Projects

Oyoty

Powering Online Children Safety with AI.

PriBot

A Chatbot for Question Answering around Privacy Policies.

Rmixmod

R software for supervised, unsupervised and semi-Supervised classification with MIXture MODelling.

Taxonomy3

Discover & validate proprietary drug targets using human genetic data.

Selected Publications

A conditional neural language model for concept-to-text generation that scales to large, rich domains.
EMNLP 2016

A bilinear model, coupled with a simple language model, for image captioning.
ICML 2015

Recent Publications

More Publications

    280 Birds with One Stone: Inducing Multilingual Taxonomies from Wikipedia Using Character-level Classification
    AAAI 2018

    Details PDF

    Taxonomy Induction using Hypernym Subsequences
    CIKM 2017

    Details PDF

    Multimodal Classification for Analysing Social Media
    ECML-PKDD 2017

    Details PDF

    Neural Text Generation from Structured Data with Application to the Biography Domain
    EMNLP 2016

    Details PDF Slides Video Dataset BibTeX

    Word Embeddings for Natural Language Processing
    EPFL PhD Thesis

    Details PDF BibTeX

    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

Invited Talks

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