148 citations · 781 across the 44 of their papers we have counts for
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cs.CL2001
Multidimensional Transformation-Based Learning
Radu Florian, Grace Ngai
This paper presents a novel method that allows a machine learning algorithm following the transformation-based learning paradigm \cite{brill95:tagging} to be applied to multiple cl…
cs.CL2001
Transformation-Based Learning in the Fast Lane
Grace Ngai, Radu Florian
Transformation-based learning has been successfully employed to solve many natural language processing problems. It achieves state-of-the-art performance on many natural language p…
cs.CL2001
Dynamic Nonlocal Language Modeling via Hierarchical Topic-Based Adaptation
Radu Florian, David Yarowsky
This paper presents a novel method of generating and applying hierarchical, dynamic topic-based language models. It proposes and evaluates new cluster generation, hierarchical smoo…