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W00-0736.pdf
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🔗 Source: aclanthology.org
📊 Size: 279 KB
👤 Author: Marc Vilain; David Day
⬇️ Downloads: 97

Summary

Marc Vilain and David Day from The MITRE Corporation presented their work on phrase-level parsing, exploiting chunking in two ways: as part of their extraction system (Alembic) and as part of their ongoing research in parsing. They evaluated their approach on the common CoNLL task, presenting three different evaluations: a baseline "chunking as tagging" approach, a trainable rule-based system (the Alembic phrase rule parser), and the standard Alembic chunker. The "chunking as tagging" approach yielded mediocre results, while the Alembic phrase rule parser achieved better performance, with accuracy, precision, and recall values of 89%. The parser's architecture is based on Brill's approach, following a sequence of rules to build phrases out of parse islands, and can be operated as either a trainable procedure or a hand-engineered system.

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Marc Vilain and David Day from The MITRE Corporation presented their work on phrase-level parsing, exploiting chunking in two ways: as part of their extraction...

Technical Information

  • File Format: PDF
  • File Size: 279 KB
  • Pages: 3
  • Language: EN
  • Author: Marc Vilain; David Day
  • Total Downloads: 97
  • Last Updated: 2 hours ago

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