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    2023 용인시 SW/AI 해커톤

    Algorithm | NLP | Classification | Macro F1 Score

    • moneyIcon Prize : 총 500만원
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    [Private 8th] twitter-roberta-base-sentiment + K-fold

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    공동작성자

    stroke
    2023.10.20 20:22 1,426 Views language
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    안녕하세요. 팀 H&S_AILAB입니다.

    저희는 사전 학습 모델로 DeBERTa, twitter-roberta-base-sentiment 등으로 실험을 진행했고 twitter-roberta-base-sentiment 모델의 성능 결과가 가장 좋았습니다.
    데이터 전처리와 데이터 증강의 경우, 오히려 성능이 하락하여 진행하지 않았습니다.

    모델 학습은 twitter-roberta-base-sentiment모델을 기반으로 Straight K-fold를 사용하여 교차검증을 하였습니다.

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    [Private 8th] twitter-roberta-base-sentiment + K-fold
    Competition - 2023 용인시 SW/AI 해커톤
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    Views 1,426
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    2년 전
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    Competition - 2023 용인시 SW/AI 해커톤
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