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 be performed. Alternatively, word sense induction methods can be tested and compared within an application. For instance, it has been shown that word sense induction improves Web search result clustering by increasing the quality of result clusters and the degree diversification of result lists. It is hoped that unsupervised learning will overcome the knowledge acquisition bottleneck because they are not dependent on manual effort. Other approaches may vary differently in their methods: The knowledge acquisition bottleneck is perhaps the major impediment to solving the WSD problem. Unsupervised methods rely on knowledge about word senses, which is barely formulated in dictionaries