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Universal Dependencies

Grammar Annotation for African Languages

pos-tagging dependency-parsing morphology Small, high-quality treebanks CC-BY-SA 4.0
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Description

Framework for consistent annotation of grammar (POS, morphology, syntax). Crucial for understanding linguistic structure and embeddings.

Quick Start

Python 
from datasets import load_dataset

dataset = load_dataset("universal_dependencies", "wol_wtb", split="train")
print(dataset['tokens'][:3])

Project Ideas

Dependency Visualization

Visualize dependency trees for Yoruba sentences

Intermediate

POS Tagger

Train a POS tagger using embeddings

Intermediate

Ethical Considerations

  • Highly curated academic data