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How to approach fine-tuning BERT for specific domains?

By Alex Chen2024-01-15

Struggling with domain adaptation for BERT. Any tips on dataset preparation, hyperparameter tuning, and avoiding catastrophic forgetting?

#bert#fine-tuning#nlp#transformers

Text Classification project collaboration

By Sarah Martinez2024-01-14

Looking to form a team for a multi-label text classification project. We can share preprocessing techniques, model architectures, and evaluation metrics.

#text-classification#collaboration#machine-learning

Best practices for text preprocessing pipelines

By David Park2024-01-13

Working on building a robust text preprocessing pipeline. Which techniques work best for different languages and domains?

#preprocessing#pipelines#nlp

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