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 induction Word-sense induction In computational linguistics, word-sense induction (WSI) or discrimination is an open problem of natural language processing, which concerns the automatic identification of the senses of a word (i.e. meanings). Given that the output of word-sense induction is a set of senses for the target word (sense inventory), this task is strictly related to that of word-sense disambiguation (WSD), which relies on a predefined sense inventory and aims to solve the ambiguity of words in context. The output of a word-sense induction algorithm is a clustering of contexts in which the target word occurs or a clustering of words