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 space. However, these supervised methods are subject to a new knowledge acquisition bottleneck since they rely on substantial amounts of manually sense-tagged corpora for training, which are laborious and expensive to create. Because of the lack of training data, many word sense disambiguation algorithms use semi-supervised learning, which allows both labeled and unlabeled data. The Yarowsky algorithm was an early example of such an algorithm. It uses the ‘One sense per collocation’ and the ‘One sense per discourse’ properties of human languages for word sense disambiguation. From observation, words tend to exhibit only one sense in most given discourse and