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
TASTY: Interactive Entity Linking As-You-Type0
Improving Knowledge Base Construction from Robust Infobox Extraction0
Improving Named Entity Linking Corpora Quality0
TeamUFAL: WSD+EL as Document Retrieval0
A Concrete Chinese NLP Pipeline0
Improving Zero-Shot Entity Retrieval through Effective Dense Representations0
Improving Zero-Shot Multi-Lingual Entity Linking0
Biomedical Entity Linking with Triple-aware Pre-Training0
Increasing Entity Linking upper bound through a more effective Candidate Generation System0
Bi-Link: Bridging Inductive Link Predictions from Text via Contrastive Learning of Transformers and Prompts0
Information Retrieval with Entity Linking0
Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations0
A Hybrid Approach to Domain-Specific Entity Linking0
A High-Quality Gold Standard for Citation-based Tasks0
The Fellowship of the Authors: Disambiguating Names from Social Network Context0
Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification0
Integrating Knowledge-Supported Search into the INCEpTION Annotation Platform0
The First Cross-Lingual Challenge on Recognition, Normalization, and Matching of Named Entities in Slavic Languages0
Better Together -- An Ensemble Learner for Combining the Results of Ready-made Entity Linking Systems0
ISA-bEL: Intelligent Search Algorithm based on Entity Linking0
Iteratively Improving Biomedical Entity Linking and Event Extraction via Hard Expectation-Maximization0
JEL: Applying End-to-End Neural Entity Linking in JPMorgan Chase0
JeuxDeLiens: Word Embeddings and Path-Based Similarity for Entity Linking using the French JeuxDeMots Lexical Semantic Network0
What is Missing in Existing Multi-hop Datasets? Toward Deeper Multi-hop Reasoning Task0
Joint Coreference Resolution and Named-Entity Linking with Multi-Pass Sieves0
Joint Embedding in Named Entity Linking on Sentence Level0
Joint Entity Linking with Deep Reinforcement Learning0
Joint Entity Recognition and Disambiguation0
Joint Inference for Knowledge Base Population0
Joint Intent Detection and Entity Linking on Spatial Domain Queries0
Joint Learning of Entity Linking Constraints Using a Markov-Logic Network0
Joint Learning of Local and Global Features for Entity Linking via Neural Networks0
Joint Learning of Named Entity Recognition and Entity Linking0
The KnowledgeStore: an Entity-Based Storage System0
Joint Mention Extraction and Classification with Mention Hypergraphs0
The overview of the NLM-Chem BioCreative VII track: full-text chemical identification and indexing in PubMed articles0
Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision0
The Second Cross-Lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages0
What more can Entity Linking do for Question Answering?0
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness0
Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines0
KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph0
BENNERD: A Neural Named Entity Linking System for COVID-190
KIQA: Knowledge-Infused Question Answering Model for Financial Table-Text Data0
The STEM-ECR Dataset: Grounding Scientific Entity References in STEM Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources0
Knowledge Base Population for Organization Mentions in Email0
The Unreasonable Effectiveness of Word Representations for Twitter Named Entity Recognition0
Knowledge-Enhanced Relation Extraction Dataset0
Knowledge Graph Papers @ ICLR 20210
When Shallow is Good Enough: Automatic Assessment of Conceptual Text Complexity using Shallow Semantic Features0
Show:102550
← PrevPage 8 of 15Next →

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