Improving Candidate Generation for Low-resource Cross-lingual Entity Linking

@article{Zhou2020ImprovingCG,
  title={Improving Candidate Generation for Low-resource Cross-lingual Entity Linking},
  author={Shuyan Zhou and Shruti Rijhawani and J. Wieting and J. Carbonell and Graham Neubig},
  journal={Transactions of the Association for Computational Linguistics},
  year={2020},
  volume={8},
  pages={109-124}
}
  • Shuyan Zhou, Shruti Rijhawani, +2 authors Graham Neubig
  • Published 2020
  • Computer Science
  • Transactions of the Association for Computational Linguistics
  • Cross-lingual entity linking (XEL) is the task of finding referents in a target-language knowledge base (KB) for mentions extracted from source-language texts. The first step of (X)EL is candidate generation, which retrieves a list of plausible candidate entities from the target-language KB for each mention. Approaches based on resources from Wikipedia have proven successful in the realm of relatively high-resource languages, but these do not extend well to low-resource languages with few, if… CONTINUE READING
    7 Citations
    Design Challenges for Low-resource Cross-lingual Entity Linking
    • 3
    • Highly Influenced
    • PDF
    Entity Linking in 100 Languages
    • Highly Influenced
    • PDF
    Soft Gazetteers for Low-Resource Named Entity Recognition
    • 2
    • PDF
    Low-resource Languages: A Review of Past Work and Future Challenges
    • 1
    • PDF
    Learning from Unlabelled Data for Clinical Semantic Textual Similarity
    • PDF

    References

    SHOWING 1-10 OF 48 REFERENCES
    Towards Zero-resource Cross-lingual Entity Linking
    • 7
    • PDF
    Zero-shot Neural Transfer for Cross-lingual Entity Linking
    • 23
    • PDF
    Joint Multilingual Supervision for Cross-lingual Entity Linking
    • 21
    • Highly Influential
    • PDF
    Cross-Language Entity Linking
    • 53
    • PDF
    Overview of TAC-KBP2015 Tri-lingual Entity Discovery and Linking
    • 79
    • PDF
    One for All: Towards Language Independent Named Entity Linking
    • 21
    • PDF
    Neural Cross-Lingual Entity Linking
    • 53
    • Highly Influential
    • PDF
    Cross-lingual Name Tagging and Linking for 282 Languages
    • 114
    • Highly Influential
    • PDF
    Learning Better Name Translation for Cross-Lingual Wikification
    • 8
    • PDF