Content Analysis: This lecture (by Sean Welleck) for

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CMU Advanced NLP Spring 2026 (1): Introduction & Fundamentals
CMU Advanced NLP Spring 2026 (16): Reinforcement Learning I: Fundamentals
CMU Advanced NLP Spring 2026 (17): Reinforcement Learning II: RL for LLMs
CMU Advanced NLP Spring 2026 (3): Autoregressive Language Modeling
CMU Advanced NLP Spring 2026 (4): Recurrent Neural Networks
CMU Advanced NLP Spring 2026 (6): Pretraining
CMU Advanced NLP Spring 2026 (9): Decoding Algorithms
CMU Advanced NLP Spring 2026 (5): Attention and Transformers
CMU Advanced NLP Spring 2026 (8): Fine-tuning and Distillation
CMU Advanced NLP Spring 2026 (11): Multimodal LLMs I
CMU Advanced NLP Spring 2026 (7): Scaling Laws and In-Context Learning
CMU Advanced NLP Spring 2026 (12): Multimodal LLMs II