๋Š” ํŠน์ • ๊ณผํ•™ ๋ถ„์•ผ ๋ฐ ๋ฐ์ดํ„ฐ ์œ ํ˜•์— ๋Œ€ํ•œ ์„ฑ๋Šฅ์ด ์ž…์ฆ๋˜์—ˆ์œผ๋ฉฐ, ๋” ๋„“์€ ๋ฒ”์œ„์˜ ๊ณผํ•™ ๋ถ„์•ผ์™€ ๋‹ค์–‘ํ•œ ์œ ํ˜•์˜ ๋ฐ์ดํ„ฐ์— ๋Œ€ํ•œ ์ผ๋ฐ˜ํ™” ์„ฑ๋Šฅ ํ–ฅ์ƒ ๋ฐ ๋ณต์žกํ•œ ์‹คํ—˜ ์„ค๊ณ„๋ฅผ ์œ„ํ•œ ๋ฐœ์ „์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.
๐Ÿ‘
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