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List of works by Ronan Collobert

A Parallel Mixture of SVMs for Very Large Scale Problems ⬇️

A parallel mixture of SVMs for very large scale problems

scientific article published in May 2002

A unified architecture for natural language processing: deep neural networks with multitask learning

scholarly article

Curriculum learning

scientific article published on 2009

Inference with the Universum

Large scale application of neural network based semantic role labeling for automated relation extraction from biomedical texts

scientific article

Learning structured embeddings of knowledge bases ⬇️

article

Learning to Segment Object Candidates ⬇️

Letter-Based Speech Recognition with Gated ConvNets

academic article

Natural Language Processing (almost) from Scratch ⬇️

Collobert et al. 2011

Polynomial Semantic Indexing ⬇️

scientific article published in January 2009

Supervised Semantic Indexing

scientific article published on 17 April 2009

Trading convexity for scalability

article published in 2006

Wav2Letter: an End-to-End ConvNet-based Speech Recognition System ⬇️

academic article

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