Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations

@inproceedings{Hadiwinoto2019ImprovedWS,
  title={Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations},
  author={Christian Hadiwinoto and H. T. Ng and Wee Chung Gan},
  booktitle={EMNLP/IJCNLP},
  year={2019}
}
Contextualized word representations are able to give different representations for the same word in different contexts, and they have been shown to be effective in downstream natural language processing tasks, such as question answering, named entity recognition, and sentiment analysis. However, evaluation on word sense disambiguation (WSD) in prior work shows that using contextualized word representations does not outperform the state-of-the-art approach that makes use of non-contextualized… Expand
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