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CMU Advanced NLP 2022 (3): Language Modeling and NN Basics

Written By Graham Neubig on Saturday, Sep 10, 2022 | 11:29 AM

 
This lecture (by Graham Neubig) for CMU CS 11-711, Advanced NLP (Fall 2022) covers: * Language Modeling Problem Definition * Count-based Language Models * Measuring Language Model Performance: Likelihood, and Perplexity * Log-linear Language Models * Neural Network Basics * Feed-forward Neural Network Language Models Class Site: https://phontron.com/class/anlp2022/schedule/lm.html

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