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Document Clustering on 20 Newsgroups
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35.1
Accuracy
k-means on mean pooling
10.244
16.697
23.15
29.603
Apr 4, 2026
Accuracy
Normalized Mutual Information
Adjusted Rand Index
Updated 11d ago
Evaluation Results
Method
Method
Links
Accuracy
Normalized Mutual Information
Adjusted Rand Index
k-means on mean pooling
Feature representation...
2026.04
35.1
37.7
17.8
k-means on [CLS]
Feature representation...
2026.04
20
21.1
6
k-means on CLS
Backbone=frozen BERT,...
2026.04
19.6
18.9
6.5
DDCL-Attention
Backbone=frozen BERT,...
2026.04
17.5
15.2
3.9
Hier. DDCL L1+L2
ε=0.05, λ=1.5, Backbon...
2026.04
13.3
9.3
1.6
Hier. DDCL L1+L2
ε=0.1, λ=0.5, Backbone...
2026.04
11.2
7.5
0.9
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