SOTAVerified

Entity Linking

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

Papers

Showing 501550 of 735 papers

TitleStatusHype
Transforming Wikipedia into a Large-Scale Fine-Grained Entity Type Corpus0
WISER: A Semantic Approach for Expert Finding in Academia based on Entity Linking0
Neural Cross-Lingual Coreference Resolution and its Application to Entity Linking0
Neural Cross-Lingual Entity Linking0
Neural Entity Linking: A Survey of Models Based on Deep Learning0
Neural Entity Linking on Technical Service Tickets0
Neural Joint Learning for Classifying Wikipedia Articles into Fine-grained Named Entity Types0
Neural Networks Models for Entity Discovery and Linking0
Trust, but Verify! Better Entity Linking through Automatic Verification0
NextGen AML: Distributed Deep Learning based Language Technologies to Augment Anti Money Laundering Investigation0
Tweeki: Linking Named Entities on Twitter to a Knowledge Graph0
NLP for Precision Medicine0
WN-Salience: A Corpus of News Articles with Entity Salience Annotations0
Noise Robust Named Entity Understanding for Voice Assistants0
No Noun Phrase Left Behind: Detecting and Typing Unlinkable Entities0
NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction0
NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction0
NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction0
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models0
Word Sense Disambiguation with Transformer Models0
One for All: Towards Language Independent Named Entity Linking0
A Pipeline Japanese Entity Linking System with Embedding Features0
An Unsupervised Language-Independent Entity Disambiguation Method and its Evaluation on the English and Persian Languages0
Twitter Geolocation using Knowledge-Based Methods0
On the Role of Seed Lexicons in Learning Bilingual Word Embeddings0
On the Temporality of Priors in Entity Linking0
Annotating the MASC Corpus with BabelNet0
A Neural Entity Coreference Resolution Review0
Twitter Named Entity Extraction and Linking Using Differential Evolution0
Type-Aware Distantly Supervised Relation Extraction with Linked Arguments0
WTF-LOD - A New Resource for Large-Scale NER Evaluation0
xLiD-Lexica: Cross-lingual Linked Data Lexica0
OSLAT: Open Set Label Attention Transformer for Medical Entity Retrieval and Span Extraction0
OVEL: Large Language Model as Memory Manager for Online Video Entity Linking0
Pangloss: Fast Entity Linking in Noisy Text Environments0
Parallel Neurosymbolic Integration with Concordia0
Addressing Hallucinations in Language Models with Knowledge Graph Embeddings as an Additional Modality0
Understanding Scanned Receipts0
ParsEL 1.0: Unsupervised Entity Linking in Persian Social Media Texts0
Pattern-revising Enhanced Simple Question Answering over Knowledge Bases0
PDD Graph: Bridging Electronic Medical Records and Biomedical Knowledge Graphs via Entity Linking0
PEL-BERT: A Joint Model for Protocol Entity Linking0
Permutation Invariant Strategy Using Transformer Encoders for Table Understanding0
An Entity-Topic Model for Entity Linking0
An Entity-based Claim Extraction Pipeline for Real-world Biomedical Fact-checking0
Plato: A Selective Context Model for Entity Resolution0
UNIBA: Combining Distributional Semantic Models and Sense Distribution for Multilingual All-Words Sense Disambiguation and Entity Linking0
Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings0
Population of a Knowledge Base for News Metadata from Unstructured Text and Web Data0
XREF: Entity Linking for Chinese News Comments with Supplementary Article Reference0
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 smallKILT-AC0Unverified
10Multi-task DPRKILT-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 smallKILT-AC0Unverified
9chriskueiKILT-AC0Unverified
10Multi-task DPRKILT-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
8chriskueiKILT-AC0Unverified
9Multi-task DPRKILT-AC0Unverified
10multi-task smallKILT-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
5van Hulst et al. (2020)Micro-F172.4Unverified
6Kolitsas et al. (2018)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