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IJCNLP
2004
Springer
14 years 1 months ago
Window-Based Method for Information Retrieval
In this paper, a series of window-based methods is proposed for information retrieval. Compared with traditional tf-idf model, our approaches are based on two new key notions. The ...
Qianli Jin, Jun Zhao, Bo Xu
JASIS
2010
121views more  JASIS 2010»
13 years 6 months ago
Linear time series models for term weighting in information retrieval
Common measures of term importance in information retrieval (IR) rely on counts of term frequency; rare terms receive higher weight in document ranking than common terms receive. ...
Miles Efron
ECIR
2009
Springer
14 years 5 months ago
A Comparative Study of Utilizing Topic Models for Information Retrieval
We explore the utility of different types of topic models for retrieval purposes. Based on prior work, we describe several ways that topic models can be integrated into the retrie...
Xing Yi, James Allan
IPM
2000
54views more  IPM 2000»
13 years 7 months ago
A probabilistic model of information retrieval: development and comparative experiments - Part 2
Karen Sparck Jones, Steve Walker, Stephen E. Rober...
ICASSP
2010
IEEE
13 years 8 months ago
Information retrieval methods for automatic speech recognition
In this paper, we use information retrieval (IR) techniques to improve a speech recognition (ASR) system. The potential benefits include improved speed, accuracy, and scalability...
Xiaoqiang Xiao, Jasha Droppo, Alex Acero