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SIGIR
2011
ACM
14 years 9 months ago
When documents are very long, BM25 fails!
We reveal that the Okapi BM25 retrieval function tends to overly penalize very long documents. To address this problem, we present a simple yet effective extension of BM25, namel...
Yuanhua Lv, ChengXiang Zhai
LREC
2008
105views Education» more  LREC 2008»
15 years 8 months ago
Combining Terminology Resources and Statistical Methods for Entity Recognition: an Evaluation
Terminologies and other knowledge resources are widely used to aid entity recognition in specialist domain texts. As well as providing lexicons of specialist terms, linkage from t...
Angus Roberts, Robert Gaizasukas, Mark Hepple, Yik...
JMLR
2010
161views more  JMLR 2010»
15 years 1 months ago
Dual Averaging Methods for Regularized Stochastic Learning and Online Optimization
We consider regularized stochastic learning and online optimization problems, where the objective function is the sum of two convex terms: one is the loss function of the learning...
Lin Xiao
DAC
2008
ACM
16 years 8 months ago
Bounded-lifetime integrated circuits
Integrated circuits with bounded lifetimes can have many business advantages. We give some simple examples of m ods to enforce tunable expiration dates for chips using nanom reliab...
Puneet Gupta, Andrew B. Kahng
WWW
2004
ACM
16 years 7 months ago
Computing personalized pageranks
A recently published approach to adaptive page rank, using the solution of quadratic optimization methods with a set of simple constraints [3], is modified to permit classificatio...
Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchn...