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 is that similar senses occur in similar contexts, and thus senses can be induced from text by clustering word occurrences using some measure of similarity of context, a task referred to as word sense induction or discrimination. Then, new occurrences of the word can be classified into the closest induced clusters/senses. Performance has been lower than for the other methods described above, but comparisons are difficult since senses induced must be mapped to a known dictionary of word senses. If a mapping to a set of dictionary senses is not desired, cluster-based evaluations (including measures of entropy and purity) can