| Joint Mention Extraction and Classification with Mention Hypergraphs | Sep 1, 2015 | ClassificationCoreference Resolution | —Unverified | 0 |
| Co-Training for Topic Classification of Scholarly Data | Sep 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Comparing Word Representations for Implicit Discourse Relation Classification | Sep 1, 2015 | ClassificationFeature Engineering | —Unverified | 0 |
| Learning Relationship between Authors' Activity and Sentiments: A case study of online medical forums | Sep 1, 2015 | General ClassificationOpinion Mining | —Unverified | 0 |
| Learning a Deep Hybrid Model for Semi-Supervised Text Classification | Sep 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Bridging the gap between sign language machine translation and sign language animation using sequence classification | Sep 1, 2015 | General ClassificationMachine Translation | —Unverified | 0 |
| Classification of Lexical Collocation Errors in the Writings of Learners of Spanish | Sep 1, 2015 | General Classification | —Unverified | 0 |
| A New Approach to Automated Text Readability Classification based on Concept Indexing with Integrated Part-of-Speech n-gram Features | Sep 1, 2015 | General Classification | —Unverified | 0 |
| Automatic Classification of WordNet Morphosemantic Relations | Sep 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Classification of deceptive opinions using a low dimensionality representation | Sep 1, 2015 | ClassificationDeception Detection | —Unverified | 0 |
| Fine-Grained Sentiment Analysis for Movie Reviews in Bulgarian | Sep 1, 2015 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Adverse Drug Event classification of health records using dictionary based pre-processing and machine learning | Sep 1, 2015 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Classification of Attributes in a Natural Language Query into Different SQL Clauses | Sep 1, 2015 | General ClassificationQuestion Answering | —Unverified | 0 |
| JEAM: A Novel Model for Cross-Domain Sentiment Classification Based on Emotion Analysis | Sep 1, 2015 | Domain AdaptationEmotion Recognition | —Unverified | 0 |
| Document Modeling with Gated Recurrent Neural Network for Sentiment Classification | Sep 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification | Sep 1, 2015 | General ClassificationLanguage Modelling | —Unverified | 0 |
| Sensor-Type Classification in Buildings | Sep 1, 2015 | ClassificationEnsemble Learning | —Unverified | 0 |
| Measuring `Registerness' in Human and Machine Translation: A Text Classification Approach | Sep 1, 2015 | General ClassificationMachine Translation | —Unverified | 0 |
| Text Classification into Abstract Classes Based on Discourse Structure | Sep 1, 2015 | ClassificationDocument Classification | —Unverified | 0 |
| Sentiment Classification via a Response Recalibration Framework | Sep 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| More Features Are Not Always Better: Evaluating Generalizing Models in Incident Type Classification of Tweets | Sep 1, 2015 | General ClassificationSemantic Textual Similarity | —Unverified | 0 |
| Social Media Text Classification under Negative Covariate Shift | Sep 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Temporal Relation Classification using a Model of Tense and Aspect | Sep 1, 2015 | General ClassificationRelation | —Unverified | 0 |
| Semantically Enriched Models for Modal Sense Classification | Sep 1, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| X-TREPAN: a multi class regression and adapted extraction of comprehensible decision tree in artificial neural networks | Aug 30, 2015 | General Classificationregression | —Unverified | 0 |
| Encrypted statistical machine learning: new privacy preserving methods | Aug 27, 2015 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Gaussian Mixture Models with Component Means Constrained in Pre-selected Subspaces | Aug 26, 2015 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Component-Enhanced Chinese Character Embeddings | Aug 26, 2015 | General Classificationtext-classification | —Unverified | 0 |
| Towards universal neural nets: Gibbs machines and ACE | Aug 26, 2015 | Density EstimationGeneral Classification | CodeCode Available | 0 |
| Multiple kernel multivariate performance learning using cutting plane algorithm | Aug 25, 2015 | General Classification | —Unverified | 0 |
| Exemplar Based Deep Discriminative and Shareable Feature Learning for Scene Image Classification | Aug 21, 2015 | General Classificationimage-classification | —Unverified | 0 |
| Histogram of gradients of Time-Frequency Representations for Audio scene detection | Aug 20, 2015 | General ClassificationScene Classification | —Unverified | 0 |
| The ABACOC Algorithm: a Novel Approach for Nonparametric Classification of Data Streams | Aug 20, 2015 | General Classification | —Unverified | 0 |
| Semi-supervised Learning with Regularized Laplacian | Aug 20, 2015 | General Classification | —Unverified | 0 |
| Mining Brain Networks using Multiple Side Views for Neurological Disorder Identification | Aug 19, 2015 | Diagnosticfeature selection | —Unverified | 0 |
| Fault Diagnosis of Helical Gear Box using Large Margin K-Nearest Neighbors Classifier using Sound Signals | Aug 19, 2015 | DescriptiveFault Diagnosis | —Unverified | 0 |
| Supervised learning of sparse context reconstruction coefficients for data representation and classification | Aug 18, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Low Rank Representation on Riemannian Manifold of Square Root Densities | Aug 18, 2015 | ClusteringGeneral Classification | —Unverified | 0 |
| Owl and Lizard: Patterns of Head Pose and Eye Pose in Driver Gaze Classification | Aug 17, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Molding CNNs for text: non-linear, non-consecutive convolutions | Aug 17, 2015 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Causal Decision Trees | Aug 16, 2015 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path | Aug 15, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Fisher Vectors Meet Neural Networks: A Hybrid Classification Architecture | Aug 15, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Beat-Event Detection in Action Movie Franchises | Aug 15, 2015 | ClassificationEvent Detection | —Unverified | 0 |
| Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data | Aug 14, 2015 | General Classificationimage-classification | —Unverified | 0 |
| Neyman-Pearson Classification under High-Dimensional Settings | Aug 13, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Normalized Hierarchical SVM | Aug 11, 2015 | General Classification | —Unverified | 0 |
| Model-based SIR for dimension reduction | Aug 10, 2015 | Dimensionality ReductionGeneral Classification | —Unverified | 0 |
| Deep Boosting: Joint Feature Selection and Analysis Dictionary Learning in Hierarchy | Aug 8, 2015 | ClassificationDictionary Learning | —Unverified | 0 |
| Mismatch in the Classification of Linear Subspaces: Sufficient Conditions for Reliable Classification | Aug 7, 2015 | ClassificationGeneral Classification | —Unverified | 0 |