Word Sense Disambiguation 벤치마크
Word Sense Disambiguation on Knowledge-based:
All
- 2014-01-01 — Babelfy: All 65.5
- 2014-03-01 — UKBppr_w2w: All 67.3
- 2020-02-29 — KEF: All 68.0
| Rank | Model | All | Senseval 2 | Senseval 3 | SemEval 2007 | SemEval 2013 | SemEval 2015 | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | KEF | 68.0 | 69.6 | 66.1 | 56.9 | 68.4 | 72.3 | Word Sense Disambiguation: A comprehensive knowledge exploitation framework | 2020 | |
| 2 | WSD-TM | 66.9 | **69.0** | **66.9** | **55.6** | 65.3 | 69.6 | Knowledge-based Word Sense Disambiguation using Topic Models | 2018 | |
| 3 | Babelfy | 65.5 | 67.0 | 63.5 | 51.6 | 66.4 | **70.3** | Entity Linking meets Word Sense Disambiguation: a Unified Approach | 2014 | |
| 4 | WN 1st sense baseline | 65.2 | 66.8 | 66.2 | 55.2 | 63.0 | 67.8 | Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison | 2017 | |
| 5 | UKBppr_w2w-nf | 57.5 | 64.2 | 54.8 | 40.0 | 64.5 | 64.5 | Random Walks for Knowledge-Based Word Sense Disambiguation | 2014 | |
| 6 | UKBppr_w2w | **67.3** | 68.8 | 66.1 | 53.0 | **68.8** | **70.3** | Random Walks for Knowledge-Based Word Sense Disambiguation | 2014 |