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» A General Language Model for Information Retrieval
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CLEF
2003
Springer
15 years 7 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 7 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 3 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 8 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 5 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