Статистические модели перевода

Automatic segmentation of text into min- imal content-bearing units is an unsolved problem even for languages like English. Spaces between words offer an easy first ap- proximation, but this approximation …...

The parameters of statistical translation models are typically estimated from sentence-aligned parallel corpora. We show that significant improvements in the alignment and translation quality of such mod- els can be …...

In Cross Language Information Retrieval (CLIR), query terms can be translated to the document language using Bilingual Dictionaries (BDs) or Statistical Transla- tion Models (STMs). Combining different translation resources can …...

Statistical translation models that try to capture the recursive structure of language have been widely adopted over the last few years. These models make use of vary- ing amounts of …...

Bridging the lexical gap between the user’s question and the question-answer pairs in the Q&A archives has been a major challenge for Q&A retrieval. State-of-the-art approaches address this issue by …...