Exploring the Impact of Syntactic Structure Information on Unknown Entity Recognition in Transformer-based Natural Language Understanding

Author:

Yang Rui1,Javar Farnoosh1,Wakabayashi Kei1,Takeuchi Johane2

Affiliation:

1. University of Tsukuba,Ibaraki,Japan

2. Honda Research Institute Japan Co., Ltd.,Saitama,Japan

Publisher

IEEE

Reference27 articles.

1. Diet: Lightweight language understanding for dialogue systems;Bunk;arXiv:2004.09936 [cs.CL],2020

2. Graph convolutional networks for named entity recognition;Cetoli,2018

3. Graph convolutional networks for named entity recognition;Cetoli;arXiv:1709.10053 [cs.CL],2017

4. Named Entity Recognition with Bidirectional LSTM-CNNs

5. Electra: Pre-training text encoders as discriminators rather than generators;Clark,2020

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