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» A General Language Model for Information Retrieval
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CLEF
2003
Springer
15 years 10 months ago
ITC-irst at CLEF 2003: Monolingual, Bilingual, and Multilingual Information Retrieval
This paper reports on the participation of ITC-irst in the Cross Language Evaluation Forum 2003; in particular, in the monolingual, bilingual, small multilingual, and spoken docum...
Nicola Bertoldi, Marcello Federico
CIKM
2005
Springer
15 years 11 months ago
Discretization based learning approach to information retrieval
We approached the problem as learning how to order documents by estimated relevance with respect to a user query. Our support vector machines based classifier learns from the rele...
Dmitri Roussinov, Weiguo Fan, Fernando A. Das Neve...
CIKM
2008
Springer
15 years 7 months ago
A latent variable model for query expansion using the hidden markov model
We propose a novel probabilistic method based on the Hidden Markov Model (HMM) to learn the structure of a Latent Variable Model (LVM) for query language modeling. In the proposed...
Qiang Huang, Dawei Song
IRI
2007
IEEE
15 years 11 months ago
ModelML: a Markup Language for Automatic Model Synthesis
Domain-specific modeling has become a popular way of designing and developing systems. It generally involves a systematic use of a set of object-oriented models to represent vari...
Cong Zhang, Amol Bakshi, Viktor K. Prasanna
SIGIR
2010
ACM
15 years 9 months ago
Cross-language retrieval using link-based language models
We propose a cross-language retrieval model that is solely based on Wikipedia as a training corpus. The main contri
Benjamin Roth, Dietrich Klakow