SOTAVerified

Entity Linking

Assigning a unique identity to entities (such as famous individuals, locations, or companies) mentioned in text (Source: Wikipedia).

Papers

Showing 301350 of 735 papers

TitleStatusHype
Entity Linking for Queries by Searching Wikipedia Sentences0
Entity Linking at Web Scale0
Chinese Personal Name Disambiguation Based on Vector Space Model0
Entity Hierarchy Embedding0
Chinese Name Disambiguation Based on Adaptive Clustering with the Attribute Features0
Argument-Aware Approach To Event Linking0
Entity Disambiguation via Fusion Entity Decoding0
Chemical Identification and Indexing in PubMed Articles via BERT and Text-to-Text Approaches0
A Regional News Corpora for Contextualized Entity Discovery and Linking0
Alignment-based sense selection in METEOR and the RATATOUILLE recipe0
Entities as topic labels: Improving topic interpretability and evaluability combining Entity Linking and Labeled LDA0
Enriching a Fashion Knowledge Graph from Product Textual Descriptions0
Chemical detection and indexing in PubMed full text articles using deep learning and rule-based methods0
Enhancing Named Entity Recognition in Twitter Messages Using Entity Linking0
Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation0
Cheap and easy entity evaluation0
Aligning Entity Names with Online Aliases on Twitter0
A Cross-Lingual Dictionary for English Wikipedia Concepts0
End-to-End Hierarchical Relation Extraction for Generic Form Understanding0
End-to-End Entity Linking and Disambiguation leveraging Word and Knowledge Graph Embeddings0
Challenges in the Knowledge Base Population Slot Filling Task0
End-to-end Biomedical Entity Linking with Span-based Dictionary Matching0
Empirical Evaluation of Pretraining Strategies for Supervised Entity Linking0
CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data0
A Practical Entity Linking System for Tables in Scientific Literature0
Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge0
ELMD: An Automatically Generated Entity Linking Gold Standard Dataset in the Music Domain0
ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System0
CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data0
Approach for Semi-automatic Construction of Anti-infective Drug Ontology Based on Entity Linking0
ELCO3: Entity Linking with Corpus Coherence Combining Open Source Annotators0
Calculating Question Similarity is Enough: A New Method for KBQA Tasks0
EL92: Entity Linking Combining Open Source Annotators via Weighted Voting0
C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking0
Apprendre des repr\'esentations jointes de mots et d'entit\'es pour la d\'esambigu\" d'entit\'es (Combining Word and Entity Embeddings for Entity Linking)0
Efficient Collective Entity Linking with Stacking0
Building an Icelandic Entity Linking Corpus0
Efficient Biomedical Entity Linking: Clinical Text Standardization with Low-Resource Techniques0
Building a Multimodal Entity Linking Dataset From Tweets0
Applying unsupervised keyphrase methods on concepts extracted from discharge sheets0
Aleda, a free large-scale entity database for French0
Effective Crowdsourcing of Multiple Tasks for Comprehensive Knowledge Extraction0
Building a Corpus for Japanese Wikification with Fine-Grained Entity Classes0
BuDDIE: A Business Document Dataset for Multi-task Information Extraction0
A Pipeline Japanese Entity Linking System with Embedding Features0
EBL-Hope: Multilingual Word Sense Disambiguation Using a Hybrid Knowledge-Based Technique0
Early Stage Sparse Retrieval with Entity Linking0
Early Fusion Strategy for Entity-Relationship Retrieval0
Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding0
An Unsupervised Language-Independent Entity Disambiguation Method and its Evaluation on the English and Persian Languages0
Show:102550
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SpEL-large (2023)Micro-F1 strong88.6Unverified
2SpEL-base (2023)Micro-F1 strong88.1Unverified
3FusionEDMicro-F1 strong86.5Unverified
4ReLiK-LargeMicro-F1 strong86.4Unverified
5Zhang et al. (2021)Micro-F1 strong85.8Unverified
6De Cao et al. (2021b)Micro-F1 strong85.5Unverified
7ReLiK-BaseMicro-F1 strong85.3Unverified
8ReFinEDMicro-F1 strong84Unverified
9De Cao et al. (2021a)Micro-F1 strong83.7Unverified
10Kannan Ravi et al. (2021)Micro-F1 strong83.1Unverified
#ModelMetricClaimedVerifiedStatus
1GENREKILT-AC89.85Unverified
2BLINKKILT-AC81.54Unverified
3BARTKILT-AC77.55Unverified
4BART + DPRKILT-AC75.49Unverified
