Fiscal year 31 December. The 2001 tax year was nine months, from April to December. In Israel, the fiscal year is the calendar year, 1 January to 31 December. In Italy, the fiscal year is the calendar year, 1 January to 31 December. It was changed in 1965, before which it was 1 July to 30 June. In Japan, the government's financial year is from 1 April to 31 March. The fiscal year is represented by the calendar year in which the period begins, followed by the word "nendo" (年度); for example the fiscal year from 1 April to 31 March is
Word-sense disambiguation supervised machine learning techniques. The 2000s saw supervised techniques reach a plateau in accuracy, and so attention has shifted to coarser-grained senses, domain adaptation, semi-supervised and unsupervised corpus-based systems, combinations of different methods, and the return of knowledge-based systems via graph-based methods. Still, supervised systems continue to perform best. One problem with word sense disambiguation is deciding what the senses are. In cases like the word "bass" above, at least some senses are obviously different. In other cases, however, the different senses can be closely related (one meaning being a metaphorical or metonymic extension of another), and in such cases