/Dacon-Korean-NLI

Codes used on "Dacon - Korean NLI"

Primary LanguageJupyter Notebook

Dacon-Korean-NLI

Codes used on "Dacon - 한국어 문장 관계 분류 경진대회"
Achieved Score - 0.88895(Private), 14/468

Contributor

Name Contributions
이상규 Modeling
김대성 Pre-processing
정경송 Data Augmentation

References

Baselines

Back Translation, Baseline

Papers

@article{ham2020kornli,
  title={KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding},
  author={Ham, Jiyeon and Choe, Yo Joong and Park, Kyubyong and Choi, Ilji and Soh, Hyungjoon},
  journal={arXiv preprint arXiv:2004.03289},
  year={2020}
}

@misc{park2021klue,
      title={KLUE: Korean Language Understanding Evaluation},
      author={Sungjoon Park and Jihyung Moon and Sungdong Kim and Won Ik Cho and Jiyoon Han and Jangwon Park and Chisung Song and Junseong Kim and Yongsook Song and Taehwan Oh and Joohong Lee and Juhyun Oh and Sungwon Lyu and Younghoon Jeong and Inkwon Lee and Sangwoo Seo and Dongjun Lee and Hyunwoo Kim and Myeonghwa Lee and Seongbo Jang and Seungwon Do and Sunkyoung Kim and Kyungtae Lim and Jongwon Lee and Kyumin Park and Jamin Shin and Seonghyun Kim and Lucy Park and Alice Oh and Jungwoo Ha and Kyunghyun Cho},
      year={2021},
      eprint={2105.09680},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@article{aghajanyan2020better,  
  title={Better Fine-Tuning by Reducing Representational Collapse},  
  author={Aghajanyan, Armen and Shrivastava, Akshat and Gupta, Anchit and Goyal, Naman and Zettlemoyer, Luke and Gupta, Sonal},  
  journal={arXiv preprint arXiv:2008.03156},  
  year={2020}  
}