Bureau of the Fiscal Service Bureau of the Fiscal Service The Bureau of the Fiscal Service (Fiscal Service) is a bureau of the U.S. Department of the Treasury, an agency of the United States federal government. The mission of the Fiscal Service is to promote the financial integrity and operational efficiency of the U.S. government through exceptional accounting, financing, collections, payments, and shared services. Their vision is to transform financial management and the delivery of shared services in the federal government. They collaborate with and help other government organizations raise the level of their performance by utilizing modern business practices and emerging technology for federal
Word-sense disambiguation space. However, these supervised methods are subject to a new knowledge acquisition bottleneck since they rely on substantial amounts of manually sense-tagged corpora for training, which are laborious and expensive to create. Because of the lack of training data, many word sense disambiguation algorithms use semi-supervised learning, which allows both labeled and unlabeled data. The Yarowsky algorithm was an early example of such an algorithm. It uses the ‘One sense per collocation’ and the ‘One sense per discourse’ properties of human languages for word sense disambiguation. From observation, words tend to exhibit only one sense in most given discourse and