| Documents as multiple overlapping windows into grids of counts | Dec 1, 2013 | Document ClassificationRetrieval | —Unverified | 0 |
| Word similarity using constructions as contextual features | Nov 1, 2013 | Document ClassificationSemantic Textual Similarity | —Unverified | 0 |
| Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization | Oct 8, 2013 | Document ClassificationHyperspectral Unmixing | —Unverified | 0 |
| Semi-Supervised Representation Learning for Cross-Lingual Text Classification | Oct 1, 2013 | ClassificationDocument Classification | —Unverified | 0 |
| Centering Similarity Measures to Reduce Hubs | Oct 1, 2013 | Document ClassificationInformation Retrieval | —Unverified | 0 |
| Using Crowdsourcing to get Representations based on Regular Expressions | Oct 1, 2013 | Document ClassificationSentiment Analysis | —Unverified | 0 |
| Word Level Language Identification in Online Multilingual Communication | Oct 1, 2013 | Document ClassificationLanguage Identification | —Unverified | 0 |
| Semantic Na\" Bayes Classifier for Document Classification | Oct 1, 2013 | ClassificationDocument Classification | —Unverified | 0 |
| Modeling Documents with Deep Boltzmann Machines | Sep 26, 2013 | Document ClassificationGeneral Classification | —Unverified | 0 |
| More than Bag-of-Words: Sentence-based Document Representation for Sentiment Analysis | Sep 1, 2013 | Document ClassificationSentence | —Unverified | 0 |
| An Evaluation Summary Method Based on a Combination of Content and Linguistic Metrics | Sep 1, 2013 | Document Classification | —Unverified | 0 |
| Teaching the Basics of NLP and ML in an Introductory Course to Information Science | Aug 1, 2013 | Document ClassificationSentiment Analysis | —Unverified | 0 |
| Temporal classification for historical Romanian texts | Aug 1, 2013 | ClassificationDocument Classification | —Unverified | 0 |
| A Semi-supervised Approach for Natural Language Call Routing | Aug 1, 2013 | Document ClassificationInformation Retrieval | —Unverified | 0 |
| Dropout Training as Adaptive Regularization | Jul 4, 2013 | Document Classification | —Unverified | 0 |
| UMBC\_EBIQUITY-CORE: Semantic Textual Similarity Systems | Jun 1, 2013 | Document ClassificationImage Retrieval | —Unverified | 0 |
| Generalized Bregman Divergence and Gradient of Mutual Information for Vector Poisson Channels | Jan 28, 2013 | Compressive SensingDocument Classification | —Unverified | 0 |
| Mapping Arabic Wikipedia into the Named Entities Taxonomy | Dec 1, 2012 | Document Classification | —Unverified | 0 |
| Efficient Discrimination Between Closely Related Languages | Dec 1, 2012 | Document ClassificationLanguage Identification | —Unverified | 0 |
| Topic Modeling-based Domain Adaptation for System Combination | Dec 1, 2012 | Document ClassificationDomain Adaptation | —Unverified | 0 |
| Keyphrase Extraction in Scientific Articles: A Supervised Approach | Dec 1, 2012 | ArticlesDocument Classification | —Unverified | 0 |
| Attribute based Chinese Named Entity Recognition and Disambiguation | Dec 1, 2012 | AttributeChinese Named Entity Recognition | —Unverified | 0 |
| Robust Learning in Random Subspaces: Equipping NLP for OOV Effects | Dec 1, 2012 | Document ClassificationPart-Of-Speech Tagging | —Unverified | 0 |
| Inducing Crosslingual Distributed Representations of Words | Dec 1, 2012 | Document ClassificationMachine Translation | —Unverified | 0 |
| Classification of Interviews - A Case Study on Cancer Patients | Dec 1, 2012 | ClassificationDocument Classification | —Unverified | 0 |
| Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models | Dec 1, 2012 | Decision MakingDocument Classification | —Unverified | 0 |
| Annotation Scheme for Constructing Sentiment Corpus in Korean | Nov 1, 2012 | Document ClassificationQuestion Answering | —Unverified | 0 |
| Improving Word Representations via Global Context and Multiple Word Prototypes | Jul 1, 2012 | Document ClassificationInformation Retrieval | —Unverified | 0 |
| Exploring Topic Coherence over Many Models and Many Topics | Jul 1, 2012 | Document ClassificationInformation Retrieval | CodeCode Available | 0 |
| Information-theoretic Multi-view Domain Adaptation | Jul 1, 2012 | Document ClassificationDomain Adaptation | —Unverified | 0 |
| Taxonomy Induction Using Hierarchical Random Graphs | Jun 1, 2012 | Document ClassificationNatural Language Inference | —Unverified | 0 |
| Effacement de dimensions de similarit\'e textuelle pour l'exploration de collections de rapports d'incidents a\'eronautiques (Deletion of dimensions of textual similarity for the exploration of collections of accident reports in aviation) [in French] | Jun 1, 2012 | Document Classification | —Unverified | 0 |
| Irregularity Detection in Categorized Document Corpora | May 1, 2012 | ArticlesDocument Classification | —Unverified | 0 |
| Assessing Divergence Measures for Automated Document Routing in an Adaptive MT System | May 1, 2012 | Document ClassificationMachine Translation | —Unverified | 0 |
| Bootstrapping Sentiment Labels For Unannotated Documents With Polarity PageRank | May 1, 2012 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Linguistic Resources for Handwriting Recognition and Translation Evaluation | May 1, 2012 | Document ClassificationHandwriting Recognition | —Unverified | 0 |
| Experiments on Hybrid Corpus-Based Sentiment Lexicon Acquisition | Apr 1, 2012 | Document ClassificationQuestion Answering | —Unverified | 0 |
| Collective Classification of Textual Documents by Guided Self-Organization in T-Cell Cross-Regulation Dynamics | Feb 4, 2011 | ArticlesBinary Classification | —Unverified | 0 |
| Reverse Multi-Label Learning | Dec 1, 2010 | ClassificationDocument Classification | —Unverified | 0 |
| Efficient Optimization for Discriminative Latent Class Models | Dec 1, 2010 | ClusteringDimensionality Reduction | —Unverified | 0 |
| A Survey of Naïve Bayes Machine Learning approach in Text Document Classification | Mar 9, 2010 | BIG-bench Machine LearningClassification | —Unverified | 0 |
