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» Using Information Extraction to Improve Document Retrieval
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CIKM
2005
Springer
15 years 8 months ago
Using RankBoost to compare retrieval systems
This paper presents a new pooling method for constructing the assessment sets used in the evaluation of retrieval systems. Our proposal is based on RankBoost, a machine learning v...
Huyen-Trang Vu, Patrick Gallinari
AAAI
1994
15 years 8 months ago
Visual Semantics: Extracting Visual information from Text Accompanying Pictures
This research explores the interaction of textual and photographic information in document understanding. The problem of performing generalpurpose vision without apriori knowledge...
Rohini K. Srihari, Debra T. Burhans
CLEF
2004
Springer
16 years 1 days ago
Dublin City University at CLEF 2004: Experiments in Monolingual, Bilingual and Multilingual Retrieval
The Dublin City University group participated in the monolingual, bilingual and multilingual retrieval tasks this year. The main focus of our investigation this year was extending...
Gareth J. F. Jones, Michael Burke, John Judge, Ann...
IPM
2006
81views more  IPM 2006»
15 years 6 months ago
An implicit feedback approach for interactive information retrieval
Searchers can face problems finding the information they seek. One reason for this is that they may have difficulty devising queries to express their information needs. In this ar...
Ryen W. White, Joemon M. Jose, Ian Ruthven
SIGKDD
2010
146views more  SIGKDD 2010»
15 years 1 months ago
Latent semantic indexing (LSI) fails for TREC collections
The aim of latent semantic indexing (LSI) is to uncover the relationships between terms, hidden concepts, and documents. LSI uses the matrix factorization technique known as singu...
Avinash Atreya, Charles Elkan