Entity Linking

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

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 601–650 of 735 papers

Title	Date	Tasks	Status
Chemical identification and indexing in PubMed full-text articles using deep learning and heuristics	Jul 1, 2022	ArticlesChemical Indexing	CodeCode Available
Community Question Answering Entity Linking via Leveraging Auxiliary Data	May 24, 2022	Community Question AnsweringEntity Linking	CodeCode Available
Creation of a Balanced State-of-the-Art Multilayer Corpus for NLU	May 1, 2018	Abstractive Text SummarizationCoreference Resolution	CodeCode Available
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking	Oct 19, 2020	Cross-Lingual TransferEntity Linking	CodeCode Available
Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning	May 1, 2022	Entity LinkingLanguage Modeling	CodeCode Available
DAC: Decomposed Automation Correction for Text-to-SQL	Aug 16, 2024	Entity LinkingText to SQL	CodeCode Available
DBLPLink: An Entity Linker for the DBLP Scholarly Knowledge Graph	Sep 14, 2023	Entity EmbeddingsEntity Linking	CodeCode Available
Deep Learning for Entity Matching: A Design Space Exploration	May 1, 2018	Deep LearningEntity Linking	CodeCode Available
DeepType: Multilingual Entity Linking by Neural Type System Evolution	Feb 3, 2018	Entity DisambiguationEntity Embeddings	CodeCode Available
DESCGEN: A Distantly Supervised Dataset for Generating Abstractive Entity Descriptions	Jun 9, 2021	Entity LinkingQuestion Answering	CodeCode Available
DESCGEN: A Distantly Supervised Datasetfor Generating Entity Descriptions	Aug 1, 2021	Document SummarizationEntity Linking	CodeCode Available
Design Challenges in Low-resource Cross-lingual Entity Linking	May 2, 2020	Cross-Lingual Entity LinkingEntity Linking	CodeCode Available
Disease Normalization with Graph Embeddings	Oct 24, 2020	Entity Linkingnamed-entity-recognition	CodeCode Available
Distant Learning for Entity Linking with Automatic Noise Detection	May 17, 2019	Entity Linking	CodeCode Available
DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking	Oct 9, 2023	Entity LinkingRelation	CodeCode Available
DWE+: Dual-Way Matching Enhanced Framework for Multimodal Entity Linking	Apr 7, 2024	Contrastive LearningEntity Linking	CodeCode Available
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG	Oct 15, 2024	Entity LinkingRAG	CodeCode Available
EARL: Joint Entity and Relation Linking for Question Answering over Knowledge Graphs	Jan 11, 2018	Entity LinkingKnowledge Graphs	CodeCode Available
Effective Few-Shot Named Entity Linking by Meta-Learning	Jul 12, 2022	Entity LinkingKnowledge Base Completion	CodeCode Available
Effective Use of Context in Noisy Entity Linking	Oct 1, 2018	Entity Linking	CodeCode Available
Efficient Entity Candidate Generation for Low-Resource Languages	Jun 30, 2022	Cross-Lingual Entity LinkingEntity Linking	CodeCode Available
ELDEN: Improved Entity Linking Using Densified Knowledge Graphs	Jun 1, 2018	Entity DisambiguationEntity Embeddings	CodeCode Available
End-to-End Neural Entity Linking	Aug 23, 2018	Entity DisambiguationEntity Embeddings	CodeCode Available
EntGPT: Linking Generative Large Language Models with Knowledge Bases	Feb 9, 2024	Entity DisambiguationEntity Linking	CodeCode Available
Entity-aware Cross-lingual Claim Detection for Automated Fact-checking	Mar 19, 2025	Entity LinkingFact Checking	CodeCode Available
Query Interpretations from Entity-Linked Segmentations	May 18, 2021	Entity Linking	CodeCode Available
Entity Commonsense Representation for Neural Abstractive Summarization	Jun 14, 2018	Abstractive Text SummarizationDecoder	CodeCode Available
Entity Disambiguation with Web Links	Jan 1, 2015	Entity DisambiguationEntity Linking	CodeCode Available
Entity Linking in 40 Languages using MAG	May 29, 2018	Entity Linking	CodeCode Available
Entity Linking in the Job Market Domain	Jan 31, 2024	Entity Linking	CodeCode Available
Entity Linking in the ParlaMint Corpus	Jun 1, 2022	Entity Linking	CodeCode Available
Entity Linking with a Paraphrase Flavor	May 1, 2016	ClusteringDiagnostic	CodeCode Available
Entity Linking within a Social Media Platform: A Case Study on Yelp	Oct 1, 2018	Entity LinkingLearning-To-Rank	CodeCode Available
Entity Tagging: Extracting Entities in Text Without Mention Supervision	Sep 13, 2022	Entity Linking	CodeCode Available
ERNIE: Enhanced Language Representation with Informative Entities	May 17, 2019	Entity LinkingEntity Typing	CodeCode Available
Evaluating Pretrained Transformer Models for Entity Linking in Task-Oriented Dialog	Dec 15, 2021	Entity Linkingtext similarity	CodeCode Available
Evaluating Pretrained Transformer Models for Entity Linking inTask-Oriented Dialog	Dec 1, 2021	Entity Linkingtext similarity	CodeCode Available
Evaluation of Unsupervised Entity and Event Salience Estimation	Apr 14, 2021	Entity Linking	CodeCode Available
Event Linking: Grounding Event Mentions to Wikipedia	Dec 15, 2021	Entity LinkingNatural Language Understanding	CodeCode Available
Exploring Neural Entity Representations for Semantic Information	Nov 17, 2020	Entity Linking	CodeCode Available
Exploring Partial Knowledge Base Inference in Biomedical Entity Linking	Mar 18, 2023	Entity DisambiguationEntity Linking	CodeCode Available
Facts That Matter	Oct 1, 2018	ClusteringDiversity	CodeCode Available
FarFetched: Entity-centric Reasoning and Claim Validation for the Greek Language based on Textually Represented Environments	Jul 13, 2024	Entity LinkingNatural Language Inference	CodeCode Available
Find the Funding: Entity Linking with Incomplete Funding Knowledge Bases	Sep 1, 2022	ArticlesEntity Linking	CodeCode Available
Fine-Grained Entity Typing for Domain Independent Entity Linking	Sep 12, 2019	Entity LinkingEntity Typing	CodeCode Available
Framing Named Entity Linking Error Types	May 1, 2018	Entity LinkingKnowledge Base Population	CodeCode Available
GraphWOZ: Dialogue Management with Conversational Knowledge Graphs	Nov 23, 2022	Dialogue ManagementEntity Linking	CodeCode Available
How can voting mechanisms improve the robustness and generalizability of toponym disambiguation?	Sep 17, 2022	ArticlesEntity Linking	CodeCode Available
Hybrid X-Linker: Automated Data Generation and Extreme Multi-label Ranking for Biomedical Entity Linking	Jul 8, 2024	Entity Linking	CodeCode Available
Improving Biomedical Entity Linking with Retrieval-enhanced Learning	Dec 15, 2023	Contrastive LearningEntity Linking	CodeCode Available

