Discussions

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  MLM pretraining 후에 STS로 fine-tuning

  intrandom5 started Oct 31, 2022 in Show and tell

  

  

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  SBERT 추가 실험 결과

  intrandom5 started Nov 11, 2022 in Show and tell

  

  

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  label에 가중치를 준 MSE loss와, ensemble 방법 및 최종 모델 회고

  question Further information is requested

  papari1123 started Nov 4, 2022 in General

  

  

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  문장 쌍의 순서를 바꾸는 것만으로도 augmentation 효과를 볼 수 있을까?

  intrandom5 started Nov 7, 2022 in Ideas

  

  

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  SimCSE 모델 실험 결과

  question Further information is requested

  intrandom5 started Nov 3, 2022 in Show and tell

  

  

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  Difference between CLS hidden state and pooled_output

  question Further information is requested

  intrandom5 started Oct 30, 2022 in Ideas

  

  

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  주어진 데이터와 모델에서 Cosine Similarity

  question Further information is requested

  risolate started Oct 28, 2022 in General

  

  

  

  

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  모델은 같은 주제에 대해 상반되는 의견을 가진 문장을 어떻게 처리하는가?

  question Further information is requested

  intrandom5 started Oct 28, 2022 in Ideas

  

  

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  운영진에서 준 BaseLine과 현재 구현 코드의 차이

  intrandom5 started Oct 27, 2022 in Show and tell

  

  

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  label weighted loss함수

  papari1123 started Nov 1, 2022 in Ideas

  

  

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  K-fold cross validation 실험 결과를 공유합니다.

  ymnseol started Nov 3, 2022 in Show and tell

  

  

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  Pearson vs Spearman correlation

  intrandom5 started Nov 2, 2022 in Ideas

  

  

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  BERT에서 Dropout 설정 방법 (feat. 준휘)

  question Further information is requested

  papari1123 started Nov 1, 2022 in Ideas

  

  

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  Segmentation fault (core dumped)가 발생할 경우 transformers 패키지를 재설치해봅시다.

  ymnseol started Nov 1, 2022 in General

  

  

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  Dropout rate에 따른 성능 변화

  intrandom5 started Nov 1, 2022 in Ideas

  

  

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  SimCSE

  intrandom5 started Nov 1, 2022 in Ideas

  

  

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  Synonym Replacement와 Back Translation 결과를 공유합니다.

  ymnseol started Nov 1, 2022 in Show and tell

  

  

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  [데이터 토큰 추가] <PERSON> 부분이 나뉘어서 tokenize 되는 부분을 발견하였다! 어떻게 해결하는게 좋을까?

  soohi0 started Nov 1, 2022 in Show and tell

  

  

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  코드 refactoring + NLI, MLM 모델 추가해서 develop branch에 병합.

  intrandom5 announced Nov 1, 2022 in Announcements

  

  

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  다양한 모델의 valid_pearson, valid_loss 비교

  risolate started Oct 31, 2022 in General

  

  

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  robert-large 모델 + 데이터 전처리 여부에 따른 결과

  papari1123 started Oct 30, 2022 in General

  

  

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  Data augmentation 재현성 관련 질문이 있습니다.

  ymnseol asked Oct 28, 2022 in Q&A · Unanswered

  

  

  

  

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  새로 학습한 모델이 성능이 좋은 이유

  intrandom5 started Oct 29, 2022 in Ideas

  

  

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  메타정보 (source)를 데이터셋에 추가 + prediction까지 고려한 커스텀 EDA 툴

  papari1123 started Oct 28, 2022 in Ideas

  

  

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  갑자기 CUDA Out Of Memory Error가 뜰 때

  intrandom5 started Oct 27, 2022 in Ideas

  

  

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