'Translation probability' presentation slideshows

CS 388: Natural Language Processing Machine Transla tion

1.12k views • 86 slides

THE MATHEMATICS OF STATISTICAL MACHINE TRANSLATION Sriraman M Tallam

THE MATHEMATICS OF STATISTICAL MACHINE TRANSLATION Sriraman M Tallam. The Problem. The problem of machine translation is discussed. Five Statistical Models are proposed for the translation process. Algorithms for estimating their parameters are described.

372 views • 27 slides

CSA4050: Advanced Techniques in NLP

CSA4050: Advanced Techniques in NLP. Machine Translation III Statistical MT. Statistical Translation. Robust Domain independent Extensible Does not require language specialists Uses noisy channel model of translation. Noisy Channel Model Sentence Translation (Brown et. al. 1990).

380 views • 24 slides

Extraction of Bilingual Information from Parallel Texts

Extraction of Bilingual Information from Parallel Texts. Mike Rosner. Outline. Machine Translation Traditional vs. Statistical Architectures Experimental Results Conclusions. Translational Equivalence: many:many relation. SOURCE. TARGET. Traditional Machine Translation. Remarks.

379 views • 23 slides

Exploiting Proximity Feature in Statistical Translation Models for Information Retrieval

332 views • 22 slides