Skip to content

ConceptModeling/concept-chunker

Repository files navigation

Concept Chunker

Overall Project Goal

Find out the relationships between concepts (ie. Addition, Arithmetic, Calculus) in MOOC courses.

Role of Chunker

To find relationships between concepts in a course, we must first figure out which words should be grouped together to form concepts.

Model Design

Model uses IOB tagging to determine where multiword concept phrases start and end 1 LSTM Hidden Layer (PyTorch)

Results

MOOC Lecture Dataset (Test): Accuracy: .961, Macro F1: .883

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages