SOTAVerified

Entity Linking

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

Papers

Showing 651–700 of 735 papers

TitleStatusHype
Distant Supervision for Entity Linking—0
Distilling Closed-Source LLM's Knowledge for Locally Stable and Economic Biomedical Entity Linking—0
Distributional Semantics for Resolving Bridging Mentions—0
DKPro WSD: A Generalized UIMA-based Framework for Word Sense Disambiguation—0
Combining rule-based and embedding-based approaches to normalize textual entities with an ontology—0
Docforia: A Multilayer Document Model—0
DocTr: Document Transformer for Structured Information Extraction in Documents—0
Domain Adaptation for Disease Phrase Matching with Adversarial Networks—0
DP-KB: Data Programming with Knowledge Bases Improves Transformer Fine Tuning for Answer Sentence Selection—0
Simple Question Answering by Attentive Convolutional Neural Network—0
Dual-FOFE-net Neural Models for Entity Linking with PageRank—0
Simultaneously Linking Entities and Extracting Relations from Biomedical Text Without Mention-level Supervision—0
Combining Open Source Annotators for Entity Linking through Weighted Voting—0
SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification—0
Dynamic Knowledge-Base Alignment for Coreference Resolution—0
Slav-NER: the 3rd Cross-lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages—0
Early Fusion Strategy for Entity-Relationship Retrieval—0
Early Stage Sparse Retrieval with Entity Linking—0
EBL-Hope: Multilingual Word Sense Disambiguation Using a Hybrid Knowledge-Based Technique—0
Combining neural and knowledge-based approaches to Named Entity Recognition in Polish—0
Combining Mention Context and Hyperlinks from Wikipedia for Named Entity Disambiguation—0
Effective Crowdsourcing of Multiple Tasks for Comprehensive Knowledge Extraction—0
SLHCat: Mapping Wikipedia Categories and Lists to DBpedia by Leveraging Semantic, Lexical, and Hierarchical Features—0
A Cross-Lingual Dictionary for English Wikipedia Concepts—0
Efficient Biomedical Entity Linking: Clinical Text Standardization with Low-Resource Techniques—0
Efficient Collective Entity Linking with Stacking—0
SlugNERDS: A Named Entity Recognition Tool for Open Domain Dialogue Systems—0
CM3: A Causal Masked Multimodal Model of the Internet—0
EL92: Entity Linking Combining Open Source Annotators via Weighted Voting—0
ELCO3: Entity Linking with Corpus Coherence Combining Open Source Annotators—0
S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking—0
Clustering-based Inference for Biomedical Entity Linking—0
ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System—0
ELMD: An Automatically Generated Entity Linking Gold Standard Dataset in the Music Domain—0
Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge—0
Empirical Evaluation of Pretraining Strategies for Supervised Entity Linking—0
End-to-end Biomedical Entity Linking with Span-based Dictionary Matching—0
End-to-End Entity Linking and Disambiguation leveraging Word and Knowledge Graph Embeddings—0
