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Graph-Based Word Alignment for Clinical Language Evaluation
Graph-Based Word Alignment Clinical Language Evaluation
2016/2/23
Among the more recent applications for natural language processing algorithms has been the analysis of spoken language data for diagnostic and remedial purposes, fueled by the demand for simple, objec...
Discriminative Word Alignment by Linear Modeling
Discriminative Word Alignment Linear Modeling
2015/9/8
Word alignment plays an important role in many NLP tasks as it indicates the correspondence between words in a parallel text. Although widely used to align large bilingual corpora, generative models a...
Learning Tractable Word Alignment Models with Complex Constraints
Learning Tractable Word Alignment Models Complex Constraints
2015/9/8
Word-level alignment of bilingual text is a critical resource for a growing variety of tasks. Probabilistic models for word alignment present a fundamental trade-off between richness of captured const...
Measuring Word Alignment Quality for Statistical Machine Translation
Statistical Machine Translation Alignment Quality
2015/9/2
Automatic word alignment plays a critical role in statistical machine translation. Unfortunately, the relationship between alignment quality and statistical machine translation performance has not bee...
Extensions to HMM-based Statistical Word Alignment Models
HMM-based Statistical Word Alignment Models
2015/6/12
This paper describes improved HMM-based word level alignment models for statistical machine translation. We present a method for using part of speech tag information to improve alignment accuracy, and...
A Beam Search Algorithm for ITG Word Alignment.
Multi-granularity Word Alignment and Decoding for Agglutinative Language Translation
Multi-granularity Word Alignment Decoding Agglutinative Language Translation
2013/4/22
Lexical sparsity problem is much more serious for agglutinative language translation due to the multitude of inflected variants of lexicons.In this paper, we propose a novel opti mization strategy to ...
Linguistics-based word alignment for medical translators
Translation parallel texts sentence alignment word alignment terminology extraction lexical knowledge medical Dutch medical French
2009/9/2
Tools assisting professional translators memorise translated sentences but provide limited functionality for the identification of terms and their translation equivalents in translated texts. In this ...