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 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