SOTAVerified

Entity Disambiguation

Entity Disambiguation is the task of linking mentions of ambiguous entities to their referent entities in a knowledge base such as Wikipedia.

Source: Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation

Papers

Showing 101125 of 156 papers

TitleStatusHype
A Sequence Learning Method for Domain-Specific Entity Linking0
diaNED: Time-Aware Named Entity Disambiguation for Diachronic Corpora0
Multimodal Named Entity Disambiguation for Noisy Social Media Posts0
Joint Neural Entity Disambiguation with Output Space Search0
ELDEN: Improved Entity Linking Using Densified Knowledge GraphsCode0
Mixing Context Granularities for Improved Entity Linking on Question Answering Data across Entity CategoriesCode0
Collective Entity Disambiguation with Structured Gradient Tree BoostingCode0
Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All0
DeepType: Multilingual Entity Linking by Neural Type System EvolutionCode0
Entity Retrieval and Text Mining for Online Reputation Monitoring0
Neural Cross-Lingual Entity Linking0
IJCNLP-2017 Task 3: Review Opinion Diversification (RevOpiD-2017)0
Hashtag Processing for Enhanced Clustering of Tweets0
Named Entity Disambiguation for Noisy TextCode0
Learning Distributed Representations of Texts and Entities from Knowledge BaseCode0
Deep Joint Entity Disambiguation with Local Neural AttentionCode1
High-Throughput and Language-Agnostic Entity Disambiguation and Linking on User Generated Data0
Pairwise FastText Classifier for Entity Disambiguation0
Named Entity Disambiguation for little known referents: a topic-based approach0
Proceedings of the LexSem+Logics Workshop 20160
Leveraging Entity Linking and Related Language Projection to Improve Name Transliteration0
Entity Disambiguation by Knowledge and Text Jointly Embedding0
Alleviating Poor Context with Background Knowledge for Named Entity Disambiguation0
Occurrence Statistics of Entities, Relations and Types on the Web0
QTLeap WSD/NED Corpora: Semantic Annotation of Parallel Corpora in Six Languages0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BootlegMicro-F196.8Unverified
2confidence-orderIn-KB Accuracy95Unverified
3DCA-SL + TriplesIn-KB Accuracy94.94Unverified
4DeepTypeIn-KB Accuracy94.88Unverified
5NTEEIn-KB Accuracy94.7Unverified
6DCA-SL (2019)(et al., [2019c])In-KB Accuracy94.64Unverified
7Fang et al. (2019) (et al., [2019e])In-KB Accuracy94.3Unverified
8This work+CtxLSTMs+LDC+MPCMIn-KB Accuracy94Unverified
9ReFinEDIn-KB Accuracy93.9Unverified
10Chen et al. (2020) (et al, 2020)In-KB Accuracy93.54Unverified
#ModelMetricClaimedVerifiedStatus
1confidence-orderMicro-F196.3Unverified
2KBEDMicro-F194.8Unverified
3ReFinEDMicro-F194.4Unverified
4GENREMicro-F194.3Unverified
5GlobalMicro-F193.7Unverified
6NER4ELMicro-F189.2Unverified
7ReFinEDMicro-F171.8Unverified
#ModelMetricClaimedVerifiedStatus
1ReFinEDMicro-F179.4Unverified
2confidence-orderMicro-F178.9Unverified
3KBEDMicro-F178.2Unverified
4GlobalMicro-F177.9Unverified
5GENREMicro-F177.3Unverified
6MEPMicro-F176.2Unverified
7NER4ELMicro-F168.5Unverified
#ModelMetricClaimedVerifiedStatus
1KBEDMicro-F190.4Unverified
2confidence-orderMicro-F189.1Unverified
3ReFinEDMicro-F188.7Unverified
4GENREMicro-F187.4Unverified
5MEPMicro-F186.2Unverified
6GlonalMicro-F177.5Unverified
7NER4ELMicro-F164Unverified
#ModelMetricClaimedVerifiedStatus
1KBEDMicro-F193.4Unverified
2confidence-orderMicro-F191.9Unverified
3ReFinEDMicro-F191.6Unverified
4NER4ELMicro-F191.3Unverified
5GENREMicro-F190.1Unverified
6GlobalMicro-F188.5Unverified
#ModelMetricClaimedVerifiedStatus
1confidence-orderMicro-F193.5Unverified
2KBEDMicro-F192.6Unverified
3ReFinEDMicro-F191.8Unverified
4GENREMicro-F189.9Unverified
5GlobalMicro-F188.5Unverified
6NER4ELMicro-F169.5Unverified
#ModelMetricClaimedVerifiedStatus
1DeepTypeMicro Precision90.85Unverified
2NTEEMicro Precision87.7Unverified
3This work+CtxLSTMs+LDC+MPCMMicro Precision87.4Unverified
4Wikipedia2VecMicro Precision85.2Unverified
#ModelMetricClaimedVerifiedStatus
1mGENREMicro Precision90.6Unverified
2Model F+Micro Precision89Unverified
#ModelMetricClaimedVerifiedStatus
1KBEDMicro-F147.6Unverified
#ModelMetricClaimedVerifiedStatus
1KBEDMicro-F164.2Unverified