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    » Semiautomatic Labelling of Semantic Features
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    ACL
    2004
    92views Computational Linguistics» more  ACL 2004»
    FLSA: Extending Latent Semantic Analysis with Features for Dialogue Act Classification
    13 years 9 months ago
    FLSA: Extending Latent Semantic Analysis with Features for Dialogue Act Classification
    Download  acl.ldc.upenn.edu
    We discuss Feature Latent Semantic Analysis (FLSA), an extension to Latent Semantic Analysis (LSA). LSA is a statistical method that is ordinarily trained on words only; FLSA adds...
    Riccardo Serafin, Barbara Di Eugenio
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    CVPR
    2008
    IEEE
    233views Computer Vision» more  CVPR 2008»
    Latent topic random fields: Learning using a taxonomy of labels
    14 years 9 months ago
    Latent topic random fields: Learning using a taxonomy of labels
    Download  www.cs.toronto.edu
    An important problem in image labeling concerns learning with images labeled at varying levels of specificity. We propose an approach that can incorporate images with labels drawn...
    Xuming He, Richard S. Zemel
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    WEBI
    2009
    Springer
    204views Internet Technology» more  WEBI 2009»
    Social Semantics and Its Evaluation by Means of Semantic Relatedness and Open Topic Models
    14 years 2 months ago
    Social Semantics and Its Evaluation by Means of Semantic Relatedness and Open Topic Models
    Download  www.ulliwaltinger.de
    —This paper presents an approach using social semantics for the task of topic labelling by means of Open Topic Models. Our approach utilizes a social ontology to create an alignm...
    Ulli Waltinger, Alexander Mehler
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    ACL
    2007
    141views Computational Linguistics» more  ACL 2007»
    Fast Semantic Extraction Using a Novel Neural Network Architecture
    13 years 9 months ago
    Fast Semantic Extraction Using a Novel Neural Network Architecture
    Download  ronan.collobert.com
    We describe a novel neural network architecture for the problem of semantic role labeling. Many current solutions are complicated, consist of several stages and handbuilt features...
    Ronan Collobert, Jason Weston
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    COLING
    2008
    133views Computational Linguistics» more  COLING 2008»
    Semantic Role Assignment for Event Nominalisations by Leveraging Verbal Data
    13 years 9 months ago
    Semantic Role Assignment for Event Nominalisations by Leveraging Verbal Data
    Download  nlp.stanford.edu
    This paper presents a novel approach to the task of semantic role labelling for event nominalisations, which make up a considerable fraction of predicates in running text, but are...
    Sebastian Padó, Marco Pennacchiotti, Caroli...
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