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DataFunTalk
DataFunTalk
May 1, 2022 · Artificial Intelligence

Graph Deep Learning for Natural Language Processing: Methods, Models, and the Graph4NLP Library

This talk introduces graph deep learning techniques for natural language processing, covering the motivation for graph representations, traditional graph-based NLP methods, fundamentals of graph neural networks, static and dynamic graph construction, representation learning, and showcases the open‑source Graph4NLP Python library with example applications.

Graph RepresentationGraph4NLPNLP
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Graph Deep Learning for Natural Language Processing: Methods, Models, and the Graph4NLP Library