Show:10 25 50

← PrevPage 13 of 15Next →

All datasets AIDA-CoNLL KILT: AIDA-YAGO2 KILT: WNED-CWEB KILT: WNED-WIKI Derczynski MSNBC EC-FUNSD N3-Reuters-128 OKE-2015 OKE-2016 KORE50 CoNLL-Aida

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	SpEL-large (2023)	Micro-F1 strong	88.6	—	Unverified
2	SpEL-base (2023)	Micro-F1 strong	88.1	—	Unverified
3	FusionED	Micro-F1 strong	86.5	—	Unverified
4	ReLiK-Large	Micro-F1 strong	86.4	—	Unverified
5	Zhang et al. (2021)	Micro-F1 strong	85.8	—	Unverified
6	De Cao et al. (2021b)	Micro-F1 strong	85.5	—	Unverified
7	ReLiK-Base	Micro-F1 strong	85.3	—	Unverified
8	ReFinED	Micro-F1 strong	84	—	Unverified
9	De Cao et al. (2021a)	Micro-F1 strong	83.7	—	Unverified
10	Kannan Ravi et al. (2021)	Micro-F1 strong	83.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GENRE	KILT-AC	89.85	—	Unverified
2	BLINK	KILT-AC	81.54	—	Unverified
3	BART	KILT-AC	77.55	—	Unverified
4	BART + DPR	KILT-AC	75.49	—	Unverified
5	T5-base	KILT-AC	74.05	—	Unverified
6	RAG	KILT-AC	72.62	—	Unverified
7	multitask	KILT-AC	66.75	—	Unverified
8	Multitask DPR + BART	KILT-AC	24.67	—	Unverified
9	multi-task small	KILT-AC	0	—	Unverified
10	Multi-task DPR	KILT-AC	0	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GENRE	KILT-AC	71.22	—	Unverified
2	BLINK	KILT-AC	68.77	—	Unverified
3	T5-base	KILT-AC	49.29	—	Unverified
4	BART	KILT-AC	49.16	—	Unverified
5	RAG	KILT-AC	47.61	—	Unverified
6	multitask	KILT-AC	47.45	—	Unverified
7	BART + DPR	KILT-AC	46.87	—	Unverified
8	multi-task small	KILT-AC	0	—	Unverified
9	chriskuei	KILT-AC	0	—	Unverified
10	Multi-task DPR	KILT-AC	0	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GENRE	KILT-AC	87.44	—	Unverified
2	BLINK	KILT-AC	80.24	—	Unverified
3	RAG	KILT-AC	48.07	—	Unverified
4	T5-base	KILT-AC	47.13	—	Unverified
5	multitask	KILT-AC	46.68	—	Unverified
6	BART	KILT-AC	45.91	—	Unverified
7	BART + DPR	KILT-AC	45.2	—	Unverified
8	chriskuei	KILT-AC	0	—	Unverified
9	Multi-task DPR	KILT-AC	0	—	Unverified
10	multi-task small	KILT-AC	0	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FusionED	Micro-F1 strong	56.8	—	Unverified
2	ReLiK-Large	Micro-F1	56.3	—	Unverified
3	ReLiK-Base	Micro-F1	55.6	—	Unverified
4	De Cao et al. (2021a)	Micro-F1	54.1	—	Unverified
5	ReFinED	Micro-F1	50.7	—	Unverified
6	van Hulst et al. (2020)	Micro-F1	41.1	—	Unverified
7	Kolitsas et al. (2018)	Micro-F1	34.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Kannan Ravi et al. (2021)	Micro-F1	83.4	—	Unverified
2	ReLiK-Large	Micro-F1	75	—	Unverified
3	De Cao et al. (2021a)	Micro-F1	73.7	—	Unverified
4	FusionED	Micro-F1 strong	73.6	—	Unverified
5	van Hulst et al. (2020)	Micro-F1	72.4	—	Unverified
6	Kolitsas et al. (2018)	Micro-F1	72.4	—	Unverified
7	ReLiK-Base	Micro-F1	72.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RORE (GeoLayoutLM)	F1	87.42	—	Unverified
2	GeoLayoutLM	F1	86.18	—	Unverified
3	RORE (GeoLayoutLM)	F1	84.34	—	Unverified
4	GeoLayoutLM	F1	83.62	—	Unverified
5	RORE (LayoutLMv3-large)	F1	79.33	—	Unverified