5T5-baseKILT-AC74.05Unverified
6RAGKILT-AC72.62Unverified
7multitaskKILT-AC66.75Unverified
8Multitask DPR + BARTKILT-AC24.67Unverified
9Multi-task DPRKILT-AC0Unverified
10multi-task smallKILT-AC0Unverified
#ModelMetricClaimedVerifiedStatus
1GENREKILT-AC71.22Unverified
2BLINKKILT-AC68.77Unverified
3T5-baseKILT-AC49.29Unverified
4BARTKILT-AC49.16Unverified
5RAGKILT-AC47.61Unverified
6multitaskKILT-AC47.45Unverified
7BART + DPRKILT-AC46.87Unverified
8Multi-task DPRKILT-AC0Unverified
9chriskueiKILT-AC0Unverified
10multi-task smallKILT-AC0Unverified
#ModelMetricClaimedVerifiedStatus
1GENREKILT-AC87.44Unverified
2BLINKKILT-AC80.24Unverified
3RAGKILT-AC48.07Unverified
4T5-baseKILT-AC47.13Unverified
5multitaskKILT-AC46.68Unverified
6BARTKILT-AC45.91Unverified
7BART + DPRKILT-AC45.2Unverified
8multi-task smallKILT-AC0Unverified
9chriskueiKILT-AC0Unverified
10Multi-task DPRKILT-AC0Unverified
#ModelMetricClaimedVerifiedStatus
1FusionEDMicro-F1 strong56.8Unverified
2ReLiK-LargeMicro-F156.3Unverified
3ReLiK-BaseMicro-F155.6Unverified
4De Cao et al. (2021a)Micro-F154.1Unverified
5ReFinEDMicro-F150.7Unverified
6van Hulst et al. (2020)Micro-F141.1Unverified
7Kolitsas et al. (2018)Micro-F134.1Unverified
#ModelMetricClaimedVerifiedStatus
1Kannan Ravi et al. (2021)Micro-F183.4Unverified
2ReLiK-LargeMicro-F175Unverified
3De Cao et al. (2021a)Micro-F173.7Unverified
4FusionEDMicro-F1 strong73.6Unverified
5Kolitsas et al. (2018)Micro-F172.4Unverified
6van Hulst et al. (2020)Micro-F172.4Unverified
7ReLiK-BaseMicro-F172.3Unverified
#ModelMetricClaimedVerifiedStatus
1RORE (GeoLayoutLM)F187.42Unverified
2GeoLayoutLMF186.18Unverified
3RORE (GeoLayoutLM)F184.34Unverified
4GeoLayoutLMF183.62Unverified
5RORE (LayoutLMv3-large)F179.33Unverified
6RORE (LayoutLMv3-base)F173.64Unverified
#ModelMetricClaimedVerifiedStatus
1ReFinEDMicro-F158.1Unverified
2E2EMicro-F154.6Unverified
3FusionEDMicro-F1 strong53.1Unverified
4ReLiK-LargeMicro-F151.7Unverified
5ReLiK-BaseMicro-F148.1Unverified
#ModelMetricClaimedVerifiedStatus
1E2EMicro-F166.9Unverified
2ReLiK-LargeMicro-F165.1Unverified
3ReFinEDMicro-F165Unverified
4ReLiK-BaseMicro-F162.5Unverified
5FusionEDMicro-F1 strong62.3Unverified
#ModelMetricClaimedVerifiedStatus
1ReFinEDMicro-F159.5Unverified
2E2EMicro-F158.4Unverified
3ReLiK-LargeMicro-F157.2Unverified
4FusionEDMicro-F1 strong56.6Unverified
5ReLiK-BaseMicro-F152.3Unverified
#ModelMetricClaimedVerifiedStatus
1ReLiK-LargeMicro-F172.8Unverified
2ReLiK-BaseMicro-F168Unverified
3ReFinEDMicro-F165.9Unverified
4FusionEDMicro-F1 strong65.1Unverified
#ModelMetricClaimedVerifiedStatus
1RELIC + CoNLL-Aida tuningAccuracy94.9Unverified
2Raiman & Raiman 2018Accuracy94.9Unverified
3Radhakrishnan et al. 2018Accuracy93Unverified
#ModelMetricClaimedVerifiedStatus
1ArboELAccuracy75.73Unverified
2ArboEL-dualAccuracy72.19Unverified
3BioBARTAccuracy71.78Unverified
#ModelMetricClaimedVerifiedStatus
1ReLiK-LargeMicro-F143Unverified
2FusionEDMicro-F1 strong41.6Unverified
3ReLiK-BaseMicro-F141.6Unverified
#ModelMetricClaimedVerifiedStatus
1Raiman & Raiman 2018Accuracy90.9Unverified
2RELIC + CoNLL-Aida tuningAccuracy89.8Unverified
3Radhakrishnan et al. 2018Accuracy89.6Unverified
#ModelMetricClaimedVerifiedStatus
1SpEL-large (2023)Micro-F1 strong77.5Unverified
2SpEL-base (2023)Micro-F1 strong73.7Unverified
#ModelMetricClaimedVerifiedStatus
1Sieve-based+SapBERTF1-score (strict)0.83Unverified
2Sieve-basedF1-score (strict)0.81Unverified
#ModelMetricClaimedVerifiedStatus
1SINGU_GROUPF170.51Unverified
2SERAF165.96Unverified
#ModelMetricClaimedVerifiedStatus
1SemEHR+WS (rules+BlueBERT) with tuning number of training dataF10.71Unverified
2SemEHR+WS (rules+BlueBERT)F10.7Unverified
#ModelMetricClaimedVerifiedStatus
1SemEHR+WS (rules+BlueBERT) with tuning number of training dataF10.86Unverified
2SemEHR+WS (rules+BlueBERT)F10.86Unverified
#ModelMetricClaimedVerifiedStatus
1ReFinEDF189.1Unverified
2VCGF10.73Unverified
#ModelMetricClaimedVerifiedStatus
1transformersTask 1 Accuracy: all77.8Unverified
2CTLRTask 1 Accuracy: all76.8Unverified
#ModelMetricClaimedVerifiedStatus
1ArboELUnnormalized Accuracy62.53Unverified
2ArboEL-dualUnnormalized Accuracy51.09Unverified
#ModelMetricClaimedVerifiedStatus
1ERNIEAccuracy57.19Unverified
#ModelMetricClaimedVerifiedStatus
1baselineF126.4Unverified
#ModelMetricClaimedVerifiedStatus
1SemEHR+WS (rules+BlueBERT) with tuning number of training dataF10.91Unverified
#ModelMetricClaimedVerifiedStatus
1ReLiK-LargeMicro-F185.1Unverified