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FORTE
2007
15 years 8 months ago
Recovering Repetitive Sub-functions from Observations
This paper proposes an algorithm which, given a set of observations of an existing concurrent system that has repetitive subfunctions, constructs a Message Sequence Charts (MSC) gr...
Guy-Vincent Jourdan, Hasan Ural, Shen Wang, Hü...
UAI
2008
15 years 8 months ago
Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regression
Although fully generative models have been successfully used to model the contents of text documents, they are often awkward to apply to combinations of text data and document met...
David M. Mimno, Andrew McCallum
AAAI
2006
15 years 8 months ago
Opinion Extraction and Summarization on the Web
The Web has become an excellent source for gathering consumer opinions. There are now numerous Web sources containing such opinions, e.g., product reviews, forums, discussion grou...
Minqing Hu, Bing Liu
ACL
2004
15 years 8 months ago
Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency
We present a generative model for the unsupervised learning of dependency structures. We also describe the multiplicative combination of this dependency model with a model of line...
Dan Klein, Christopher D. Manning
AISM
2004
15 years 8 months ago
Computer Security Research: Approaches and Assumptions
Researchers, no matter their field, are faced with the problem of selecting an appropriate approach before conducting a study. The purpose of this paper is to provide an overview ...
Christopher Bolan, Daniel Mende