Unsupervised Induction of Cross-Lingual Semantic Relations

@inproceedings{Lewis2013UnsupervisedIO,
  title={Unsupervised Induction of Cross-Lingual Semantic Relations},
  author={Mike Lewis and Mark Steedman},
  booktitle={EMNLP},
  year={2013}
}
Creating a language-independent meaning representation would benefit many crosslingual NLP tasks. We introduce the first unsupervised approach to this problem, learning clusters of semantically equivalent English and French relations between referring expressions, based on their named-entity arguments in large monolingual corpora. The clusters can be used as language-independent semantic relations, by mapping clustered expressions in different languages onto the same relation. Our approach… CONTINUE READING
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