Fiscal year 1 January to 31 December. In Hong Kong, the government's financial year runs from 1 April to 31 March. In India, the government's financial year runs from 1 April to 31 March. It is abbreviated as a FY. Companies following the Indian Depositary Receipt (IDR) are given freedom to choose their financial year. For example, Standard Chartered's IDR follows the UK calendar despite being listed in India. Companies following Indian fiscal year get to know their economical health on 31 March of every Indian financial or fiscal year. The current fiscal year was adopted by the colonial British government in
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