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W93-0307.pdf
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🔗 Source: aclanthology.org
📊 Size: 546 KB
👤 Author: Philip Resnik; Marti A. Hearst
⬇️ Downloads: 508

Summary

Lexical co-occurrence statistics are used in syntactic analysis of text, but suffer from sparsity of data. An extension of the lexical association strategy using noun class information was investigated, but did not yield improved performance. The problem lies in the multiplicity of classes available for each noun without sense disambiguation. Prepositional phrase attachment is a structural ambiguity problem, and various strategies have been proposed, including syntactically-based attachment rules and preference semantics. Lexical preferences have been found to provide more reliable attachment predictions than structural strategies, but hand-encoding of preference rules is not sufficient for unconstrained text. Corpus-based lexical co-occurrence statistics have been proposed as an alternative method for discovering and using lexical attachment preferences.

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Description

Lexical co-occurrence statistics are used in syntactic analysis of text, but suffer from sparsity of data.

Technical Information

  • File Format: PDF
  • File Size: 546 KB
  • Pages: 7
  • Language: EN
  • Author: Philip Resnik; Marti A. Hearst
  • Total Downloads: 508
  • Last Updated: 3 weeks ago

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