This page is about the source code and relevant data of "Word sense disambiguation based on word similarity calculation using word vector representation from a knowledge-based graph."
Since the upload file is very large, the source code of our knowledge-based WSD and pretrained word vector representations the are available in "https://zenodo.org/record/4437871#.YB0oa-gzaUk".
| senseval-02 | senseeval-03 | semeval-07 | semeval-13 | semeval-15 | |
|---|---|---|---|---|---|
| Ours | 61.3 | 71.9 | 60.1 | 71.1 | 68.9 |
| WSD-TM (2018) | 69.0 | 66.9 | 55.6 | 65.3 | 69.6 |
| UKB (2018) | 68.8 | 66.1 | 53.0 | 68.8 | 70.3 |
| Babelfy (2014) | 67.0 | 63.5 | 51.6 | 66.4 | 70.3 |
Dongsuk, O., et al., 2018, "Word sense disambiguation based on word similarity calculation using word vector representation from a knowledge-based graph." in Proceedings of the 27th international conference on computational linguistics, pp. 2704--2714.