I-Parser: Interactive Parser Development Kit for Natural Language Processing

Gaku Morio, Hiroaki Ozaki, Yuta Koreeda, Terufumi Morishita, Toshinori Miyoshi

AAAI 2021 pp. 16091-16093

doi:10.1609/AAAI.V35I18.18021 /aaai/2021/morio2021aaai-i/

Abstract

This demonstration paper presents i-Parser, a novel development kit that produces high-performance semantic parsers. i-Parser converts training graphs into sequences written in a context-free language, then our proposed model learns to generate the sequences. With interactive configuration and visualization, users can easily build their own parsers. Benchmark results of i-Parser showed high performances of various parsing tasks in natural language processing.

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Cite

Text

Morio et al. "I-Parser: Interactive Parser Development Kit for Natural Language Processing." AAAI Conference on Artificial Intelligence, 2021. doi:10.1609/AAAI.V35I18.18021

Markdown

[Morio et al. "I-Parser: Interactive Parser Development Kit for Natural Language Processing." AAAI Conference on Artificial Intelligence, 2021.](https://mlanthology.org/aaai/2021/morio2021aaai-i/) doi:10.1609/AAAI.V35I18.18021

BibTeX

@inproceedings{morio2021aaai-i,
  title     = {{I-Parser: Interactive Parser Development Kit for Natural Language Processing}},
  author    = {Morio, Gaku and Ozaki, Hiroaki and Koreeda, Yuta and Morishita, Terufumi and Miyoshi, Toshinori},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2021},
  pages     = {16091-16093},
  doi       = {10.1609/AAAI.V35I18.18021},
  url       = {https://mlanthology.org/aaai/2021/morio2021aaai-i/}
}