LSTM-WSD

This package contains the code to apply the model from the following paper:

@InProceedings{C18-1030,
  author = 	"Le, Minh
		and Postma, Marten
		and Urbani, Jacopo
		and Vossen, Piek",
  title = 	"A Deep Dive into Word Sense Disambiguation with LSTM",
  booktitle = 	"Proceedings of the 27th International Conference on Computational Linguistics",
  year = 	"2018",
  publisher = 	"Association for Computational Linguistics",
  pages = 	"354--365",
  location = 	"Santa Fe, New Mexico, USA",
  url = 	"http://aclweb.org/anthology/C18-1030"
}

DEMO

run demo_install.sh to download resources and install modules to be able to run the demo. This was tested with Python3.5 and Python3.6.

After running the install script:

• on das5 see demo.job for example

Replication

run install.sh to download resources and install modules to be able to replicate experiments.

to replicate the averaging experiments, run the following bash script on das5:

• cd configs
• bash experiments.sh