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Instruction Tuning in Advanced Natural Language Processing - Lecture 6

Offered By: Graham Neubig via YouTube

Tags

Artificial Intelligence Courses Machine Learning Courses Multi-Task Learning Courses Fine-Tuning Courses Instruction-Tuning Courses Parameter-Efficient Fine-Tuning Courses

Course Description

Overview

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Explore key concepts in advanced natural language processing through this lecture from CMU's CS 11-711 course. Delve into multi-tasking, fine-tuning and instruction tuning techniques, parameter efficient fine-tuning methods, instruction tuning datasets, and synthetic data generation. Gain valuable insights from instructor Xiang Yue in this comprehensive overview of cutting-edge NLP topics, part of Graham Neubig's Advanced NLP course at Carnegie Mellon University.

Syllabus

CMU Advanced NLP Fall 2024 (6): Instruction Tuning


Taught by

Graham Neubig

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