https://github.com/iiacobac/ims_wsd_emb
- the file prop.xml should be completed wiht
<param name="dictionary_path" value="/path/to/dict"/>
- The files testFine.bash, test_one.bash, train_one.bash should be modified with the chosen parameters
<embeddingsPath> : path/to/embeddings
<WindowsSize> : tipically 10. Experiments made also with 5 and 20.
<Strategy CON, AVG, FRA, EXP> : Integration strategy, best results with FRA and EXP.
Java 1.8
Main paper to be cited
@InProceedings{iiacobac-evaluation:2016:,
author = {I. Iacobacci, M. T. Pilehvar and R. Navigli.},
title = {Embeddings for Word Sense Disambiguation: An Evaluation Study},
year = {ACL 2016},
}
============================================
This software is based in IMS (It Makes Sense)
IMS (It Makes Sense) -- NUS WSD system
Copyright (c) 2010 National University of Singapore.
Zhong, Zhi and Ng, Hwee Tou. 2010. It Makes Sense: A Wide-Coverage Word Sense Disambiguation System for Free Text. In Proceedings of the ACL 2010 System Demonstrations, pages 78--83, Uppsala,
For more information, bug reports, fixes, please contact:
Ignacio Iacobacci
Department of Computer Science
Viale Regina Elena 295b
Sapienza University of Rome
Rome, Italy
iacobacci[at]di[dot]uniroma1[dot]it
http://iiacobac.wordpress.com/
IMS EMBED is an output of the MultiJEDI ERC Starting Grant No. 259234.
IMS EMBED is licensed under a Creative Commons Attribution - Noncommercial - Share Alike 3.0 License.