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The most cited deep learning papers
Latex code for making neural networks diagrams
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.
Pen and paper exercises in machine learning
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
List of language agents based on paper "Cognitive Architectures for Language Agents"
Must-read papers on neural relation extraction (NRE)
My Reading Lists of Deep Learning and Natural Language Processing
Deep Learning for Natural Language Processing - Lectures 2023