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Explore advanced natural language processing concepts in this lecture from Carnegie Mellon University's CS 11-711 course. Delve into prompting methods, sequence-to-sequence pre-training, and prompt engineering techniques. Learn about answer engineering, multi-prompt learning, and prompt-aware training methods. Examine various types of reasoning, including chain-of-thought and its variants. Discover supervised training approaches for reasoning tasks. Gain valuable insights from Professor Graham Neubig's expertise in this comprehensive 76-minute session, part of CMU's Advanced NLP Fall 2024 curriculum.
Syllabus
CMU Advanced NLP Fall 2024 (7): Prompting and Complex Reasoning
Taught by
Graham Neubig