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» Learning Generative Models via Discriminative Approaches
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CAISE
2007
Springer
15 years 6 months ago
Modeling Ubiquitous Business Process Driven Applications
This paper presents a model driven approach for the generation of business process driven web applications within the context of ubiquitous environments. For this reason, we have t...
Victoria Torres, Pau Giner, Vicente Pelechano
110
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EMNLP
2010
14 years 10 months ago
Multi-Level Structured Models for Document-Level Sentiment Classification
In this paper, we investigate structured models for document-level sentiment classification. When predicting the sentiment of a subjective document (e.g., as positive or negative)...
Ainur Yessenalina, Yisong Yue, Claire Cardie
130
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UAI
2001
15 years 2 months ago
Markov Chain Monte Carlo using Tree-Based Priors on Model Structure
We present a general framework for defining priors on model structure and sampling from the posterior using the Metropolis-Hastings algorithm. The key ideas are that structure pri...
Nicos Angelopoulos, James Cussens
148
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COLING
2010
14 years 7 months ago
Learning Summary Content Units with Topic Modeling
In the field of multi-document summarization, the Pyramid method has become an important approach for evaluating machine-generated summaries. The method is based on the manual ann...
Leonhard Hennig, Ernesto William De Luca, Sahin Al...
FATES
2003
Springer
15 years 5 months ago
Auto-generating Test Sequences Using Model Checkers: A Case Study
Use of model-checking approaches for test generation from requirement models have been proposed by several researchers. These approaches leverage the witness (or counter-example) ...
Mats Per Erik Heimdahl, Sanjai Rayadurgam, Willem ...