| Automatic Animacy Classification | Jun 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Temporal Classification of Medical Events | Jun 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Stance Classification using Dialogic Properties of Persuasion | Jun 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| On Improving the Accuracy of Readability Classification using Insights from Second Language Acquisition | Jun 1, 2012 | General ClassificationLanguage Acquisition | —Unverified | 0 |
| Forecastable Component Analysis (ForeCA) | May 21, 2012 | Dimensionality ReductionGeneral Classification | —Unverified | 0 |
| kLog: A Language for Logical and Relational Learning with Kernels | May 17, 2012 | General ClassificationInductive logic programming | —Unverified | 0 |
| Approximate Modified Policy Iteration | May 14, 2012 | General Classification | —Unverified | 0 |
| Generative Maximum Entropy Learning for Multiclass Classification | May 3, 2012 | Binary ClassificationClassification | —Unverified | 0 |
| A corpus of general and specific sentences from news | May 1, 2012 | ArticlesGeneral Classification | —Unverified | 0 |
| Improving K-Nearest Neighbor Efficacy for Farsi Text Classification | May 1, 2012 | ArticlesClassification | —Unverified | 0 |
| Causal analysis of task completion errors in spoken music retrieval interactions | May 1, 2012 | General ClassificationRetrieval | —Unverified | 0 |
| Evaluation of Classification Algorithms and Features for Collocation Extraction in Croatian | May 1, 2012 | General ClassificationKeyword Extraction | —Unverified | 0 |
| Automatic classification of German particle verbs | May 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| A Classification of Adjectives for Polarity Lexicons Enhancement | May 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Bootstrapping Sentiment Labels For Unannotated Documents With Polarity PageRank | May 1, 2012 | Document ClassificationGeneral Classification | —Unverified | 0 |
| French and German Corpora for Audience-based Text Type Classification | May 1, 2012 | Dependency ParsingGeneral Classification | —Unverified | 0 |
| Associative and Semantic Features Extracted From Web-Harvested Corpora | May 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| A hierarchical approach with feature selection for emotion recognition from speech | May 1, 2012 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Fast Labeling and Transcription with the Speechalyzer Toolkit | May 1, 2012 | Audio ClassificationBenchmarking | —Unverified | 0 |
| Automatic MT Error Analysis: Hjerson Helping Addicter | May 1, 2012 | General ClassificationMachine Translation | —Unverified | 0 |
| Automatic lexical semantic classification of nouns | May 1, 2012 | ClassificationEntity Typing | —Unverified | 0 |
| Hindi Subjective Lexicon: A Lexical Resource for Hindi Adjective Polarity Classification | May 1, 2012 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Annotating and Learning Morphological Segmentation of Egyptian Colloquial Arabic | May 1, 2012 | General ClassificationPart-Of-Speech Tagging | —Unverified | 0 |
| Detection of Peculiar Word Sense by Distance Metric Learning with Labeled Examples | May 1, 2012 | General ClassificationMetric Learning | —Unverified | 0 |
| Lemmatising Serbian as Category Tagging with Bidirectional Sequence Classification | May 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Statistical Section Segmentation in Free-Text Clinical Records | May 1, 2012 | General ClassificationInformation Retrieval | —Unverified | 0 |
| The Romanian Neuter Examined Through A Two-Gender N-Gram Classification System | May 1, 2012 | General Classification | —Unverified | 0 |
| Convolutional Neural Networks Applied to House Numbers Digit Classification | Apr 18, 2012 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Collaborative Representation based Classification for Face Recognition | Apr 11, 2012 | ClassificationFace Recognition | —Unverified | 0 |
| On Power-law Kernels, corresponding Reproducing Kernel Hilbert Space and Applications | Apr 9, 2012 | General Classificationregression | —Unverified | 0 |
| Distribution-Dependent Sample Complexity of Large Margin Learning | Apr 5, 2012 | Active LearningGeneral Classification | —Unverified | 0 |
| Cross-Lingual Genre Classification | Apr 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Language Classification and Segmentation of Noisy Documents in Hebrew Scripts | Apr 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Experimenting with Distant Supervision for Emotion Classification | Apr 1, 2012 | ClassificationEmotion Classification | —Unverified | 0 |
| Aspectual Type and Temporal Relation Classification | Apr 1, 2012 | ClassificationDocument Summarization | —Unverified | 0 |
| A New Fuzzy Stacked Generalization Technique and Analysis of its Performance | Apr 1, 2012 | AttributeEnsemble Learning | CodeCode Available | 0 |
| Unsupervised Detection of Downward-Entailing Operators By Maximizing Classification Certainty | Apr 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| User Edits Classification Using Document Revision Histories | Apr 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Topic Classification of Blog Posts Using Distant Supervision | Apr 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Polynomial expansion of the binary classification function | Mar 26, 2012 | Binary ClassificationClassification | CodeCode Available | 0 |
| Invariant Scattering Convolution Networks | Mar 5, 2012 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Algorithms for Learning Kernels Based on Centered Alignment | Mar 2, 2012 | General ClassificationGeneralization Bounds | —Unverified | 0 |
| PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification | Feb 28, 2012 | General ClassificationMulti-class Classification | —Unverified | 0 |
| Classification approach based on association rules mining for unbalanced data | Feb 24, 2012 | Binary ClassificationClassification | —Unverified | 0 |
| Multi-column Deep Neural Networks for Image Classification | Feb 13, 2012 | ClassificationGeneral Classification | CodeCode Available | 0 |
| A better Beta for the H measure of classification performance | Feb 12, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| Efficient statistical classification of satellite measurements | Feb 10, 2012 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Kernels on Sample Sets via Nonparametric Divergence Estimates | Feb 1, 2012 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Examplers based image fusion features for face recognition | Jan 28, 2012 | Face RecognitionGeneral Classification | —Unverified | 0 |
| Complexity Classification in Infinite-Domain Constraint Satisfaction | Jan 4, 2012 | ClassificationGeneral Classification | —Unverified | 0 |