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SPIRE
2005
Springer
16 years 4 days ago
Deriving TF-IDF as a Fisher Kernel
The Dirichlet compound multinomial (DCM) distribution has recently been shown to be a good model for documents because it captures the phenomenon of word burstiness, unlike standar...
Charles Elkan
SPIRE
2005
Springer
16 years 4 days ago
Classifying Sentences Using Induced Structure
In this article we will introduce a new approach (and several implementations) to the task of sentence classification, where pre-defined classes are assigned to sentences. This a...
Menno van Zaanen, Luiz Augusto Sangoi Pizzato, Die...
SIGIR
2004
ACM
16 years 2 days ago
User biased document language modelling
Capitalizing on the intuitive underlying assumptions of Language Modelling for Ad-Hoc Retrieval we present a novel approach that is capable of injecting the user’s context of th...
Leif Azzopardi, Mark Girolami, Cornelis Joost van ...
AIRS
2004
Springer
16 years 2 days ago
Applying CLIR Techniques to Event Tracking
Abstract. Cross-lingual event tracking from a very large number of information sources (thousands of Web sites, for example) is an open challenge. In this paper we investigate effe...
Nianli Ma, Yiming Yang, Monica Rogati
ARCS
2004
Springer
16 years 1 days ago
A Comparison of Parallel Programming Models of Network Processors
: Today’s network processor utilize parallel processing in order to cope with the traffic growth and wire-speed of current and future network technologies. In this paper, we stu...
Carsten Albrecht, Rainer Hagenau, Erik Maehle, And...