isabella232 / geopar

A simple semantic parser for the GeoQuery domain, for teaching purposes

geopar

Stub of a simple semantic parser for the GeoQuery domain, for teaching purposes.

Made available under the GPLv2 license.

The data included is also GPLv2 and was obtained from http://www.cs.utexas.edu/users/ml/nldata/geoquery.html. The split into training and testing portions is the same as in Tom Kwiatkowski’s UBL system.

Exercise

The (quite challenging) exercise is to implement the missing parts of GeoPar so that the test suite passes and you can train a simple model.

A solution for peeking is available at https://github.com/texttheater/geopar/tree/solution.

How to Run the Test Suite

python3 -m unittest

How to Train a Simple Model

python3 -m train

During training, validation accuracies are displayed. Try to get these above 0.8 by implementing suitable features.