Tasks
SotA
Datasets
Papers
Methods
Submit
About
SotA
/
Natural Language Processing
/
Entity Disambiguation
/
AIDA-CoNLL
Entity Disambiguation on AIDA-CoNLL
Metric: In-KB Accuracy (higher is better)
Leaderboard
Dataset
Loading chart...
Results
Submit a result
Hide extra data
Export CSV
Sort:
In-KB Accuracy (best first)
In-KB Accuracy (worst first)
Date (newest first)
Date (oldest first)
Model name (A→Z)
#
Model
↕
In-KB Accuracy
▼
Extra Data
Paper
Date
↕
Code
1
confidence-order
95
No
Global Entity Disambiguation with BERT
2019-09-01
Code
2
DCA-SL + Triples
94.94
No
Evaluating the Impact of Knowledge Graph Context...
2020-08-12
Code
3
DeepType
94.88
No
DeepType: Multilingual Entity Linking by Neural ...
2018-02-03
Code
4
NTEE
94.7
No
Learning Distributed Representations of Texts an...
2017-05-06
Code
5
DCA-SL (2019)(et al., [2019c])
94.64
No
Learning Dynamic Context Augmentation for Global...
2019-09-04
Code
6
Fang et al. (2019) (et al., [2019e])
94.3
No
Joint Entity Linking with Deep Reinforcement Lea...
2019-02-01
-
7
This work+CtxLSTMs+LDC+MPCM
94
No
Neural Cross-Lingual Entity Linking
2017-12-05
-
8
ReFinED
93.9
Yes
ReFinED: An Efficient Zero-shot-capable Approach...
2022-07-08
Code
9
Chen et al. (2020) (et al, 2020)
93.54
No
Improving Entity Linking by Modeling Latent Enti...
2020-01-06
-
10
GENRE
93.3
No
Autoregressive Entity Retrieval
2020-10-02
Code
11
Wikipedia2Vec-GBRT
93.1
No
Joint Learning of the Embedding of Words and Ent...
2016-01-06
Code
12
ELDEN
93
No
-
-
Code
13
NER4EL
92.5
No
-
-
Code
14
Global
92.22
No
Deep Joint Entity Disambiguation with Local Neur...
2017-04-17
Code
15
Wikipedia2Vec
91.5
No
Joint Learning of the Embedding of Words and Ent...
2016-01-06
Code
16
KBED
90.4
Yes
Improving Entity Disambiguation by Reasoning ove...
2022-07-08
Code
17
Le& Titov (2019) (Le and Titov, 2019)
89.66
No
Boosting Entity Linking Performance by Leveragin...
2019-06-04
Code
18
Hoffart et al.
82.29
No
-
-
-
#1
confidence-order
SOTA
95
In-KB Accuracy
· 2019-09-01
Global Entity Disambiguation with BERT
Code
#2
DCA-SL + Triples
94.94
In-KB Accuracy
· 2020-08-12
Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models
Code
#3
DeepType
SOTA
94.88
In-KB Accuracy
· 2018-02-03
DeepType: Multilingual Entity Linking by Neural Type System Evolution
Code
#4
NTEE
SOTA
94.7
In-KB Accuracy
· 2017-05-06
Learning Distributed Representations of Texts and Entities from Knowledge Base
Code
#5
DCA-SL (2019)(et al., [2019c])
94.64
In-KB Accuracy
· 2019-09-04
Learning Dynamic Context Augmentation for Global Entity Linking
Code
#6
Fang et al. (2019) (et al., [2019e])
94.3
In-KB Accuracy
· 2019-02-01
Joint Entity Linking with Deep Reinforcement Learning
#7
This work+CtxLSTMs+LDC+MPCM
94
In-KB Accuracy
· 2017-12-05
Neural Cross-Lingual Entity Linking
#8
ReFinED
93.9
In-KB Accuracy
· Extra Data
· 2022-07-08
ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking
Code
#9
Chen et al. (2020) (et al, 2020)
93.54
In-KB Accuracy
· 2020-01-06
Improving Entity Linking by Modeling Latent Entity Type Information
#10
GENRE
93.3
In-KB Accuracy
· 2020-10-02
Autoregressive Entity Retrieval
Code
#11
Wikipedia2Vec-GBRT
SOTA
93.1
In-KB Accuracy
· 2016-01-06
Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation
Code
#12
ELDEN
93
In-KB Accuracy
No paper
Code
#13
NER4EL
92.5
In-KB Accuracy
No paper
Code
#14
Global
92.22
In-KB Accuracy
· 2017-04-17
Deep Joint Entity Disambiguation with Local Neural Attention
Code
#15
Wikipedia2Vec
91.5
In-KB Accuracy
· 2016-01-06
Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation
Code
#16
KBED
90.4
In-KB Accuracy
· Extra Data
· 2022-07-08
Improving Entity Disambiguation by Reasoning over a Knowledge Base
Code
#17
Le& Titov (2019) (Le and Titov, 2019)
89.66
In-KB Accuracy
· 2019-06-04
Boosting Entity Linking Performance by Leveraging Unlabeled Documents
Code
#18
Hoffart et al.
82.29
In-KB Accuracy
No paper