topic models

That’ll do fine!: A coarse lexical resource for English-Hindi MT, using polylingual topic models

Parallel corpora are often injected with bilingual lexical resources for improved Indian language machine translation (MT). In absence of such lexical resources, multilingual topic models have been used to create coarse lexical resources in the past, …

Using Multilingual Topic Models for Improved Alignment in English-Hindi MT

Parallel corpora are often injected with bilingual dictionaries for improved Indian language machine translation (MT). In absence of such dictionaries, a coarse dictionary may be required. This paper demonstrates the use of a multilingual topic model …