Harvard CS50 AI Week 6: Language — N-gram Language Models, TF-IDF QA, Parser & Attention
Week 6 processes natural language: N-gram conditional probability & smoothing, CFG syntax parsing with CYK, TF-IDF vector retrieval, attention mechanism & Transformer basics. Projects: Parser (syntactic generation) and Questions (TF-IDF QA system).