6	RORE (LayoutLMv3-base)	F1	73.64	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ReFinED	Micro-F1	58.1	—	Unverified
2	E2E	Micro-F1	54.6	—	Unverified
3	FusionED	Micro-F1 strong	53.1	—	Unverified
4	ReLiK-Large	Micro-F1	51.7	—	Unverified
5	ReLiK-Base	Micro-F1	48.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	E2E	Micro-F1	66.9	—	Unverified
2	ReLiK-Large	Micro-F1	65.1	—	Unverified
3	ReFinED	Micro-F1	65	—	Unverified
4	ReLiK-Base	Micro-F1	62.5	—	Unverified
5	FusionED	Micro-F1 strong	62.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ReFinED	Micro-F1	59.5	—	Unverified
2	E2E	Micro-F1	58.4	—	Unverified
3	ReLiK-Large	Micro-F1	57.2	—	Unverified
4	FusionED	Micro-F1 strong	56.6	—	Unverified
5	ReLiK-Base	Micro-F1	52.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ReLiK-Large	Micro-F1	72.8	—	Unverified
2	ReLiK-Base	Micro-F1	68	—	Unverified
3	ReFinED	Micro-F1	65.9	—	Unverified
4	FusionED	Micro-F1 strong	65.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RELIC + CoNLL-Aida tuning	Accuracy	94.9	—	Unverified
2	Raiman & Raiman 2018	Accuracy	94.9	—	Unverified
3	Radhakrishnan et al. 2018	Accuracy	93	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ArboEL	Accuracy	75.73	—	Unverified
2	ArboEL-dual	Accuracy	72.19	—	Unverified
3	BioBART	Accuracy	71.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ReLiK-Large	Micro-F1	43	—	Unverified
2	FusionED	Micro-F1 strong	41.6	—	Unverified
3	ReLiK-Base	Micro-F1	41.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Raiman & Raiman 2018	Accuracy	90.9	—	Unverified
2	RELIC + CoNLL-Aida tuning	Accuracy	89.8	—	Unverified
3	Radhakrishnan et al. 2018	Accuracy	89.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SpEL-large (2023)	Micro-F1 strong	77.5	—	Unverified
2	SpEL-base (2023)	Micro-F1 strong	73.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Sieve-based+SapBERT	F1-score (strict)	0.83	—	Unverified
2	Sieve-based	F1-score (strict)	0.81	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SINGU_GROUP	F1	70.51	—	Unverified
2	SERA	F1	65.96	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SemEHR+WS (rules+BlueBERT) with tuning number of training data	F1	0.71	—	Unverified
2	SemEHR+WS (rules+BlueBERT)	F1	0.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SemEHR+WS (rules+BlueBERT) with tuning number of training data	F1	0.86	—	Unverified
2	SemEHR+WS (rules+BlueBERT)	F1	0.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ReFinED	F1	89.1	—	Unverified
2	VCG	F1	0.73	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	transformers	Task 1 Accuracy: all	77.8	—	Unverified
2	CTLR	Task 1 Accuracy: all	76.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ArboEL	Unnormalized Accuracy	62.53	—	Unverified
2	ArboEL-dual	Unnormalized Accuracy	51.09	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ERNIE	Accuracy	57.19	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	baseline	F1	26.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SemEHR+WS (rules+BlueBERT) with tuning number of training data	F1	0.91	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ReLiK-Large	Micro-F1	85.1	—	Unverified