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Minimizing Noise Cluster for Topic Modeling
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- 1 00:00 Brief introduction of today’s topic: Minimizing Noise Cluster for Topic Modeling
- 2 00:20 Background
- 3 00:50 Our Method
- 4 02:26 BERTopic Introduction
- 5 03:29 BERTopic Notebook Walk Through
- 6 04:35 The Objective Function
- 7 06:04 The Objective Function Notebook Walk Through
- 8 07:37 Hyperparameter Optimization HPO
- 9 08:21 Hyperparameter Optimization Notebook Walk Through
- 10 10:06 Results Comparison Baseline & Our Approach
- 11 11:35 GPU Acceleration with NVIDIA cuML
- 12 12:48 How to Initiate GPU Acceleration
- 13 13:13 Summary and Conclusion
