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Natural Language Processing
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Word Sense Disambiguation
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Supervised:
Word Sense Disambiguation on Supervised:
Metric: SemEval 2013 (higher is better)
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SemEval 2013 (best first)
SemEval 2013 (worst first)
Date (newest first)
Date (oldest first)
Model name (A→Z)
#
Model
↕
SemEval 2013
▼
Extra Data
Paper
Date
↕
Code
1
SANDWiCH
92.6
No
SANDWiCH: Semantical Analysis of Neighbours for ...
2025-03-07
Code
2
ConSeC+WNGC
85.2
No
-
-
Code
3
ConSeC
83.2
No
-
-
Code
4
ESR+WNGC
82.3
No
-
-
Code
5
ESCHER SemCor
82.2
No
-
-
Code
6
ESR
81.5
No
-
-
Code
7
EWISER+WNGC
80.7
No
-
-
Code
8
BEM
79.7
No
-
-
-
9
SparseLMMS+WNGC
79.4
No
-
-
-
10
EWISER
78.9
No
-
-
Code
11
SemCor+WNGC, hypernyms
78.7
No
Sense Vocabulary Compression through the Semanti...
2019-05-14
Code
12
ARES
77.3
No
-
-
-
13
SparseLMMS
76.1
No
-
-
-
14
GlossBERT
76.1
No
GlossBERT: BERT for Word Sense Disambiguation wi...
2019-08-20
Code
15
GlossGPT
75.4
No
-
-
Code
16
SemCor+WNGT, vocabulary reduced, ensemble
72.63
No
Improving the Coverage and the Generalization Ab...
2018-11-02
-
17
BERT (linear projection)
71.1
No
Improved Word Sense Disambiguation Using Pre-Tra...
2019-10-01
Code
18
BERT (nearest neighbour)
69.2
No
Improved Word Sense Disambiguation Using Pre-Tra...
2019-10-01
Code
19
GAS<sub>ext</sub>
67.2
No
Incorporating Glosses into Neural Word Sense Dis...
2018-05-21
Code
20
Bi-LSTM<sub>att+LEX+POS</sub>
66.9
No
-
-
-
21
supWSD<sub>emb</sub>
66.8
No
-
-
-
22
GAS
66.7
No
Incorporating Glosses into Neural Word Sense Dis...
2018-05-21
Code
23
Bi-LSTM<sub>att+LEX</sub>
66.4
No
-
-
-
24
ELMo
66.2
No
Deep contextualized word representations
2018-02-15
Code
25
supWSD
65.8
No
-
-
-
26
context2vec
65.6
No
-
-
-
27
MFS baseline
63.8
No
-
-
-
#1
SANDWiCH
SOTA
92.6
SemEval 2013
· 2025-03-07
SANDWiCH: Semantical Analysis of Neighbours for Disambiguating Words in Context ad Hoc
Code
#2
ConSeC+WNGC
85.2
SemEval 2013
No paper
Code
#3
ConSeC
83.2
SemEval 2013
No paper
Code
#4
ESR+WNGC
82.3
SemEval 2013
No paper
Code
#5
ESCHER SemCor
82.2
SemEval 2013
No paper
Code
#6
ESR
81.5
SemEval 2013
No paper
Code
#7
EWISER+WNGC
80.7
SemEval 2013
No paper
Code
#8
BEM
79.7
SemEval 2013
No paper
#9
SparseLMMS+WNGC
79.4
SemEval 2013
No paper
#10
EWISER
78.9
SemEval 2013
No paper
Code
#11
SemCor+WNGC, hypernyms
SOTA
78.7
SemEval 2013
· 2019-05-14
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation
Code
#12
ARES
77.3
SemEval 2013
No paper
#13
SparseLMMS
76.1
SemEval 2013
No paper
#14
GlossBERT
76.1
SemEval 2013
· 2019-08-20
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge
Code
#15
GlossGPT
75.4
SemEval 2013
No paper
Code
#16
SemCor+WNGT, vocabulary reduced, ensemble
SOTA
72.63
SemEval 2013
· 2018-11-02
Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships
#17
BERT (linear projection)
71.1
SemEval 2013
· 2019-10-01
Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations
Code
#18
BERT (nearest neighbour)
69.2
SemEval 2013
· 2019-10-01
Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations
Code
#19
GAS<sub>ext</sub>
SOTA
67.2
SemEval 2013
· 2018-05-21
Incorporating Glosses into Neural Word Sense Disambiguation
Code
#20
Bi-LSTM<sub>att+LEX+POS</sub>
66.9
SemEval 2013
No paper
#21
supWSD<sub>emb</sub>
66.8
SemEval 2013
No paper
#22
GAS
66.7
SemEval 2013
· 2018-05-21
Incorporating Glosses into Neural Word Sense Disambiguation
Code
#23
Bi-LSTM<sub>att+LEX</sub>
66.4
SemEval 2013
No paper
#24
ELMo
SOTA
66.2
SemEval 2013
· 2018-02-15
Deep contextualized word representations
Code
#25
supWSD
65.8
SemEval 2013
No paper
#26
context2vec
65.6
SemEval 2013
No paper
#27
MFS baseline
63.8
SemEval 2013
No paper