NAACL
2010
13 years 9 months ago
2010
Out-of-vocabulary (OOV) words represent an important source of error in large vocabulary continuous speech recognition (LVCSR) systems. These words cause recognition failures, whi...
NAACL
2010
13 years 9 months ago
2010
This paper presents a direct word reordering model with novel syntax-based features for statistical machine translation. Reordering models address the problem of reordering source...
NAACL
2010
13 years 9 months ago
2010
Recently, relaxation approaches have been successfully used for MAP inference on NLP problems. In this work we show how to extend the relaxation approach to marginal inference use...
NAACL
2010
13 years 9 months ago
2010
NAACL
2010
13 years 9 months ago
2010
The class of Linear Inversion Transduction Grammars (LITGs) is introduced, and used to induce a word alignment over a parallel corpus. We show that alignment via Stochastic Bracke...
NAACL
2010
13 years 9 months ago
2010
This work incorporates Selectional Preferences (SP) into a Semantic Role (SR) Classification system. We learn separate selectional preferences for noun phrases and prepositional p...
NAACL
2010
13 years 9 months ago
2010
NAACL
2010
13 years 9 months ago
2010
We conduct a pilot study for task-oriented evaluation of Multiword Expression (MWE) in Statistical Machine Translation (SMT). We propose two different integration strategies for M...