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Semester Project at the CHILI lab in EPFL. Exploring ways to cluster short answers (tags) based on their semantic features.

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Clustering Short Responses

About

This repository contains code used for the Semester Project: "Short Response (Tag) Clustering" for the CHILI Lab at EPFL.

Data

The dataset can be found in the /moocs_tags file.

In order to run the Semantic Vectors code, you will need to download the VectorDict files from:

  1. vectorDict2.pickle.zip
  2. vectorDict.pickle.zip

Unzip them, and save them in the /SemanticVectors directory

In order to run the Hypernymy code, you will need to unzip the 2 compressed pickle files in the /Hypernymy Relations directory. Alternatively you can comment out the part that reads the pickles, and run the code to create them. Note: This will be time consuming, and requires an internet connection.

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Semester Project at the CHILI lab in EPFL. Exploring ways to cluster short answers (tags) based on their semantic features.

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