SOTAVerified

Entity Linking

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

Papers

Showing 351400 of 735 papers

TitleStatusHype
Leveraging World Knowledge in Implicit Hate Speech Detection0
Limited memory incremental coreference resolution0
LIMSI: Translations as Source of Indirect Supervision for Multilingual All-Words Sense Disambiguation and Entity Linking0
Linguistic Resources for Entity Linking Evaluation: from Monolingual to Cross-lingual0
Linking Entities Across Images and Text0
Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas0
Linking Graph Entities with Multiplicity and Provenance0
Linking Named Entities to Any Database0
List-only Entity Linking0
LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition0
LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition0
LOKE: Linked Open Knowledge Extraction for Automated Knowledge Graph Construction0
Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding0
M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking0
BuDDIE: A Business Document Dataset for Multi-task Information Extraction0
Matching Cultural Heritage items to Wikipedia0
Building a Corpus for Japanese Wikification with Fine-Grained Entity Classes0
MedCT: A Clinical Terminology Graph for Generative AI Applications in Healthcare0
Building a Multimodal Entity Linking Dataset From Tweets0
Medical Entity Disambiguation Using Graph Neural Networks0
Medical Entity Linking using Triplet Network0
Building an Icelandic Entity Linking Corpus0
C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking0
Knowledge Graph Construction in Power Distribution Networks0
Microblog Entity Linking by Leveraging Extra Posts0
Microblog Topic Identification using Linked Open Data0
Calculating Question Similarity is Enough: A New Method for KBQA Tasks0
Aligning Entity Names with Online Aliases on Twitter0
Modification d’une modèle de liage d’entités nommées end-to-end par l’ajout d’embeddings contextuels (Modifying an end-to-end named entity linking model by adding contextual embeddings )0
MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network0
More than Word Cooccurrence: Exploring Support and Opposition in International Climate Negotiations with Semantic Parsing0
Multilevel Hypernode Graphs for Effective and Efficient Entity Linking0
CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data0
Multilingual Autoregressive Entity Linking0
Multi-lingual Entity Discovery and Linking0
Multilinguality at Your Fingertips : BabelNet, Babelfy and Beyond !0
Multilingual Named Entity Recognition on Spanish-English Code-switched Tweets using Support Vector Machines0
Multilingual Word Sense Disambiguation and Entity Linking0
Multimodal Analytics for Real-world News using Measures of Cross-modal Entity Consistency0
Multi-modal Information Extraction from Text, Semi-structured, and Tabular Data on the Web0
Multi-Objective Optimization for the Joint Disambiguation of Nouns and Named Entities0
Multi-source named entity typing for social media0
Musical Heritage Historical Entity Linking0
Mutual Disambiguation for Entity Linking0
Name-aware Machine Translation0
Named Entity Disambiguation for little known referents: a topic-based approach0
Named Entity Linking in #Tweets with KEA0
Named Entity Linking with Entity Representation by Multiple Embeddings0
Named-Entity Linking Using Deep Learning For Legal Documents: A Transfer Learning Approach0
CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data0
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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