S Sreelekha

Role of Morphology Injection in SMT: A Case Study from Indian Language Perspective

2017 · arXiv (Cornell University)

Phrase-based Statistical Machine Translation (PBSMT) is commonly used for automatic translation. However, PBSMT runs into difficulty when either or both of the source and target languages are morphologically rich. Factored models are found to be …

Morphology Generation for Statistical Machine Translation

2017 · arXiv (Cornell University)

When translating into morphologically rich languages, Statistical MT approaches face the problem of data sparsity. The severity of the sparseness problem will be high when the corpus size of morphologically richer language is less. Even …