Bilingual Lexicon Generation Using Non-Aligned Signatures

@inproceedings{Shezaf2010BilingualLG,
  title={Bilingual Lexicon Generation Using Non-Aligned Signatures},
  author={Daphna Shezaf and Ari Rappoport},
  booktitle={ACL},
  year={2010}
}
Bilingual lexicons are fundamental resources. Modern automated lexicon generation methods usually require parallel corpora, which are not available for most language pairs. Lexicons can be generated using non-parallel corpora or a pivot language, but such lexicons are noisy. We present an algorithm for generating a high quality lexicon from a noisy one, which only requires an independent corpus for each language. Our algorithm introduces non-aligned signatures (NAS), a cross-lingual word… CONTINUE READING
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