- CMU Advanced NLP 2024 (1) Introduction to NLP
- CMU Advanced NLP 2024 (10) Retrieval and RAG
- CMU Advanced NLP 2024 (11) Distillation, Quantization, and Pruning
- CMU Advanced NLP 2024 (12) Reinforcement Learning
- CMU Advanced NLP 2024 (13) Debugging and Interpretation
- CMU Advanced NLP 2024 (14) Ensembling and Mixture of Experts
- CMU Advanced NLP 2024 (15) A Tour of Modern Large Language Models
- CMU Advanced NLP 2024 (17) Code Generation
- CMU Advanced NLP 2024 (18) Knowledge and Language Models
- CMU Advanced NLP 2024 (2) Word Representation and Text Classification
- CMU Advanced NLP 2024 (20) Tool Use and Language Agents
- CMU Advanced NLP 2024 (21) Complex Reasoning
- CMU Advanced NLP 2024 (22) Linguistics and Computational Linguistics
- CMU Advanced NLP 2024 (23) Multilingual NLP
- CMU Advanced NLP 2024 (3) Language Modeling
- CMU Advanced NLP 2024 (4) Sequence Modeling
- CMU Advanced NLP 2024 (5) Transformers
- CMU Advanced NLP 2024 (6) Generation Algorithms
- CMU Advanced NLP 2024 (7) Prompting
- CMU Advanced NLP 2024 (8) Fine-tuning and Instruction Tuning
- CMU Advanced NLP 2024 (9) Experimental Design and Human Annotation
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