| Disentangling Topic Models: A Cross-cultural Analysis of Personal Values through Words | Nov 1, 2016 | Dimensionality ReductionDocument Classification | —Unverified | 0 |
| Human versus Machine Attention in Document Classification: A Dataset with Crowdsourced Annotations | Nov 1, 2016 | Document ClassificationGeneral Classification | —Unverified | 0 |
| A Graph Degeneracy-based Approach to Keyword Extraction | Nov 1, 2016 | Document ClassificationInformation Retrieval | CodeCode Available | 0 |
| Convolutional Neural Network Language Models | Nov 1, 2016 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| A multi-task learning model for malware classification with useful file access pattern from API call sequence | Oct 19, 2016 | ClassificationDocument Classification | —Unverified | 0 |
| Semi-Supervised Classification with Graph Convolutional Networks | Sep 9, 2016 | Document ClassificationDrug Discovery | CodeCode Available | 1 |
| Hash2Vec, Feature Hashing for Word Embeddings | Aug 31, 2016 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Applying Naive Bayes Classification to Google Play Apps Categorization | Aug 30, 2016 | ClassificationDocument Classification | —Unverified | 0 |
| Learning Word Embeddings from Intrinsic and Extrinsic Views | Aug 20, 2016 | DescriptiveDocument Classification | —Unverified | 0 |
| WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia | Aug 11, 2016 | ArticlesDocument Classification | CodeCode Available | 0 |
| Recognizing the Absence of Opposing Arguments in Persuasive Essays | Aug 1, 2016 | Argument MiningDocument Classification | —Unverified | 0 |
| Unsupervised Document Classification with Informed Topic Models | Aug 1, 2016 | Active LearningClassification | —Unverified | 0 |
| A critique of word similarity as a method for evaluating distributional semantic models | Aug 1, 2016 | Document ClassificationNatural Language Inference | —Unverified | 0 |
| Sparsifying Word Representations for Deep Unordered Sentence Modeling | Aug 1, 2016 | Document ClassificationRepresentation Learning | —Unverified | 0 |
| Learning Monolingual Compositional Representations via Bilingual Supervision | Aug 1, 2016 | Cross-Lingual Document ClassificationCross-Lingual Transfer | —Unverified | 0 |
| Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization | Aug 1, 2016 | Dependency ParsingDocument Classification | —Unverified | 0 |
| Generative Topic Embedding: a Continuous Representation of Documents | Aug 1, 2016 | Document ClassificationTopic Models | CodeCode Available | 0 |
| MeTA: A Unified Toolkit for Text Retrieval and Analysis | Aug 1, 2016 | Document ClassificationInformation Retrieval | CodeCode Available | 0 |
| GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization | Aug 1, 2016 | Ad-Hoc Information RetrievalClustering | —Unverified | 0 |
| Learning Crosslingual Word Embeddings without Bilingual Corpora | Jun 30, 2016 | Bilingual Lexicon InductionCross-Lingual Document Classification | CodeCode Available | 0 |
| Active Discriminative Text Representation Learning | Jun 14, 2016 | Active LearningClassification | —Unverified | 0 |
| Generative Topic Embedding: a Continuous Representation of Documents (Extended Version with Proofs) | Jun 9, 2016 | Document ClassificationVariational Inference | CodeCode Available | 0 |
| Towards a Job Title Classification System | Jun 2, 2016 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Learning Cross-lingual Representations with Matrix Factorization | Jun 1, 2016 | Cross-Lingual Document ClassificationCross-Lingual Semantic Textual Similarity | —Unverified | 0 |
| Sentiment Lexicon Creation using Continuous Latent Space and Neural Networks | Jun 1, 2016 | Document ClassificationSentiment Analysis | —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 |
| 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 |
| 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 |
| ``Why Should I Trust You?'': Explaining the Predictions of Any Classifier | Jun 1, 2016 | Document ClassificationFeature Engineering | CodeCode Available | 0 |
| Hierarchical Attention Networks for Document Classification | Jun 1, 2016 | Citation Intent ClassificationClassification | CodeCode Available | 0 |
| openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit | May 22, 2016 | Document ClassificationEmotion Recognition | CodeCode Available | 0 |
| MultiVec: a Multilingual and Multilevel Representation Learning Toolkit for NLP | May 1, 2016 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Learning Thesaurus Relations from Distributional Features | May 1, 2016 | Document ClassificationRelation | —Unverified | 0 |
| Generalising the Discriminative Restricted Boltzmann Machine | Apr 6, 2016 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Revisiting Semi-Supervised Learning with Graph Embeddings | Mar 29, 2016 | Document ClassificationEntity Extraction using GAN | CodeCode Available | 1 |
| 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 |
| Word Co-occurrence Augmented Topic Model in Short Text | Dec 1, 2015 | Document ClassificationTopic Models | —Unverified | 0 |
| Self-Organizing Maps for Classification of a Multi-Labeled Corpus | Dec 1, 2015 | ClassificationDocument Classification | —Unverified | 0 |
| Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning | Oct 13, 2015 | Document ClassificationRepresentation Learning | CodeCode Available | 1 |
| 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 |
| In-depth annotation for patient level liver cancer staging | Sep 1, 2015 | Document Classification | —Unverified | 0 |
| Specializing Word Embeddings for Similarity or Relatedness | Sep 1, 2015 | Document ClassificationNamed Entity Recognition (NER) | —Unverified | 0 |
| Learning from LDA using Deep Neural Networks | Aug 5, 2015 | Document ClassificationGeneral Classification | —Unverified | 0 |
