Entity Linking
239 papers with code • 25 benchmarks • 38 datasets
Assigning a unique identity to entities (such as famous individuals, locations, or companies) mentioned in text (Source: Wikipedia).
Benchmarks
These leaderboards are used to track progress in Entity Linking
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Libraries
Use these libraries to find Entity Linking models and implementations
CoNLL
FUNSD
KILT
FIGER
AIDA CoNLL-YAGO
MedMentions
Most implemented papers
Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities
Large-scale multi-modal pre-training models such as CLIP and PaLI exhibit strong generalization on various visual domains and tasks.
A Fair and In-Depth Evaluation of Existing End-to-End Entity Linking Systems
We provide a more meaningful and fair in-depth evaluation of a variety of existing end-to-end entity linkers.
DWE+: Dual-Way Matching Enhanced Framework for Multimodal Entity Linking
season1blue/dwet
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Multimodal entity linking (MEL) aims to utilize multimodal information (usually textual and visual information) to link ambiguous mentions to unambiguous entities in knowledge base.
Entity Disambiguation with Web Links
Entity disambiguation with Wikipedia relies on structured information from redirect pages, article text, inter-article links, and categories.
Sematch: Semantic Entity Search from Knowledge Graph
As an increasing amount of the knowledge graph is published as Linked Open Data, semantic entity search is required to develop new applications.
Probabilistic Bag-Of-Hyperlinks Model for Entity Linking
We demonstrate the accuracy of our approach on a wide range of benchmark datasets, showing that it matches, and in many cases outperforms, existing state-of-the-art methods.
