Toshiba AI Technology Catalog

  • Language media analysis

Extraction of similar expressions

Quantifying semantic similarity for combined expressions (n-grams) of multiple words.


  • By preparing networks for each n-gram length and by forming connections between hidden and output layers, weights are updated in consideration of differences in each n-gram length.
  • By accurately identifying semantic similarity for n-grams, it becomes possible to efficiently find the desired document from among large-scale document data.

Applications



  • Text search/classification system

Benchmarks, strengths, and track record



  • Accurately estimates semantic similarity for combined expressions of multiple words compared to conventional methods (Association for Natural Language Processing, 25th Annual Meeting)

Inquiries



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