Sciweavers

2164 search results - page 80 / 433
» Learning to rank for information retrieval
Sort
View
SIGIR
2002
ACM
15 years 5 months ago
Term-specific smoothing for the language modeling approach to information retrieval: the importance of a query term
This paper follows a formal approach to information retrieval based on statistical language models. By introducing some simple reformulations of the basic language modeling approa...
Djoerd Hiemstra
ECCV
2008
Springer
16 years 8 months ago
Output Regularized Metric Learning with Side Information
Distance metric learning has been widely investigated in machine learning and information retrieval. In this paper, we study a particular content-based image retrieval application ...
Wei Liu, Steven C. H. Hoi, Jianzhuang Liu
IRAL
2003
ACM
15 years 11 months ago
Learning bilingual translations from comparable corpora to cross-language information retrieval: hybrid statistics-based and lin
Recent years saw an increased interest in the use and the construction of large corpora. With this increased interest and awareness has come an expansion in the application to kno...
Fatiha Sadat, Masatoshi Yoshikawa, Shunsuke Uemura
ATAL
2007
Springer
15 years 10 months ago
A reinforcement learning based distributed search algorithm for hierarchical peer-to-peer information retrieval systems
The dominant existing routing strategies employed in peerto-peer(P2P) based information retrieval(IR) systems are similarity-based approaches. In these approaches, agents depend o...
Haizheng Zhang, Victor R. Lesser
ECIR
2006
Springer
15 years 7 months ago
Authoritative Re-ranking of Search Results
We examine the use of authorship information in information retrieval for closed communities by extracting expert rankings for queries. We demonstrate that these rankings can be us...
Toine Bogers, Antal van den Bosch