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 way that reflects (and also has helped to shape) the innate ability provided by the brain's neural networks. In computer science and the information technology that it enables, it has been a long-term challenge to develop the ability in computers to do natural language processing and machine learning. A rich variety of techniques have been researched, from dictionary-based methods that use the knowledge encoded in lexical resources, to supervised machine learning methods in which a classifier is trained for each distinct word on a corpus of manually sense-annotated examples, to completely unsupervised methods that cluster occurrences of words, thereby inducing