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 2650 of 156 papers

TitleStatusHype
Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLPCode1
A Sequence Learning Method for Domain-Specific Entity Linking0
Contrastive Entity Coreference and Disambiguation for Historical Texts0
Combining Mention Context and Hyperlinks from Wikipedia for Named Entity Disambiguation0
AIDArabic A Named-Entity Disambiguation Framework for Arabic Text0
Representing text as abstract images enables image classifiers to also simultaneously classify text0
Collective Named Entity Disambiguation using Graph Ranking and Clique Partitioning Approaches0
A Grounded Memory System For Smart Personal Assistants0
Accommodations in Tuscany as Linked Data0
Coherent Entity Disambiguation via Modeling Topic and Categorical Dependency0
CM3: A Causal Masked Multimodal Model of the Internet0
An Unsupervised Language-Independent Entity Disambiguation Method and its Evaluation on the English and Persian Languages0
Generative Event Schema Induction with Entity Disambiguation0
GerNED: A German Corpus for Named Entity Disambiguation0
Cluster-based Mention Typing for Named Entity Disambiguation0
Analysis of Named Entity Recognition and Linking for Tweets0
Evaluating the word-expert approach for Named-Entity Disambiguation0
A Feature Induction Algorithm with Application to Named Entity Disambiguation0
End-to-End Entity Linking and Disambiguation leveraging Word and Knowledge Graph Embeddings0
Evaluating LLMs on Entity Disambiguation in Tables0
Entity-aware ELMo: Learning Contextual Entity Representation for Entity Disambiguation0
Entity Disambiguation by Knowledge and Text Jointly Embedding0
Entity Disambiguation via Fusion Entity Decoding0
Alleviating Poor Context with Background Knowledge for Named Entity Disambiguation0
Efficient Biomedical Entity Linking: Clinical Text Standardization with Low-Resource Techniques0
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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