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» Decomposable Modeling in Natural Language Processing
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IJCNLP
2005
Springer
15 years 3 months ago
Regularisation Techniques for Conditional Random Fields: Parameterised Versus Parameter-Free
Recent work on Conditional Random Fields (CRFs) has demonstrated the need for regularisation when applying these models to real-world NLP data sets. Conventional approaches to regu...
Andrew Smith, Miles Osborne
IJCNLP
2005
Springer
15 years 3 months ago
Machine Translation Based on Constraint-Based Synchronous Grammar
This paper proposes a variation of synchronous grammar based on the formalism of context-free grammar by generalizing the first component of productions that models the source text...
Fai Wong, Dong-Cheng Hu, Yu-Hang Mao, Ming-Chui Do...
UML
2005
Springer
15 years 3 months ago
Capturing Common and Variable Design Aspects for Ubiquitous Computing with MB-UID
Developing user interfaces for ubiquitous environments is a challenging task. In such an environment, users can apply different devices to accomplish the same or different tasks. ...
Alexander Boedcher, Kizito Mukasa, Detlef Zuelke
FDL
2004
IEEE
15 years 1 months ago
A Formal Verification Approach for IP-based Designs
This paper proposes a formal verification methodology which is smoothly integrated with component-based system-level design, using a divide and conquer approach. The methodology a...
Daniel Karlsson, Petru Eles, Zebo Peng
IR
2010
14 years 8 months ago
Adapting boosting for information retrieval measures
Abstract We present a new ranking algorithm that combines the strengths of two previous methods: boosted tree classification, and LambdaRank, which has been shown to be empiricall...
Qiang Wu, Christopher J. C. Burges, Krysta Marie S...