SOTAVerified

Entity Linking

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

Papers

Showing 251300 of 735 papers

TitleStatusHype
OpenEL: An Annotated Corpus for Entity Linking and Discourse in Open Domain DialogueCode0
Reconnaissance d’entités nommées sur des sorties OCR bruitées : des pistes pour la désambiguïsation morphologique automatique (Resolution of entity linking issues on noisy OCR output : automatic disambiguation tracks)0
Medical Crossing: a Cross-lingual Evaluation of Clinical Entity LinkingCode0
From ELTeC Text Collection Metadata and Named Entities to Linked-data (and Back)0
Bazinga! A Dataset for Multi-Party Dialogues Structuring0
Anchor Prediction: A Topic Modeling Approach0
Community Question Answering Entity Linking via Leveraging Auxiliary DataCode0
Named Entity Linking with Entity Representation by Multiple Embeddings0
ISA-bEL: Intelligent Search Algorithm based on Entity Linking0
BLINK with Elasticsearch for Efficient Entity Linking in Business Conversations0
A Study on Entity Linking Across Domains”:" Which Data is Best for Fine-Tuning?0
Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-TuningCode0
BanglaBioMed: A Biomedical Named-Entity Annotated Corpus for Bangla (Bengali)Code0
A Transformational Biencoder with In-Domain Negative Sampling for Zero-Shot Entity Linking0
KIQA: Knowledge-Infused Question Answering Model for Financial Table-Text Data0
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders0
LayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingCode0
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem0
CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data0
SU-NLP at SemEval-2022 Task 11: Complex Named Entity Recognition with Entity Linking0
DP-KB: Data Programming with Knowledge Bases Improves Transformer Fine Tuning for Answer Sentence Selection0
LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition0
A Unified Approach to Entity-Centric Context Tracking in Social ConversationsCode0
CM3: A Causal Masked Multimodal Model of the Internet0
Knowledge Graph Papers @ ICLR 20210
Entity Linking via Explicit Mention-Mention Coreference Modeling0
CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data0
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking0
Knowledge-Rich Self-Supervision for Biomedical Entity Linking0
Event Linking: Grounding Event Mentions to WikipediaCode0
Evaluating Pretrained Transformer Models for Entity Linking in Task-Oriented DialogCode0
Learning to Select the Next Reasonable Mention for Entity Linking0
Survey on English Entity Linking on WikidataCode0
Evaluating Pretrained Transformer Models for Entity Linking inTask-Oriented DialogCode0
Chemical Identification and Indexing in PubMed Articles via BERT and Text-to-Text Approaches0
Namesakes: Ambiguously Named Entities from Wikipedia and News0
Increasing Entity Linking upper bound through a more effective Candidate Generation System0
Hansel: A Chinese Few-Shot and Zero-Shot Entity Linking Benchmark0
NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction0
Get the Point! Graph Enhanced Candidate Retrieval for Zero-shot Entity Linking0
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem0
Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning0
Prix-LM: Pretraining for Multilingual Knowledge Base Construction0
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering0
Calculating Question Similarity is Enough: A New Method for KBQA Tasks0
Kronecker Factorization for Preventing Catastrophic Forgetting in Large-scale Medical Entity Linking0
Chemical detection and indexing in PubMed full text articles using deep learning and rule-based methods0
The overview of the NLM-Chem BioCreative VII track: full-text chemical identification and indexing in PubMed articles0
Reducing the impact of out of vocabulary words in the translation of natural language questions into SPARQL queries0
Robustness Evaluation of Entity Disambiguation Using Prior Probes: the Case of Entity Overshadowing0
Show:102550
← PrevPage 6 of 15Next →

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