SOTAVerified

Entity Linking

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

Papers

Showing 251–300 of 735 papers

TitleStatusHype
A Tidy Data Model for Natural Language Processing using cleanNLPCode0
INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Large Language Models and Ensemble LearningCode0
LayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingCode0
Evaluating Pretrained Transformer Models for Entity Linking inTask-Oriented DialogCode0
Evaluating Pretrained Transformer Models for Entity Linking in Task-Oriented DialogCode0
A Unified Approach to Entity-Centric Context Tracking in Social ConversationsCode0
Hybrid X-Linker: Automated Data Generation and Extreme Multi-label Ranking for Biomedical Entity LinkingCode0
ERNIE: Enhanced Language Representation with Informative EntitiesCode0
Audiopedia: Audio QA with KnowledgeCode0
Improving Biomedical Entity Linking with Retrieval-enhanced LearningCode0
Entity Tagging: Extracting Entities in Text Without Mention SupervisionCode0
GraphWOZ: Dialogue Management with Conversational Knowledge GraphsCode0
Attributed and Predictive Entity Embedding for Fine-Grained Entity Typing in Knowledge BasesCode0
Entity Linking within a Social Media Platform: A Case Study on YelpCode0
Entity Linking with a Paraphrase FlavorCode0
How can voting mechanisms improve the robustness and generalizability of toponym disambiguation?Code0
Framing Named Entity Linking Error TypesCode0
Learning Distributed Representations of Texts and Entities from Knowledge BaseCode0
Neural Collective Entity LinkingCode0
Entity Linking via Explicit Mention-Mention Coreference Modeling—0
CM3: A Causal Masked Multimodal Model of the Internet—0
Entity Linking via Dual and Cross-Attention Encoders—0
Entity Linking using LLMs for Automated Product Carbon Footprint Estimation—0
Clustering-based Inference for Biomedical Entity Linking—0
Entity Linking on Microblogs with Spatial and Temporal Signals—0
ClinLinker: Medical Entity Linking of Clinical Concept Mentions in Spanish—0
Entity Linking meets Word Sense Disambiguation: a Unified Approach—0
Entity Linking Meets Deep Learning: Techniques and Solutions—0
Clinical Concept Linking with Contextualized Neural Representations—0
A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly?—0
AMELI: Enhancing Multimodal Entity Linking with Fine-Grained Attributes—0
Entity Linking Korean Text: An Unsupervised Learning Approach using Semantic Relations—0
CLIMATELI: Evaluating Entity Linking on Climate Change Data—0
Entity Linking in Tabular Data Needs the Right Attention—0
CLEEK: A Chinese Long-text Corpus for Entity Linking—0
A Study on Entity Linking Across Domains”:" Which Data is Best for Fine-Tuning?—0
Entity Linking for Tweets—0
Entity Linking for Spoken Language—0
A Sequence Learning Method for Domain-Specific Entity Linking—0
Alleviating Poor Context with Background Knowledge for Named Entity Disambiguation—0
A Framework for the Needs of Different Types of Users in Multilingual Semantic Enrichment—0
Entity Linking for Queries by Searching Wikipedia Sentences—0
Entity Linking at Web Scale—0
Chinese Personal Name Disambiguation Based on Vector Space Model—0
Entity Hierarchy Embedding—0
Chinese Name Disambiguation Based on Adaptive Clustering with the Attribute Features—0
Argument-Aware Approach To Event Linking—0
Entity Disambiguation via Fusion Entity Decoding—0
Chemical Identification and Indexing in PubMed Articles via BERT and Text-to-Text Approaches—0
A Regional News Corpora for Contextualized Entity Discovery and Linking—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