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
BuDDIE: A Business Document Dataset for Multi-task Information Extraction0
Entity Disambiguation via Fusion Entity Decoding0
Argument-Aware Approach To Event Linking0
Towards Knowledge-Grounded Natural Language Understanding and Generation0
Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition0
Wiki-TabNER: Integrating Named Entity Recognition into Wikipedia TablesCode0
OVEL: Large Language Model as Memory Manager for Online Video Entity Linking0
Biomedical Entity Linking as Multiple Choice Question AnsweringCode0
ChatEL: Entity Linking with ChatbotsCode0
EntGPT: Linking Generative Large Language Models with Knowledge BasesCode0
SPARQL Generation with Entity Pre-trained GPT for KG Question AnsweringCode0
Entity Linking in the Job Market DomainCode0
Taec: a Manually annotated text dataset for trait and phenotype extraction and entity linking in wheat breeding literature0
ConcEPT: Concept-Enhanced Pre-Training for Language Models0
BELHD: Improving Biomedical Entity Linking with Homonoym Disambiguation0
A Dual-way Enhanced Framework from Text Matching Point of View for Multimodal Entity LinkingCode0
Improving Biomedical Entity Linking with Retrieval-enhanced LearningCode0
An Evaluation Framework for Mapping News Headlines to Event Classes in a Knowledge GraphCode0
LOKE: Linked Open Knowledge Extraction for Automated Knowledge Graph Construction0
Knowledge Graph Construction in Power Distribution Networks0
Instructed Language Models with Retrievers Are Powerful Entity LinkersCode0
Integrating curation into scientific publishing to train AI modelsCode0
A Read-and-Select Framework for Zero-shot Entity LinkingCode0
Revisiting Sparse Retrieval for Few-shot Entity LinkingCode0
PSYCHIC: A Neuro-Symbolic Framework for Knowledge Graph Question-Answering GroundingCode0
A New Approach Towards AutoformalizationCode0
DRIN: Dynamic Relation Interactive Network for Multimodal Entity LinkingCode0
SLHCat: Mapping Wikipedia Categories and Lists to DBpedia by Leveraging Semantic, Lexical, and Hierarchical Features0
DBLPLink: An Entity Linker for the DBLP Scholarly Knowledge GraphCode0
Biomedical Entity Linking with Triple-aware Pre-Training0
BELB: a Biomedical Entity Linking BenchmarkCode0
Improving Few-shot and Zero-shot Entity Linking with Coarse-to-Fine Lexicon-based Retriever0
Boosting Adverse Drug Event Normalization on Social Media: General-Purpose Model Initialization and Biomedical Semantic Text Similarity Benefit Zero-Shot Linking in Informal Contexts0
DocTr: Document Transformer for Structured Information Extraction in Documents0
Parmesan: mathematical concept extraction for educationCode0
Biomedical Language Models are Robust to Sub-optimal TokenizationCode0
A Decade of Scholarly Research on Open Knowledge GraphsCode0
Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity LinkingCode0
DaMuEL: A Large Multilingual Dataset for Entity Linking0
A Practical Entity Linking System for Tables in Scientific Literature0
ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images0
Parallel Neurosymbolic Integration with Concordia0
MemeGraphs: Linking Memes to Knowledge GraphsCode0
Benchmarking Diverse-Modal Entity Linking with Generative Models0
Learn to Not Link: Exploring NIL Prediction in Entity LinkingCode0
AMELI: Enhancing Multimodal Entity Linking with Fine-Grained Attributes0
Iteratively Improving Biomedical Entity Linking and Event Extraction via Hard Expectation-Maximization0
Evaluating end-to-end entity linking on domain-specific knowledge bases: Learning about ancient technologies from museum collections0
WebIE: Faithful and Robust Information Extraction on the Web0
Direct Fact Retrieval from Knowledge Graphs without Entity Linking0
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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