Fiscal transparency Fiscal transparency Fiscal transparency refers to the publication of information on how governments raise, spend, and manage public resources. More specifically, it means publication of high quality information on how governments raise taxes, borrow, spend, invest, and manage public assets and liabilities. Fiscal transparency includes public reporting on the past, present, and future state of public finances. Fiscal policies have critical impacts on economic, social and environmental outcomes in all countries at all levels of development. Fiscal transparency is sometimes used synonymously with budget transparency. However, fiscal transparency is in principle wider than budget transparency. It includes all public assets,
Word-sense disambiguation sets, sense inventories, and knowledge resources adopted. Before the organization of specific evaluation campaigns most systems were assessed on in-house, often small-scale, data sets. In order to test one's algorithm, developers should spend their time to annotate all word occurrences. And comparing methods even on the same corpus is not eligible if there is different sense inventories. In order to define common evaluation datasets and procedures, public evaluation campaigns have been organized. Senseval (now renamed SemEval) is an international word sense disambiguation competition, held every three years since 1998: Senseval-1 (1998), Senseval-2 (2001), Senseval-3 (2004), and its successor, SemEval (2007).