End-to-End Hierarchical Relation Extraction for Generic Form Understanding—0
A Lazy Learning Model for Entity Linking using Query-Specific Information—0
ClinLinker: Medical Entity Linking of Clinical Concept Mentions in Spanish—0
Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation—0
Enhancing Named Entity Recognition in Twitter Messages Using Entity Linking—0
Enriching a Fashion Knowledge Graph from Product Textual Descriptions—0
A Knowledge Graph Based Solution for Entity Discovery and Linking in Open-Domain Questions—0
Entities as topic labels: Improving topic interpretability and evaluability combining Entity Linking and Labeled LDA—0
A Joint Named Entity Recognition and Entity Linking System—0
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation—0
A Context-Aware Approach to Entity Linking—0
Entity Disambiguation via Fusion Entity Decoding—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SpEL-large (2023)Micro-F1 strong88.6—Unverified
2SpEL-base (2023)Micro-F1 strong88.1—Unverified
3FusionEDMicro-F1 strong86.5—Unverified
4ReLiK-LargeMicro-F1 strong86.4—Unverified
5Zhang et al. (2021)Micro-F1 strong85.8—Unverified
6De Cao et al. (2021b)Micro-F1 strong85.5—Unverified
7ReLiK-BaseMicro-F1 strong85.3—Unverified
8ReFinEDMicro-F1 strong84—Unverified
9De Cao et al. (2021a)Micro-F1 strong83.7—Unverified
10Kannan Ravi et al. (2021)Micro-F1 strong83.1—Unverified
#ModelMetricClaimedVerifiedStatus
1GENREKILT-AC89.85—Unverified
2BLINKKILT-AC81.54—Unverified
3BARTKILT-AC77.55—Unverified
4BART + DPRKILT-AC75.49—Unverified
5T5-baseKILT-AC74.05—Unverified
6RAGKILT-AC72.62—Unverified
7multitaskKILT-AC66.75—Unverified
8Multitask DPR + BARTKILT-AC24.67—Unverified
9Multi-task DPRKILT-AC0—Unverified
10multi-task smallKILT-AC0—Unverified
#ModelMetricClaimedVerifiedStatus
1GENREKILT-AC71.22—Unverified
2BLINKKILT-AC68.77—Unverified
3T5-baseKILT-AC49.29—Unverified
4BARTKILT-AC49.16—Unverified
5RAGKILT-AC47.61—Unverified
6multitaskKILT-AC47.45—Unverified
7BART + DPRKILT-AC46.87—Unverified
8Multi-task DPRKILT-AC0—Unverified
9chriskueiKILT-AC0—Unverified
10multi-task smallKILT-AC0—Unverified
#ModelMetricClaimedVerifiedStatus
1GENREKILT-AC87.44—Unverified
2BLINKKILT-AC80.24—Unverified
3RAGKILT-AC48.07—Unverified
4T5-baseKILT-AC47.13—Unverified
5multitaskKILT-AC46.68—Unverified
6BARTKILT-AC45.91—Unverified
7BART + DPRKILT-AC45.2—Unverified
8multi-task smallKILT-AC0—Unverified
9chriskueiKILT-AC0—Unverified
10Multi-task DPRKILT-AC0—Unverified
#ModelMetricClaimedVerifiedStatus
1FusionEDMicro-F1 strong56.8—Unverified
2ReLiK-LargeMicro-F156.3—Unverified
3ReLiK-BaseMicro-F155.6—Unverified
4De Cao et al. (2021a)Micro-F154.1—Unverified
5ReFinEDMicro-F150.7—Unverified
6van Hulst et al. (2020)Micro-F141.1—Unverified
7Kolitsas et al. (2018)Micro-F134.1—Unverified
#ModelMetricClaimedVerifiedStatus
1Kannan Ravi et al. (2021)Micro-F183.4—Unverified
2ReLiK-LargeMicro-F175—Unverified
3De Cao et al. (2021a)Micro-F173.7—Unverified
4FusionEDMicro-F1 strong73.6—Unverified
5Kolitsas et al. (2018)Micro-F172.4—Unverified
6van Hulst et al. (2020)Micro-F172.4—Unverified
