Adaptation of Statistical Machine Translation Model for Cross-Lingual Information Retrieval in a Service Context

Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information

Connecting Phrase based Statistical Machine Translation Adaptation

Although more additional corpora are now available for Statistical Machine Translation (SMT), only the ones which belong to the same or similar domains with the original corpus can indeed enhance SMT performance directly…

Phrase Table Induction Using In-Domain Monolingual Data for Domain Adaptation in Statistical Machine Translation

We present a new framework to induce an in-domain phrase table from in-domain monolingual data that can be used to adapt a general-domain statistical machine translation system to the targeted domain. Our method first co…

Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings

We propose a new method for extracting pseudo-parallel sentences from a pair of large monolingual corpora, without relying on any document-level information. Our method first exploits word embeddings in order to efficien…

Automatic Translation of Scientific Documents in the HAL Archive

This paper describes the development of a statistical machine translation system between French and English for scientific papers. This system will be closely integrated into the French HAL open archive, a collection of …