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» Domain Adaptation of Maximum Entropy Language Models
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ECBS
2004
IEEE
93views Hardware» more  ECBS 2004»
13 years 11 months ago
Domain Independent Generative Modeling
Model Integrated Computing employs domainspecific modeling languages for the design of Computer Based Systems and automatically generates their implementation. These system models...
Branislav Kusy, Ákos Lédeczi, Miklos...
ICDM
2007
IEEE
187views Data Mining» more  ICDM 2007»
14 years 2 months ago
A Comparative Study of Methods for Transductive Transfer Learning
The problem of transfer learning, where information gained in one learning task is used to improve performance in another related task, is an important new area of research. While...
Andrew Arnold, Ramesh Nallapati, William W. Cohen
ICASSP
2009
IEEE
14 years 2 months ago
Efficacy of a constantly adaptive language modeling technique for web-scale applications
In this paper, we describe CALM, a method for building statistical language models for the Web. CALM addresses several unique challenges dealing with the Web contents. First, CALM...
Kuansan Wang, Xiaolong Li
NAACL
2003
13 years 9 months ago
Supervised and unsupervised PCFG adaptation to novel domains
This paper investigates adapting a lexicalized probabilistic context-free grammar (PCFG) to a novel domain, using maximum a posteriori (MAP) estimation. The MAP framework is gener...
Brian Roark, Michiel Bacchiani
DKE
1998
87views more  DKE 1998»
13 years 7 months ago
Using Natural Language Sources in Model-Based Knowledge Acquisition
This paper introduces a well defined co-operation between domain expert, knowledge engineer, and knowledge acquisition and transformation tools. First, the domain expert supported...
Gabriele Schmidt, Thomas Wetter