7ReLiK-BaseMicro-F172.3—Unverified
#ModelMetricClaimedVerifiedStatus
1RORE (GeoLayoutLM)F187.42—Unverified
2GeoLayoutLMF186.18—Unverified
3RORE (GeoLayoutLM)F184.34—Unverified
4GeoLayoutLMF183.62—Unverified
5RORE (LayoutLMv3-large)F179.33—Unverified
6RORE (LayoutLMv3-base)F173.64—Unverified
#ModelMetricClaimedVerifiedStatus
1ReFinEDMicro-F158.1—Unverified
2E2EMicro-F154.6—Unverified
3FusionEDMicro-F1 strong53.1—Unverified
4ReLiK-LargeMicro-F151.7—Unverified
5ReLiK-BaseMicro-F148.1—Unverified
#ModelMetricClaimedVerifiedStatus
1E2EMicro-F166.9—Unverified
2ReLiK-LargeMicro-F165.1—Unverified
3ReFinEDMicro-F165—Unverified
4ReLiK-BaseMicro-F162.5—Unverified
5FusionEDMicro-F1 strong62.3—Unverified
#ModelMetricClaimedVerifiedStatus
1ReFinEDMicro-F159.5—Unverified
2E2EMicro-F158.4—Unverified
3ReLiK-LargeMicro-F157.2—Unverified
4FusionEDMicro-F1 strong56.6—Unverified
5ReLiK-BaseMicro-F152.3—Unverified
#ModelMetricClaimedVerifiedStatus
1ReLiK-LargeMicro-F172.8—Unverified
2ReLiK-BaseMicro-F168—Unverified
3ReFinEDMicro-F165.9—Unverified
4FusionEDMicro-F1 strong65.1—Unverified
#ModelMetricClaimedVerifiedStatus
1RELIC + CoNLL-Aida tuningAccuracy94.9—Unverified
2Raiman & Raiman 2018Accuracy94.9—Unverified
3Radhakrishnan et al. 2018Accuracy93—Unverified
#ModelMetricClaimedVerifiedStatus
1ArboELAccuracy75.73—Unverified
2ArboEL-dualAccuracy72.19—Unverified
3BioBARTAccuracy71.78—Unverified
#ModelMetricClaimedVerifiedStatus
1ReLiK-LargeMicro-F143—Unverified
2FusionEDMicro-F1 strong41.6—Unverified
3ReLiK-BaseMicro-F141.6—Unverified
#ModelMetricClaimedVerifiedStatus
1Raiman & Raiman 2018Accuracy90.9—Unverified
2RELIC + CoNLL-Aida tuningAccuracy89.8—Unverified
3Radhakrishnan et al. 2018Accuracy89.6—Unverified
#ModelMetricClaimedVerifiedStatus
1SpEL-large (2023)Micro-F1 strong77.5—Unverified
2SpEL-base (2023)Micro-F1 strong73.7—Unverified
#ModelMetricClaimedVerifiedStatus
1Sieve-based+SapBERTF1-score (strict)0.83—Unverified
2Sieve-basedF1-score (strict)0.81—Unverified
#ModelMetricClaimedVerifiedStatus
1SINGU_GROUPF170.51—Unverified
2SERAF165.96—Unverified
#ModelMetricClaimedVerifiedStatus
1SemEHR+WS (rules+BlueBERT) with tuning number of training dataF10.71—Unverified
2SemEHR+WS (rules+BlueBERT)F10.7—Unverified
#ModelMetricClaimedVerifiedStatus
1SemEHR+WS (rules+BlueBERT) with tuning number of training dataF10.86—Unverified
2SemEHR+WS (rules+BlueBERT)F10.86—Unverified
#ModelMetricClaimedVerifiedStatus
1ReFinEDF189.1—Unverified
2VCGF10.73—Unverified
#ModelMetricClaimedVerifiedStatus
1transformersTask 1 Accuracy: all77.8—Unverified
2CTLRTask 1 Accuracy: all76.8—Unverified
#ModelMetricClaimedVerifiedStatus
1ArboELUnnormalized Accuracy62.53—Unverified
2ArboEL-dualUnnormalized Accuracy51.09—Unverified
#ModelMetricClaimedVerifiedStatus
1ERNIEAccuracy57.19—Unverified
#ModelMetricClaimedVerifiedStatus
1baselineF126.4—Unverified
#ModelMetricClaimedVerifiedStatus
1SemEHR+WS (rules+BlueBERT) with tuning number of training dataF10.91—Unverified
#ModelMetricClaimedVerifiedStatus
1ReLiK-LargeMicro-F185.1—Unverified