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Outline. Problem definition (unsupervised learning from comparable corpora)General ideas (freq. correlation, iterative feedback, mixture models)Preliminary results (lexical retrieval, transliteration). Problem Definition. The general problem: Unsupervised learning from comparable corporaGiven a set of comparable corpora (e.g., news articles published on the same day)Assuming no additional resources (e.g., no bilingual dictionary)How do we do Document alignmentEntity extractionTranslit9442

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