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Topic Modeling on Bills U.S. Congress summaries
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1,763
Topic Judge Elo Score
LDA Base
1,126.52
1,291.76
1,457
1,622.24
Jul 31, 2025
Topic Judge Elo Score
Updated 25d ago
Evaluation Results
Method
Method
Links
Topic Judge Elo Score
LDA Base
Evaluation Input=TF
2025.07
1,763
ETM Base
Evaluation Input=TF
2025.07
1,670
LDA MTM
Evaluation Input=Sum.
2025.07
1,638
ETM MTM
Evaluation Input=Sum.
2025.07
1,630
ETM MTM
Evaluation Input=TF
2025.07
1,584
LDA Base
Evaluation Input=Sum.
2025.07
1,578
LDA MTM
Evaluation Input=TF
2025.07
1,571
ETM Base
Evaluation Input=Sum.
2025.07
1,536
BERTopic Base
Evaluation Input=TF
2025.07
1,509
FAST
Evaluation Input=Sum.
2025.07
1,447
BERTopic MTM
Evaluation Input=TF
2025.07
1,436
BERTopic Base
Evaluation Input=Sum.
2025.07
1,410
D-VAE
Evaluation Input=Sum.
2025.07
1,395
BERTopic MTM
Evaluation Input=Sum.
2025.07
1,366
FAST
Evaluation Input=TF
2025.07
1,316
D-VAE
Evaluation Input=TF
2025.07
1,151
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