Cross-Lingual Entity Linking

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

1 subtask in the archive's task tree.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

9 shown of 9 papers with code (22 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Efficient Entity Candidate Generation for Low-Resource Languages
  30 Jun 2022 1 repository listed
  We also propose a light-weight and simple solution based on the construction of indexes whose design is motivated by more complex transfer learning based neural approaches.
• Cross-Lingual Citations in English Papers: A Large-Scale Analysis of Prevalence, Usage, and Impact
  7 Nov 2021 1 repository listed
  Citation information in scholarly data is an important source of insight into the reception of publications and the scholarly discourse.
• Prix-LM: Pretraining for Multilingual Knowledge Base Construction
  16 Oct 2021 1 repository listed
  To achieve this, it is crucial to represent multilingual knowledge in a shared/unified space.
• Soft Gazetteers for Low-Resource Named Entity Recognition
  4 May 2020 1 repository listed
  However, designing such features for low-resource languages is challenging, because exhaustive entity gazetteers do not exist in these languages.
• Design Challenges in Low-resource Cross-lingual Entity Linking
  2 May 2020 1 repository listed
  Cross-lingual Entity Linking (XEL), the problem of grounding mentions of entities in a foreign language text into an English knowledge base such as Wikipedia, has seen a lot of research in recent years, with a range of…
• Improving Candidate Generation for Low-resource Cross-lingual Entity Linking
  3 Mar 2020 1 repository listed
  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.
• Towards Zero-resource Cross-lingual Entity Linking
  29 Sep 2019 1 repository listed
  Cross-lingual entity linking (XEL) grounds named entities in a source language to an English Knowledge Base (KB), such as Wikipedia.
• Zero-shot Neural Transfer for Cross-lingual Entity Linking
  9 Nov 2018 1 repository listed
  To address this problem, we investigate zero-shot cross-lingual entity linking, in which we assume no bilingual lexical resources are available in the source low-resource language.
• Joint Multilingual Supervision for Cross-lingual Entity Linking
  20 Sep 2018 1 repository listed
  This enables our approach to: (a) augment the limited supervision in the target language with additional supervision from a high-resource language (like English), and (b) train a single entity linking model for multiple…