SOTAVerified

Entity Linking

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

Papers

Showing 151–200 of 735 papers

TitleStatusHype
Learning Dynamic Context Augmentation for Global Entity LinkingCode0
Biomedical Entity Linking for Dutch: Fine-tuning a Self-alignment BERT Model on an Automatically Generated Wikipedia CorpusCode0
Biomedical Entity Linking as Multiple Choice Question AnsweringCode0
KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained RelationshipsCode0
Joint Coreference Resolution and Character Linking for Multiparty ConversationCode0
Interactive Instance-based Evaluation of Knowledge Base Question AnsweringCode0
Joint Multilingual Supervision for Cross-lingual Entity LinkingCode0
Knowledge Enhanced Contextual Word RepresentationsCode0
Learning Entity Linking Features for Emerging EntitiesCode0
Design Challenges in Low-resource Cross-lingual Entity LinkingCode0
DESCGEN: A Distantly Supervised Datasetfor Generating Entity DescriptionsCode0
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological TagsCode0
DeepType: Multilingual Entity Linking by Neural Type System EvolutionCode0
Deep Learning for Entity Matching: A Design Space ExplorationCode0
Improving Fine-grained Entity Typing with Entity LinkingCode0
An ensemble CNN method for biomedical entity normalizationCode0
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERTCode0
Improving Biomedical Entity Linking with Retrieval-enhanced LearningCode0
DBLPLink: An Entity Linker for the DBLP Scholarly Knowledge GraphCode0
DESCGEN: A Distantly Supervised Dataset for Generating Abstractive Entity DescriptionsCode0
How can voting mechanisms improve the robustness and generalizability of toponym disambiguation?Code0
Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity LinkingCode0
BENGAL: An Automatic Benchmark Generator for Entity Recognition and LinkingCode0
Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type InformationCode0
INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Large Language Models and Ensemble LearningCode0
Instructed Language Models with Retrievers Are Powerful Entity LinkersCode0
DAC: Decomposed Automation Correction for Text-to-SQLCode0
Hybrid X-Linker: Automated Data Generation and Extreme Multi-label Ranking for Biomedical Entity LinkingCode0
In Media Res: A Corpus for Evaluating Named Entity Linking with Creative WorksCode0
KCAT: A Knowledge-Constraint Typing Annotation ToolCode0
An Empirical Study of Chinese Name Matching and ApplicationsCode0
Disease Normalization with Graph EmbeddingsCode0
Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-TuningCode0
Benchmarking Scalable Methods for Streaming Cross Document Entity CoreferenceCode0
A Neural Layered Model for Nested Named Entity RecognitionCode0
KnowledgeNet: A Benchmark Dataset for Knowledge Base PopulationCode0
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity LinkingCode0
Find the Funding: Entity Linking with Incomplete Funding Knowledge BasesCode0
Biomedical Language Models are Robust to Sub-optimal TokenizationCode0
LayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingCode0
Fine-Grained Entity Typing for Domain Independent Entity LinkingCode0
FarFetched: Entity-centric Reasoning and Claim Validation for the Greek Language based on Textually Represented EnvironmentsCode0
Framing Named Entity Linking Error TypesCode0
Bio-YODIE: A Named Entity Linking System for Biomedical TextCode0
DWE+: Dual-Way Matching Enhanced Framework for Multimodal Entity LinkingCode0
GraphWOZ: Dialogue Management with Conversational Knowledge GraphsCode0
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAGCode0
Boosting Entity Linking Performance by Leveraging Unlabeled DocumentsCode0
EARL: Joint Entity and Relation Linking for Question Answering over Knowledge GraphsCode0
Event Linking: Grounding Event Mentions to WikipediaCode0
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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