Fiscal transparency Industries Transparency Initiative (EITI)<br> • Government finance statistics (GFS) 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
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