GLoM

Source codes for EMNLP 2019 paper "Grounding learning of modifier dynamics: An application to color naming"

Requirements

tensorflow 1.10.0

keras 2.2.2

numpy

scipy

colormath

Data

XKCD Cleaned Dataset https://bitbucket.org/o_winn/comparative_colors/src/master/

Color Survey Results https://blog.xkcd.com/2010/05/03/color-survey-results/

Experiments

Experiments are shown in different notebooks. Single model predictions are stored in a folder for training the ensemble model.

Publication

EMNLP 2019