๋ณธ๋ฌธ ๋ฐ”๋กœ๊ฐ€๊ธฐ

study๐Ÿ“š/NLP1

ROUGE score ROUGE score ROUGE Recall-Oriented Understudy for Gisting Evaluation ํ…์ŠคํŠธ ์š”์•ฝ ๋ชจ๋ธ์˜ ์„ฑ๋Šฅ ํ‰๊ฐ€ ์ง€ํ‘œ. ํ…์ŠคํŠธ ์ž๋™ ์š”์•ฝ, ๊ธฐ๊ณ„ ๋ฒˆ์—ญ ๋“ฑ ์ž์—ฐ์–ด ์ƒ์„ฑ ๋ชจ๋ธ์˜ ์„ฑ๋Šฅ์„ ํ‰๊ฐ€ํ•˜๊ธฐ ์œ„ํ•œ ์ง€ํ‘œ์ด๋ฉฐ, ๋ชจ๋ธ์ด ์ƒ์„ฑํ•œ ์š”์•ฝ๋ณธ ํ˜น์€ ๋ฒˆ์—ญ๋ณธ์„ ์‚ฌ๋žŒ์ด ๋ฏธ๋ฆฌ ๋งŒ๋“ค์–ด ๋†“์€ ์ฐธ์กฐ๋ณธ๊ณผ ๋Œ€์กฐํ•ด ์„ฑ๋Šฅ ์ ์ˆ˜๋ฅผ ๊ณ„์‚ฐ if ์‹œ์Šคํ…œ ์š”์•ฝ(๋ชจ๋ธ ์ƒ์„ฑ ์š”์•ฝ) : the cat was found under the bed ์ฐธ์กฐ์š”์•ฝ(Gold standard, ๋Œ€๊ฒŒ ์‚ฌ๋žŒ์ด ์ง์ ‘ ๋งŒ๋“  ์š”์•ฝ) : the cat was under the bed ๋ชจ๋ธ์ด ์ƒ์„ฑํ•œ ์‹œ์Šคํ…œ ์š”์•ฝ๊ณผ ์‚ฌ๋žŒ์ด ๋งŒ๋“ค์–ด ๋†“์€ ์ฐธ์กฐ ์š”์•ฝ ๊ฐ„ ๊ฒน์น˜๋Š” ๋‹จ์–ด ์ด 6๊ฐœ ํ•˜์ง€๋งŒ ์ด 6์ด๋ผ๋Š” ์ˆซ์ž๋Š” ์„ฑ๋Šฅ ์ง€ํ‘œ(Metric)๋กœ ๋ฐ”๋กœ ์‚ฌ์šฉํ•˜๊ธฐ์— ์ ํ•ฉํ•˜.. 2022. 10. 30.