Text Classification

The Role of Context in Neural Morphological Disambiguation COLING 2016 Understanding the Lexical Simplification Needs of Non-Native Speakers of English COLING 2016 User Classification with Multiple Textual Perspectives COLING 2016 Using Argument Mining to Assess the Argumentation Quality of Essays COLING 2016 UTCNN: a Deep Learning Model of Stance Classification on Social Media Text COLING 2016 WISDOM X, DISAANA and D-SUMM: Large-scale NLP Systems for Analyzing Textual Big Data COLING 2016 Word Segmentation in Sanskrit Using Path Constrained Random Walks COLING 2016 Character-level Convolutional Networks for Text Classification NeurIPS 2015 Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding NeurIPS 2015 Altitude Training: Strong Bounds for Single-Layer Dropout NeurIPS 2014 A Multiplicative Model for Learning Distributed Text-Based Attribute Representations NeurIPS 2014 Analysis of Variational Bayesian Latent Dirichlet Allocation: Weaker Sparsity Than MAP NeurIPS 2014 An Autoencoder Approach to Learning Bilingual Word Representations NeurIPS 2014 A provable SVD-based algorithm for learning topics in dominant admixture corpus NeurIPS 2014 Latent Support Measure Machines for Bag-of-Words Data Classification NeurIPS 2014 Learning a Concept Hierarchy from Multi-labeled Documents NeurIPS 2014 Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion NeurIPS 2013 A Deep Architecture for Matching Short Texts NeurIPS 2013 A Fast Approximate AIB Algorithm for Distributional Word Clustering CVPR 2013 A Novel Two-Step Method for Cross Language Representation Learning NeurIPS 2013 Compressive Feature Learning NeurIPS 2013 Documents as multiple overlapping windows into grids of counts NeurIPS 2013 Dropout Training as Adaptive Regularization NeurIPS 2013 Gibbs Max-Margin Topic Models with Fast Sampling Algorithms ICML 2013 Learning from Human-Generated Lists ICML 2013