Natural language understanding systems require a knowledge base provided with conceptual representations reflecting the structure of human beings' cognitive system. Although ...
Many approaches to active learning involve periodically training one classifier and choosing data points with the lowest confidence. An alternative approach is to periodically cho...
Business applications of data mining in marketing often focus on use of predictive models to classify customer events such as acquisition, sales of products and services or custom...
We present the main outcomes of the COREA project: a corpus annotated with coreferential relations and a coreference resolution system for Dutch. We discuss the annotation of the ...
Iris Hendrickx, Gosse Bouma, Frederik Coppens, Wal...
The notion of algorithmic stability has been used effectively in the past to derive tight generalization bounds. A key advantage of these bounds is that they are designed for spec...