Tag) 73.6 SVM-topic 73.0 SVM baseline 72.4 NB baseline 69.8 ASO (Ando, 2006) 74.1 SVM-LSA (Strapparava et al., 2004) 73.3 Senseval-3 Best System (Grozea, 2004) 72.9 Table 5: Results compared to previous best systems on Senseval-3 English lexical sample task.
both methods have information loss and are disadvantaged against the Soft Tagging approach.