An Analysis of Deep Neural Network Models for Practical Applications. Column Networks for Collective Classification. Visualizing Large-scale and High-dimensional Data. Sentence Similarity Learning by Lexical Decomposition and Composition. MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition. A Convolutional Encoder Model for Neural …

Deep Multi-Task Learning with Shared Memory for Text Classification. Event participant modelling with neural networks. Predicting human similarity judgments with distributional models: The value of word associations.. Creating a Novel Geolocation Corpus from Historical Texts. IHS-RD-Belarus at SemEval-2016 Task 1: Multistage Approach for Measuring …