Compatibility Models

May 11, 2015 ยท View on GitHub

The description of these models will be published in the proceedings of NAACL 2015 under the title "So similar and yet incompatible: Toward the automated identification of semantically compatible words"

Requirements

Torch7

Usage

  1. Go to the directory model/torch and edit my_config.lua to point to the root of your local copy of this repository

  2. Create a "run configuration" (see the run_configs directory for examples)

  3. Train the model:

luajit do-train.lua run_configs/conf_01.lua
  1. Use the model to generate predictions:
luajit do-measure.lua run_configs/conf_01.lua

A pretrained configuration with the l2_interaction model is available at l2_interaction_config.lua

Troubleshooting

When I run the script, I get "luajit: do-train.lua:6: module 'models' not found:"

You need to add "./?/init.lua" to your LUA_PATH. One simple way of doing so is copy-pasting this command in your terminal:

`echo "export LUA_PATH=$(luajit -e 'print(package.path)');./?/init.lua"`