SOTAVerified

Entity Linking

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

Papers

Showing 151200 of 735 papers

TitleStatusHype
An Evaluation Framework for Mapping News Headlines to Event Classes in a Knowledge GraphCode0
Knowledge Enhanced Contextual Word RepresentationsCode0
A Neural Layered Model for Nested Named Entity RecognitionCode0
Distant Learning for Entity Linking with Automatic Noise DetectionCode0
A Korean Knowledge Extraction System for Enriching a KBoxCode0
KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained RelationshipsCode0
Joint Multilingual Supervision for Cross-lingual Entity LinkingCode0
Joint Learning of the Embedding of Words and Entities for Named Entity DisambiguationCode0
Joint Speech Translation and Named Entity RecognitionCode0
Interactive Instance-based Evaluation of Knowledge Base Question AnsweringCode0
In Media Res: A Corpus for Evaluating Named Entity Linking with Creative WorksCode0
INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Large Language Models and Ensemble LearningCode0
KCAT: A Knowledge-Constraint Typing Annotation ToolCode0
LayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingCode0
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological TagsCode0
DESCGEN: A Distantly Supervised Datasetfor Generating Entity DescriptionsCode0
Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type InformationCode0
DESCGEN: A Distantly Supervised Dataset for Generating Abstractive Entity DescriptionsCode0
DeepType: Multilingual Entity Linking by Neural Type System EvolutionCode0
Deep Learning for Entity Matching: A Design Space ExplorationCode0
Hybrid X-Linker: Automated Data Generation and Extreme Multi-label Ranking for Biomedical Entity LinkingCode0
Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity LinkingCode0
Design Challenges in Low-resource Cross-lingual Entity LinkingCode0
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
How can voting mechanisms improve the robustness and generalizability of toponym disambiguation?Code0
Instructed Language Models with Retrievers Are Powerful Entity LinkersCode0
Biomedical Entity Linking as Multiple Choice Question AnsweringCode0
Joint Coreference Resolution and Character Linking for Multiparty ConversationCode0
Biomedical Entity Linking for Dutch: Fine-tuning a Self-alignment BERT Model on an Automatically Generated Wikipedia CorpusCode0
Disease Normalization with Graph EmbeddingsCode0
Improving Biomedical Entity Linking with Retrieval-enhanced LearningCode0
DBLPLink: An Entity Linker for the DBLP Scholarly Knowledge GraphCode0
DAMO-NLP at NLPCC-2022 Task 2: Knowledge Enhanced Robust NER for Speech Entity LinkingCode0
DAC: Decomposed Automation Correction for Text-to-SQLCode0
BENGAL: An Automatic Benchmark Generator for Entity Recognition and LinkingCode0
Learning Distributed Representations of Texts and Entities from Knowledge BaseCode0
Biomedical Language Models are Robust to Sub-optimal TokenizationCode0
KnowledgeNet: A Benchmark Dataset for Knowledge Base PopulationCode0
An Empirical Study of Chinese Name Matching and ApplicationsCode0
Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-TuningCode0
Benchmarking Scalable Methods for Streaming Cross Document Entity CoreferenceCode0
GeoLayoutLM: Geometric Pre-training for Visual Information ExtractionCode0
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity LinkingCode0
Find the Funding: Entity Linking with Incomplete Funding Knowledge BasesCode0
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAGCode0
Boosting Entity Linking Performance by Leveraging Unlabeled DocumentsCode0
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
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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