Sarcasm Detection with Transformers: When Perfect Accuracy Isn't Perfect
Learn how dataset bias can lead to misleading results in NLP: a sarcasm detection model that actually learned to …
Text-Classification
4 posts tagged with text-classification.
Can Machine Learning Classify Congressional Bills? Testing Baseline Models
Testing whether machine learning can classify congressional bills by policy area. Comparing Naive Bayes, Logistic …
Congressional Data Analysis & Classification
Comprehensive data science project that scraped 47,000+ congressional bills, analyzed legislative patterns, and built ML …
Count Vectorization with scikit-learn in Python
Learn count vectorization fundamentals in Python: converting text to numerical vectors using scikit-learn's …