Language and NLP Section 052

Sentiment, Opinion and Text Mining

Reading what people actually feel, at a finer grain than thumbs up or thumbs down.

9 of 9 lessons published Three reading levels on every lesson

Start with “Sentiment beyond positive and negative”

Lessons in order

Work top to bottom. Each lesson assumes the one above it.

  1. Sentiment beyond positive and negative
  2. Aspect-based sentiment analysis
  3. Emotion classification
  4. Sarcasm and irony detection
  5. Stance detection
  6. Toxicity and abuse detection
  7. Classifying into a 300-label taxonomy
  8. Zero-shot text classification
  9. Few-shot text classification with SetFit