From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification. CYCLADES: Conflict-free Asynchronous Machine Learning. Dataset and Neural Recurrent Sequence Labeling Model for Open-Domain Factoid Question Answering. End-to-end Optimized Image Compression. Astronomical image reconstruction with convolutional neural networks. D …

Voxelwise nonlinear regression toolbox for neuroimage analysis: Application to aging and neurodegenerative disease modeling. An End-to-End Architecture for Keyword Spotting and Voice Activity Detection. Learning Optimized Risk Scores. Programming with a Differentiable Forth Interpreter. Learning Where to Attend Like a Human Driver. Learning to Refi …

The ILMT-s2s Corpus ― A Multimodal Interlingual Map Task Corpus. Automatic Identification of Narrative Diegesis and Point of View. An Information Foraging Approach to Determining the Number of Relevant Features. Aligning Texts and Knowledge Bases with Semantic Sentence Simplification. DeepLife: An Entity-aware Search, Analytics and Exploration Pl …

Learning Distributed Word Representations For Bidirectional LSTM Recurrent Neural Network. Morphologically Annotated Corpora and Morphological Analyzers for Moroccan and Sanaani Yemeni Arabic. A Joint Model of Orthography and Morphological Segmentation. A Web-based Tool for the Integrated Annotation of Semantic and Syntactic Structures. LIMSI at Se …

Keynote Lecture 2: Neural (and other Machine Learning) Approaches to Text Normalization. Visualization of Dynamic Reference Graphs. Context Tailoring for Text Normalization. The Limits of Learning with Missing Data. Unsupervised Timeline Generation for Wikipedia History Articles. Tuning Bayes Baseline for Dialect Detection. Learning and Forecasting …