Linear classifier
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Publications (25)

1Multilingual Transliteration Using Feature based Phonetic Methodthe IPA. 2) Training a linear classifier using the Winnow algorithm: A linear classifier is trained using the training...

2Learning Predictive Structures for Semantic Role Labeling of NomBank2007  Chang Liu,Hwee Tou NgASO in Sections 2 and 3 respectively. The baseline linear classifier is described in detail in Section 4, followed by the...

3CrossLanguage Text Classification Using Structural Correspondence Learning2010  Peter Prettenhofer,Benno Steinand other words w, w 6∈ {wS , wT } is modeled by a linear classifier, which then is used as a languageindependent predictor...

4Biographies, Bollywood, Boomboxes and Blenders: Domain Adaptation for Sentiment Classificationset of a possibly different domain. The baseline is a linear classifier trained without adaptation, while the gold standard...

5Multimodal DBN for Predicting HighQuality Answers in cQA portalslearned by the network is used as input features for a linear classifier. Extensive experimental results conducted on two cQA...

6splitSVM: Fast, SpaceEfficient, nonHeuristic, Polynomial Kernel Computation for NLP Applications2008  Yoav Goldberg,Elhadad, Michaeltraining samples. The basic SVM formulation is of a linear classifier, but by introducing a kernel function K that nonlinearly...

7DataDefined Kernels for Parse Reranking Derived from Probabilistic Models2005  James B. Henderson,Ivan Titovposteriori (MAP) classifier). There is guaranteed to be a linear classifier for the derived kernel which performs at least as well...

8Modeling Commonality among Related Classes in Relation Extractionwe will first introduce the perceptron algorithm in linear classifier learning, followed by the hierarchical learning strategy...

9Active Sample Selection for Named Entity Transliteration2008  Dan Goldwasser,Dan Rothprocess of the NE in the target language. We use a linear classifier trained with a regularized perceptron update rule (Grove...

10Fast Methods for KernelBased Text Analysis2003  Taku Kudo,Yuji Matsumotoconvert a kernelbased classifier into a simple and fast linear classifier. Experimental results on English BaseNP Chunking, Japanese...