Stanford CS224N: Natural Language Processing with Deep Learning | 2023 - Stanford CS224N NLP with Deep Learning | 2023 | Lecture 15 - Code Generation
Unlock Language Power: Dive into Stanford's NLP with Deep Learning Course!
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25 learners
What you'll learn
Understand foundational concepts and techniques of NLP using deep learning, including word vectors and neural classifiers
Apply neural network architectures like RNNs and transformers to solve language processing tasks
Design and optimize models for tasks such as translation, question answering, and coreference resolution
Integrate insights from linguistics to enhance NLP model performance and interpretability
For more information about Stanford's Artificial Intelligence professional and graduate programs visit: https://stanford.io/ai
This lecture covers:
1. Background: Program Synthesis
2. Program Synthesis as Pragmatic Communication
3. Program Synthesis with Language Models
4. Programs as Tools For Language Models
5. Limitations and Discussion
To learn more about this course visit: https://online.stanford.edu/courses/c...
To follow along with the course schedule and syllabus visit: http://web.stanford.edu/class/cs224n/
Gabriel Poesia
https://gpoesia.com/
Professor Christopher Manning
Thomas M. Siebel Professor in Machine Learning, Professor of Linguistics and of Computer Science
Director, Stanford Artificial Intelligence Laboratory (SAIL)
#naturallanguageprocessing #deeplearning
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