vgherard/kgrams
k-grams, Language Models, and All That
This tool helps you analyze text data to understand word sequences and predict upcoming words. You input a collection of text documents, and it generates a statistical model that estimates the probability of different word combinations. It's designed for researchers, students, and practitioners working with natural language who need to build or evaluate simple language models.
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Use this if you need to build, evaluate, or experiment with classical k-gram language models for small to medium-sized text analysis tasks, or for educational purposes.
Not ideal if you require state-of-the-art deep learning language models for highly complex natural language understanding or generation tasks on very large datasets.
Stars
7
Forks
—
Language
R
License
GPL-3.0
Category
Last pushed
Nov 14, 2024
Commits (30d)
0
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