Unsupervised Cross-Lingual Information Retrieval Using Monolingual Data Only

Autor: Ivan Vulić, Robert Litschko, Simone Paolo Ponzetto, Goran Glavaš

Publikováno v: The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval
SIGIR
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval-SIGIR 18
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval -SIGIR '18

We propose a fully unsupervised framework for ad-hoc cross-lingual information retrieval (CLIR) which requires no bilingual data at all. The framework leverages shared cross-lingual word embedding spaces in which terms, queries, and documents can be

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