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🔗 Source: aclanthology.org
📊 Size: 524 KB
👤 Author: Shuhei Kondo ; Kevin Duh ; Yuji Matsumoto
⬇️ Downloads: 59

Summary

A novel unsupervised word alignment model based on the Hidden Markov Tree (HMT) model is proposed, assuming alignment variables have a tree structure isomorphic to the target dependency tree and modeling distortion probability based on the source dependency tree, incorporating syntactic structure from both sides of parallel sentences, outperforming IBM Model 4 by over 3 points alignment error rate in English-Japanese word alignment experiments.

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Description

A novel unsupervised word alignment model based on the Hidden Markov Tree (HMT) model is proposed, assuming alignment variables have a tree structure...

Technical Information

  • File Format: PDF
  • File Size: 524 KB
  • Pages: 9
  • Language: EN
  • Author: Shuhei Kondo ; Kevin Duh ; Yuji Matsumoto
  • Total Downloads: 59
  • Last Updated: 11 hours ago

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