Joint Multilingual Supervision for Cross-lingual Entity Linking

@inproceedings{Upadhyay2018JointMS,
  title={Joint Multilingual Supervision for Cross-lingual Entity Linking},
  author={Shyam Upadhyay and Nitish Gupta and Dan Roth},
  booktitle={EMNLP},
  year={2018}
}
Cross-lingual Entity Linking (XEL) aims to ground entity mentions written in any language to an English Knowledge Base (KB), such as Wikipedia. XEL for most languages is challenging, owing to limited availability of resources as supervision. We address this challenge by developing the first XEL approach that combines supervision from multiple languages jointly. This enables our approach to: (a) augment the limited supervision in the target language with additional supervision from a high… CONTINUE READING
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