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🔗 Source: aclanthology.org
📊 Size: 149 KB
👤 Author: Zdenek Zabokrtsky ; Jan Ptacek ; Petr Pajas
⬇️ Downloads: 77

Summary

TectoMT is a highly modular English-Czech machine translation system that combines linguistically motivated layers of language description with statistical NLP approaches. It uses the Prague Dependency Treebank annotation scenario, which defines four layers of language description: word, morphological, analytical, and tectogrammatical. The system employs 'Praguian' tectogrammatics as the transfer layer, allowing for a natural transfer factorization and carrying more information for lexical choice. The translation procedure involves a sequence of processing modules, including tokenization, tagging, lemmatization, parsing, and transfer, using a combination of probabilistic solutions, machine learning techniques, and empirically based heuristics. The system is designed to be highly modular, with each module independently testable, improvable, or substitutable, and allows for easy combination of blocks based on different approaches.

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Description

TectoMT is a highly modular English-Czech machine translation system that combines linguistically motivated layers of language description with statistical NLP...

Technical Information

  • File Format: PDF
  • File Size: 149 KB
  • Pages: 4
  • Language: EN
  • Author: Zdenek Zabokrtsky ; Jan Ptacek ; Petr Pajas
  • Total Downloads: 77
  • Last Updated: 1 month ago

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