Solving Zero-Shot Learning in Named Entity Recognition with Common Sense Knowledge

Related tags

Deep Learningzero-for-ner
Overview

Zero-Shot Learning in Named Entity Recognition with Common Sense Knowledge

Associated code for the paper Zero-Shot Learning in Named Entity Recognition with Common Sense Knowledge.

Description

Click on the poster for higher resolution

Citation

If you find that this project helps your research, please consider citing the related paper:

@misc{vanhoang2021zeroshot,
      title={Zero-Shot Learning in Named-Entity Recognition with External Knowledge}, 
      author={Nguyen Van Hoang and Soeren Hougaard Mulvad and Dexter Neo Yuan Rong and Yang Yue},
      year={2021},
      eprint={2111.07734},
      archivePrefix={arXiv},
      primaryClass={cs.AI}
}

Attributions

In this project, we make extensive use of LUKE and the CrossNER dataset.

Owner
Søren Hougaard Mulvad
MSc in CS at National University of Singapore. BSc from @diku-dk. Worked as a Software Developer at ByteDance and IT Minds.
Søren Hougaard Mulvad
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