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LREC
2008
115views Education» more  LREC 2008»
15 years 5 months ago
Experiments on Processing Overlapping Parallel Corpora
The number and sizes of parallel corpora keep growing, which makes it necessary to have automatic methods of processing them: combining, checking and improving corpora quality, et...
Mark Fishel, Heiki Jaan Kaalep
SDM
2008
SIAM
256views Data Mining» more  SDM 2008»
15 years 5 months ago
Graph Mining with Variational Dirichlet Process Mixture Models
Graph data such as chemical compounds and XML documents are getting more common in many application domains. A main difficulty of graph data processing lies in the intrinsic high ...
Koji Tsuda, Kenichi Kurihara
ANLP
1997
186views more  ANLP 1997»
15 years 5 months ago
Software Infrastructure for Natural Language Processing
We classify and review current approaches to software infrastructure for research, development and delivery of NLP systems. The task is motivated by a discussion of current trends...
Hamish Cunningham, Kevin Humphreys, Robert J. Gaiz...
CORR
2010
Springer
175views Education» more  CORR 2010»
15 years 4 months ago
Incorporating Side Information in Probabilistic Matrix Factorization with Gaussian Processes
Probabilistic matrix factorization (PMF) is a powerful method for modeling data associated with pairwise relationships, finding use in collaborative filtering, computational biolo...
Ryan Prescott Adams, George E. Dahl, Iain Murray
KES
2010
Springer
15 years 2 months ago
Visualization and Language Processing for Supporting Analysis across the Biomedical Literature
Finding relevant publications in the large and rapidly growing body of biomedical literature is challenging. Search queries on PubMed often return thousands of publications and it ...
Carsten Görg, Hannah J. Tipney, Karin Verspoo...