Get Started

Install Graph4NLP

User Guide

Chapter 1. Graph Data
Chapter 2. Dataset
Chapter 3. Graph Construction
- Roadmap
Chapter 4. Graph Encoder
Chapter 5. Decoder
Chapter 6. Classification
Chapter 7. Evaluations and Loss components

Module API references

graph4nlp.data
graph4nlp.datasets
graph4nlp.graph_construction
graph4nlp.graph_embedding
graph4nlp.prediction
graph4nlp.loss
graph4nlp.evaluation

Tutorials

Text Classification Tutorial
Semantic Parsing Tutorial
Math Word Problem Tutorial
Knowledge Graph Completion Tutorial

Graph4NLP

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Chapter 3. Graph Construction
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Chapter 3. Graph Construction¶

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Construct structured data (graphs) out of sequences.

Roadmap¶

Dependency Graph Construction
Constituency Graph Construction
IE Graph Construction
Dynamic Graph Construction
Embedding Construction

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