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🔗 Source: aclanthology.org
📊 Size: 99 KB
👤 Author: Kurt
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Summary

Christian Monson, Alon Lavie, Jaime Carbonell, and Lori Levin propose a novel framework for inducing morphological inflection classes from a monolingual corpus. The approach involves two stages: generating a data structure of candidate inflection classes and their interrelationships, and applying search and filtering techniques to identify "true" inflection classes. The authors evaluate their baseline techniques on Spanish, achieving an F1 score of over 0.5 against ideal Spanish inflectional morphology classes. The work aims to develop systems for automatically inducing solutions for NLP tasks in low-density languages, with applications in machine translation and morphological analysis.

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Christian Monson, Alon Lavie, Jaime Carbonell, and Lori Levin propose a novel framework for inducing morphological inflection classes from a monolingual...

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  • File Format: PDF
  • File Size: 99 KB
  • Pages: 10
  • Language: EN
  • Author: Kurt
  • Total Downloads: 99
  • Last Updated: 3 weeks ago

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