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Projects/COVID-19 analysis

[๋ฐ์ดํ„ฐ์…‹] Sentiment-analysis dataset

http://nlpprogress.com/english/sentiment_analysis.html

https://paperswithcode.com/task/sentiment-analysis

 

sentiment analysis english dataset ์„ ์ •๋ฆฌํ•ด๋ณด์•˜์Šต๋‹ˆ๋‹ค.

SST์™€ Yelp dataset๋Š” sentimentrk 5๋‹จ๊ณ„๋กœ ๋‚˜๋‰œ sentimtiment dataset์ด ์žˆ์—ˆ์Šต๋‹ˆ๋‹ค.

Sem-Eval-2017 Task4 ๋ฐ์ดํ„ฐ์…‹์€ Subtask A ์— ๊ธ์ •, ๋ถ€์ •, ์ค‘๋ฆฝ ๋ฐ์ดํ„ฐ์…‹์ด ์žˆ์Šต๋‹ˆ๋‹ค.

๋‚˜๋จธ์ง€ ๋ฐ์ดํ„ฐ์…‹๋“ค์€ ๊ธ์ •๊ณผ ๋ถ€์ •์œผ๋กœ๋งŒ ๋ถ„๋ฅ˜๋˜์–ด์žˆ์Šต๋‹ˆ๋‹ค.

๊ฐ ๋ฐ์ดํ„ฐ์…‹๋“ค ๋งˆ๋‹ค SOTA ๋ชจ๋ธ๊ณผ ์š”์ฆ˜ ๊ฐ€์žฅ ํ•ซํ•œ BERT ๋ชจ๋ธ์˜ ์„ฑ๋Šฅ์„ ์ •๋ฆฌํ–ˆ์Šต๋‹ˆ๋‹ค.