Sentence examples for labeled documents from inspiring English sources

There are five permanent folders inside the iDisk, labeled Documents, Movies, Pictures, Sites and Public.

In the supervised methods, we train the model trough a large number of labeled documents.

where the conditional probabilities can in turn be estimated through marginalization over labeled documents, (13).

Study comparatively (1) concept-based search, using documents pre-indexed by a conceptual hierarchy; (2) context-sensitive search, using structured, labeled documents; and (3) traditional full-text search.

A focus of the investigation is evaluating the extent to which good sentiment estimation performance can be achieved even if only relatively few labeled documents are available for training; thus we examine training sets which incorporate a range of numbers of labeled documents: nl = 50, 100, 150, 200, 300, 400, 600, 800, 1000.

Assume that the initial problem data consists of a corpus of n = nT + nS documents, where nT is the (small) number of labeled documents available for the target domain of interest and nS >> nT is the number of labeled documents from some related source domain; in addition, suppose that a modest lexicon Vl of sentiment-laden words is known.

Changing training and incentives for officials who review and label documents, for whom the safest course now is to overclassify.

Such a provision would give officials even greater incentive to label documents secret rather than risk their release.

One passage in the first article drew particular attention, revealing details like the unofficial stamp used by Mr. Cheney to label documents as secret, and the man-size safe he used to keep office papers.

These will be used when labeling documents, and can be changed in Windows settings later.

The baseline method used in this test trains a learner on the labeled source documents, then translates the target documents to the source language and tests the translated version.