Language and Sequence Modeling - CMU Advanced NLP Fall 2024 - Lecture 3
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Dive into the fundamentals of language and sequence modeling in this comprehensive lecture from CMU's Advanced NLP course. Explore the language modeling problem definition, count-based language models, and methods for measuring language model performance including accuracy, likelihood, and perplexity. Delve into log-linear language models and gain insights into neural network basics. Conclude with an examination of feed-forward neural network language models. Enhance your understanding of advanced natural language processing concepts through this in-depth, 77-minute presentation by Graham Neubig, part of the CMU CS 11-711 Fall 2024 curriculum.