This directory contains solutions written for assignments for a class, CMPT 825: Natural Language Processing, at Simon Fraser University, Fall 2018. Each assignment was a group project. The following are descriptions of each assignment:
Warm-up assignment for familiarizing with submitting assignments through Gitlab.
The description of the assignment provided by the class is in README.md.
My contribution to the project is documented in doc/README.hbadrulh.
The description of the assignment provided by the class is in README.md.
My contribution to the project is documented in doc/README.hbadrulh.
The group's development process and solution are documented in decipher .ipynb.
The description of the assignment provided by the class is in README.md.
My contribution to the project is documented in doc/README.hbadrulh.
The group's development process and solution are documented in chunk.ipynb.
The description of the assignment provided by the class is in README.md.
My contribution to the project is documented in doc/README.hbadrulh.
The group's development process and solution are documented in align.ipynb.
For the open-ended project component of the class we implemented a system of genre-sensitive text summarization. Instead of using one text summary model to summarize any text input, our system consists of multiple text summary models, and each model is trained on specific text genres. When an input text is given, the model to be used is chosen based on topic modelling of the input text.
The group's development process and solution are documented in project.ipynb.