Discriminative feature-based methods are widely used in natural language processing, but sentence parsing is still dominated by generative methods. While prior feature-based dynam...
Jenny Rose Finkel, Alex Kleeman, Christopher D. Ma...
We propose a fast batch learning method for linearchain Conditional Random Fields (CRFs) based on Newton-CG methods. Newton-CG methods are a variant of Newton method for high-dime...
Yuta Tsuboi, Yuya Unno, Hisashi Kashima, Naoaki Ok...
The Unified Modeling Language (UML) is considered as the lingua franca in software engineering. Despite various web modeling languages having emerged in the past decade, in the fie...
Manuel Wimmer, Andrea Schauerhuber, Wieland Schwin...
Natural language processing has been in existence for more than fifty years. During this time, it has significantly contributed to the field of human-computer interaction in terms...
As building large-scale software systems is complex, several software engineering paradigms have been devised. Agent oriented paradigm is one of the most predominant contributions...