Span-based Parsing With Pre-trained Representations.pdf

1805.01052.pdf
Preview of Span-based parsing with pre-trained representations
🔗 Source: arxiv.org
📊 Size: 458 KB
📄 Pages: 12 pages
⬇️ Downloads: 92

Summary

We demonstrate that replacing an LSTM encoder with a self-attentive architecture can improve a state-of-the-art discriminative constituency parser, achieving new state-of-the-art results on the Penn Treebank (93.55 F1 without external data and 95.13 F1 with pre-trained word representations) and outperforming previous best-published accuracy figures on 8 of the 9 languages in the SPMRL dataset.

Description

We demonstrate that replacing an LSTM encoder with a self-attentive architecture can improve a state-of-the-art discriminative constituency parser, achieving...

Technical Information

  • File Format: PDF
  • File Size: 458 KB
  • Pages: 12
  • Language: EN
  • Total Downloads: 92
  • Last Updated: 2 hours ago

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