Topic Modeling on Bills U.S. Congress summaries
1,763Topic Judge Elo ScoreLDA Base
Evaluation Results
| Method | Links | |
|---|---|---|
| LDA BaseEvaluation Input=TF2025.07 | 1,763 | |
| ETM BaseEvaluation Input=TF2025.07 | 1,670 | |
| LDA MTMEvaluation Input=Sum.2025.07 | 1,638 | |
| ETM MTMEvaluation Input=Sum.2025.07 | 1,630 | |
| ETM MTMEvaluation Input=TF2025.07 | 1,584 | |
| LDA BaseEvaluation Input=Sum.2025.07 | 1,578 | |
| LDA MTMEvaluation Input=TF2025.07 | 1,571 | |
| ETM BaseEvaluation Input=Sum.2025.07 | 1,536 | |
| BERTopic BaseEvaluation Input=TF2025.07 | 1,509 | |
| FASTEvaluation Input=Sum.2025.07 | 1,447 | |
| BERTopic MTMEvaluation Input=TF2025.07 | 1,436 | |
| BERTopic BaseEvaluation Input=Sum.2025.07 | 1,410 | |
| D-VAEEvaluation Input=Sum.2025.07 | 1,395 | |
| BERTopic MTMEvaluation Input=Sum.2025.07 | 1,366 | |
| FASTEvaluation Input=TF2025.07 | 1,316 | |
| D-VAEEvaluation Input=TF2025.07 | 1,151 |