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CLEF
2010
Springer
15 years 1 months ago
UPMC/LIP6 at ImageCLEFannotation 2010
In this paper, we present the LIP6 annotation models for the ImageCLEFannotation 2010 task. We study two methods to train and merge the results of different classifiers in order to...
Ali Fakeri-Tabrizi, Sabrina Tollari, Nicolas Usuni...
124
Voted
ML
2010
ACM
141views Machine Learning» more  ML 2010»
14 years 11 months ago
Relational retrieval using a combination of path-constrained random walks
Scientific literature with rich metadata can be represented as a labeled directed graph. This graph representation enables a number of scientific tasks such as ad hoc retrieval o...
Ni Lao, William W. Cohen
57
Voted
FLAIRS
1998
15 years 1 months ago
A Learner with a Sense for Quality
Atext understandingsystemwith learning capabilities is presented.Newconceptsare acquiredbyincorporating twokindsof evidence- knowledgeaboutlinguistic constructionsin whichunknownl...
Udo Hahn, Klemens Schnattinger
100
Voted
INLG
2010
Springer
14 years 10 months ago
Named Entity Generation Using Sampling-based Structured Prediction
The problem of Named Entity Generation is expressed as a conditional probability model over a structured domain. By defining a factor-graph model over the mentions of a text, we o...
Guillaume Bouchard
TIP
2008
185views more  TIP 2008»
14 years 12 months ago
Active Learning Methods for Interactive Image Retrieval
Active learning methods have been considered with increased interest in the statistical learning community. Initially developed within a classification framework, a lot of extensio...
Philippe Henri Gosselin, Matthieu Cord