Combining contextualized and non-contextualized query translations to improve CLIR

Suraj Nair
Suraj Nair
Petra Galuščáková
Petra Galuščáková

SIGIR '20: The 43rd International ACM SIGIR conference on research and development in Information Retrieval Virtual Event China July, 2020, pp. 1581-1584, 2020.

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Abstract:

In cross-language information retrieval using probabilistic structured queries (PSQ), translation probabilities from statistical machine translation act as a bridge between the query and document vocabulary. These translation probabilities are typically estimated from a sentence-aligned corpus on a word to word basis without taking into a...More

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