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 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