Publications

2017

  • Multimodal Classification for Analysing Social Media
    ECML-PKDD 2017

    Details

2016

2015

  • Rmixmod: The R Package of the Model-Based Unsupervised, Supervised, and Semi-Supervised Classification Mixmod Library
    Journal of Statistical Software

    Details PDF Code BibTeX

  • "The Sum of Its Parts": Joint Learning of Word and Phrase Representations with Autoencoders
    ICML DLW 2015

    Details PDF Dataset BibTeX

  • Phrase-based Image Captioning
    ICML 2015

    Details PDF Slides Video Code Dataset BibTeX In Press

  • N-gram-Based Low-Dimensional Representation for Document Classification
    ICLR Workshop 2015

    Details PDF BibTeX

  • Simple Image Description Generator via a Linear Phrase-Based Approach
    ICLR Workshop 2015

    Details PDF BibTeX

  • Rehabilitation of Count-based Models for Word Vector Representations
    CICLing 2015

    Details PDF Code BibTeX

2014

2013

  • Is deep learning really necessary for word embeddings?
    NIPS DLW 2013

    Details PDF BibTeX