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Lesson 38: Toy Dialog Satisfaction Prediction

This lesson implements a compact dialog satisfaction classifier for task-oriented support dialogs. Each synthetic example is a short dialog summary paired with one of three satisfaction levels: dissatisfied, neutral, or satisfied.

The lesson covers:

  • deterministic synthetic dialog data with three satisfaction labels
  • pooled-embedding text classification
  • config, vocab, metrics, and checkpoint artifacts

Run locally with:

python -m tracks.nlp.lesson_38_toy_dialog_satisfaction_prediction.train --device cpu --epochs 1