Text Analysis in Python for Social Scientists

Text Analysis in Python for Social Scientists

Prediction and Classification

Hovy, Dirk

Cambridge University Press

03/2022

75

Mole

Inglês

9781108958509

15 a 20 dias

Descrição não disponível.
1. Introduction; 2. Ethics, Fairness, and Bias; 3. Classification; 4. Text as Input; 5. Labels; 6. Train-Dev-Test; 7. Performance Metrics; 8. Comparison and Significance Testing; 9. Overfitting and Regularization; 10. Model Selection and Other Classifiers; 11. Model Bias; 12. Feature Selection; 13. Structured Prediction; 14. Neural Networks Background; 15. Neural Architectures and Models.
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