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Cross-Lingual Entity Linking

Cross-lingual entity linking is the task of using data and models available for one language for which ample such resources are available (e.g., English) to solve entity linking tasks (i.e., assigning a unique identity to entities in a text) in another, commonly low-resource, language.

Image Source: Towards Zero-resource Cross-lingual Entity Linking

Papers

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Showing 1–22 of 22 papers

TitleStatusHype
Efficient Entity Candidate Generation for Low-Resource LanguagesCode0
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders—0
Prix-LM: Pretraining for Multilingual Knowledge Base Construction—0
Cross-Lingual Citations in English Papers: A Large-Scale Analysis of Prevalence, Usage, and ImpactCode0
Prix-LM: Pretraining for Multilingual Knowledge Base ConstructionCode0
Slav-NER: the 3rd Cross-lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages—0
Soft Gazetteers for Low-Resource Named Entity RecognitionCode1
Design Challenges in Low-resource Cross-lingual Entity LinkingCode0
Improving Candidate Generation for Low-resource Cross-lingual Entity LinkingCode1
Cross-lingual Joint Entity and Word Embedding to Improve Entity Linking and Parallel Sentence Mining—0
Towards Zero-resource Cross-lingual Entity LinkingCode0
The Second Cross-Lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages—0
Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision—0
Zero-shot Neural Transfer for Cross-lingual Entity LinkingCode0
Joint Multilingual Supervision for Cross-lingual Entity LinkingCode0
Neural Cross-Lingual Entity Linking—0
Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations—0
A Multi-media Approach to Cross-lingual Entity Knowledge Transfer—0
On the Role of Seed Lexicons in Learning Bilingual Word Embeddings—0
Name Tagging for Low-resource Incident Languages based on Expectation-driven Learning—0
xLiD-Lexica: Cross-lingual Linked Data Lexica—0
Linguistic Resources for Entity Linking Evaluation: from Monolingual to Cross-lingual—0
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