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 701–735 of 735 papers

Title	Date	Tasks	Status
Real World Conversational Entity Linking Requires More Than Zeroshots	Sep 2, 2024	Entity Linking	CodeCode Available
Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking	Dec 18, 2024	Entity Linking	CodeCode Available
Revisiting Sparse Retrieval for Few-shot Entity Linking	Oct 19, 2023	Entity LinkingRetrieval	CodeCode Available
Robust Named Entity Recognition in Idiosyncratic Domains	Aug 24, 2016	Entity Linkingnamed-entity-recognition	CodeCode Available
Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base	Jul 1, 2015	Entity LinkingGraph Generation	CodeCode Available
Sematch: Semantic Entity Search from Knowledge Graph	Jun 1, 2015	Entity LinkingNatural Language Queries	CodeCode Available
Slot Filling for Extracting Reskilling and Upskilling Options from the Web	Jul 11, 2022	BenchmarkingEntity Linking	CodeCode Available
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding	Jun 29, 2024	Entity LinkingKnowledge Base Question Answering	CodeCode Available
SPARQL Generation with Entity Pre-trained GPT for KG Question Answering	Feb 1, 2024	Entity LinkingKnowledge Graphs	CodeCode Available
Strong Heuristics for Named Entity Linking	Jul 6, 2022	Entity Linking	CodeCode Available
StrucTexT: Structured Text Understanding with Multi-Modal Transformers	Aug 6, 2021	Entity LinkingLanguage Modeling	CodeCode Available
Survey on English Entity Linking on Wikidata	Dec 3, 2021	Entity LinkingKnowledge Graphs	CodeCode Available
TempEL: Linking Dynamically Evolving and Newly Emerging Entities	Feb 5, 2023	Entity DisambiguationEntity Linking	CodeCode Available
The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive Annotation	Aug 1, 2018	Active LearningEntity Linking	CodeCode Available
Integrating curation into scientific publishing to train AI models	Oct 31, 2023	ArticlesEntity Linking	CodeCode Available
They Exist! Introducing Plural Mentions to Coreference Resolution and Entity Linking	Aug 1, 2018	coreference-resolutionCoreference Resolution	CodeCode Available
TIGER: Temporally Improved Graph Entity Linker	Oct 11, 2024	Entity LinkingKnowledge Graphs	CodeCode Available
Tough Tables: Carefully Evaluating Entity Linking for Tabular Data	Nov 1, 2020	Cell Entity AnnotationColumn Type Annotation	CodeCode Available
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models	Apr 30, 2024	Entity LinkingFact Verification	CodeCode Available
Towards Explaining STEM Document Classification using Mathematical Entity Linking	Sep 2, 2021	ClassificationDocument Classification	CodeCode Available
Towards Zero-resource Cross-lingual Entity Linking	Sep 29, 2019	Cross-Lingual Entity LinkingEntity Linking	CodeCode Available
Toward Tweet Entity Linking with Heterogeneous Information Networks	Mar 23, 2021	Entity LinkingMetric Learning	CodeCode Available
TrainX -- Named Entity Linking with Active Sampling and Bi-Encoders	Dec 1, 2020	Entity Linking	CodeCode Available
T-REx: A Large Scale Alignment of Natural Language with Knowledge Base Triples	May 1, 2018	Entity LinkingKnowledge Base Population	CodeCode Available
TweetNERD -- End to End Entity Linking Benchmark for Tweets	Oct 14, 2022	BenchmarkingEntity Linking	CodeCode Available
Twitter at the Grammys: A Social Media Corpus for Entity Linking and Disambiguation	Nov 1, 2016	Coreference ResolutionEntity Linking	CodeCode Available
UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification	Sep 3, 2018	Claim VerificationEntity Linking	CodeCode Available
Ultra-Fine Entity Typing	Jul 13, 2018	Entity LinkingEntity Typing	CodeCode Available
Unified Examination of Entity Linking in Absence of Candidate Sets	Apr 17, 2024	Entity Linking	CodeCode Available
Unsupervised Entity Linking with Abstract Meaning Representation	May 1, 2015	Abstract Meaning RepresentationAMR Parsing	CodeCode Available
Unsupervised Named Entity Disambiguation for Low Resource Domains	Dec 13, 2024	AvgEntity Disambiguation	CodeCode Available
Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal Assistant	Oct 24, 2024	Entity LinkingQuestion Answering	CodeCode Available
What do Entity-Centric Models Learn? Insights from Entity Linking in Multi-Party Dialogue	May 16, 2019	Entity Linking	CodeCode Available
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context	Apr 30, 2020	Binary ClassificationEntity Linking	CodeCode Available
Wiki-TabNER: Integrating Named Entity Recognition into Wikipedia Tables	Mar 7, 2024	Entity Linkingnamed-entity-recognition	CodeCode Available

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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 DPR	KILT-AC	0	—	Unverified
10	multi-task small	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 DPR	KILT-AC	0	—	Unverified
9	chriskuei	KILT-AC	0	—	Unverified
10	multi-task small	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	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	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	Kolitsas et al. (2018)	Micro-F1	72.4	—	Unverified
6	van Hulst et al. (2020)	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