Fiscal year July to the next 30 June and applies also to the budget. The company and personal financial year is 1 April to 31 March and applies to company and personal income tax. The Pakistani government's fiscal year is 1 July of the previous calendar year and concludes on 30 June. Private companies are free to observe their own accounting year, which may not be the same as government's fiscal year. In Portugal, the fiscal year is the calendar year, 1 January to 31 December. In Qatar, the fiscal year is from 1 January to 31 December. In Romania, the fiscal
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