| Sentiment Lexicon Creation using Continuous Latent Space and Neural Networks | Jun 1, 2016 | Document ClassificationSentiment Analysis | —Unverified | 0 |
| UNIMELB at SemEval-2016 Tasks 4A and 4B: An Ensemble of Neural Networks and a Word2Vec Based Model for Sentiment Classification | Jun 1, 2016 | Document ClassificationLanguage Modeling | CodeCode Available | 0 |
| NRU-HSE at SemEval-2016 Task 4: Comparative Analysis of Two Iterative Methods Using Quantification Library | Jun 1, 2016 | Document ClassificationOpinion Mining | —Unverified | 0 |
| Hierarchical Attention Networks for Document Classification | Jun 1, 2016 | Citation Intent ClassificationClassification | CodeCode Available | 0 |
| ``Why Should I Trust You?'': Explaining the Predictions of Any Classifier | Jun 1, 2016 | Document ClassificationFeature Engineering | CodeCode Available | 0 |
| AI-KU at SemEval-2016 Task 11: Word Embeddings and Substring Features for Complex Word Identification | Jun 1, 2016 | Complex Word IdentificationDocument Classification | —Unverified | 0 |
| Learning Cross-lingual Representations with Matrix Factorization | Jun 1, 2016 | Cross-Lingual Document ClassificationCross-Lingual Semantic Textual Similarity | —Unverified | 0 |
| Using Linear Classifiers for the Automatic Triage of Posts in the 2016 CLPsych Shared Task | Jun 1, 2016 | Document ClassificationInformation Retrieval | —Unverified | 0 |
| openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit | May 22, 2016 | Document ClassificationEmotion Recognition | CodeCode Available | 0 |
| Learning Thesaurus Relations from Distributional Features | May 1, 2016 | Document ClassificationRelation | —Unverified | 0 |
| MultiVec: a Multilingual and Multilevel Representation Learning Toolkit for NLP | May 1, 2016 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Generalising the Discriminative Restricted Boltzmann Machine | Apr 6, 2016 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Multi-layer Representation Learning for Medical Concepts | Feb 17, 2016 | Document ClassificationMachine Translation | CodeCode Available | 0 |
| Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers | Feb 1, 2016 | ClassificationDocument Classification | —Unverified | 0 |
| Complex Decomposition of the Negative Distance kernel | Jan 5, 2016 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Self-Organizing Maps for Classification of a Multi-Labeled Corpus | Dec 1, 2015 | ClassificationDocument Classification | —Unverified | 0 |
| Word Co-occurrence Augmented Topic Model in Short Text | Dec 1, 2015 | Document ClassificationTopic Models | —Unverified | 0 |
| A Novel Approach to Document Classification using WordNet | Oct 4, 2015 | ClassificationDocument Classification | —Unverified | 0 |
| Hybrid Method of Semi-supervised Learning and Feature Weighted Learning for Domain Adaptation of Document Classification | Oct 1, 2015 | Document ClassificationDomain Adaptation | —Unverified | 0 |
| Sentiment Classification of Arabic Documents: Experiments with multi-type features and ensemble algorithms | Oct 1, 2015 | Document ClassificationGeneral Classification | —Unverified | 0 |
| A Comprehensive Filter Feature Selection for Improving Document Classification | Oct 1, 2015 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Text Classification into Abstract Classes Based on Discourse Structure | Sep 1, 2015 | ClassificationDocument Classification | —Unverified | 0 |
| Specializing Word Embeddings for Similarity or Relatedness | Sep 1, 2015 | Document ClassificationNamed Entity Recognition (NER) | —Unverified | 0 |
| In-depth annotation for patient level liver cancer staging | Sep 1, 2015 | Document Classification | —Unverified | 0 |
| Learning from LDA using Deep Neural Networks | Aug 5, 2015 | Document ClassificationGeneral Classification | —Unverified | 0 |
