jpmorganchase/llm-email-spam-detection
LLM for Email Spam Detection
Benchmarks BERT-like models, Sentence Transformers, and Seq2Seq architectures against classical baselines (Naïve Bayes, LightGBM) across four public datasets. Introduces Spam-T5, a fine-tuned Flan-T5 variant optimized for few-shot learning scenarios where labeled training data is scarce. Includes end-to-end training pipeline with automatic dataset downloading and preprocessing via PyTorch.
123 stars. No commits in the last 6 months.
Stars
123
Forks
25
Language
Python
License
Apache-2.0
Category
Last pushed
Jun 26, 2023
Commits (30d)
0
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