| Regular polysemy: A distributional model | Jul 1, 2012 | Machine Translationmodel | —Unverified | 0 |
| A Probabilistic Lexical Model for Ranking Textual Inferences | Jul 1, 2012 | modelNatural Language Inference | —Unverified | 0 |
| Cross-Lingual Mixture Model for Sentiment Classification | Jul 1, 2012 | ClassificationGeneral Classification | —Unverified | 0 |
| A Nonparametric Bayesian Approach to Acoustic Model Discovery | Jul 1, 2012 | modelModel Discovery | —Unverified | 0 |
| A Probabilistic Model for Canonicalizing Named Entity Mentions | Jul 1, 2012 | Bayesian InferenceCoreference Resolution | —Unverified | 0 |
| Topic Models for Dynamic Translation Model Adaptation | Jul 1, 2012 | Language ModellingMachine Translation | —Unverified | 0 |
| An Analytical Model of Language Resource Sustainability | May 1, 2012 | DescriptiveInformation Retrieval | —Unverified | 0 |
| A Model for Temporal Dependencies in Event Streams | Dec 1, 2011 | model | —Unverified | 0 |
| The Doubly Correlated Nonparametric Topic Model | Dec 1, 2011 | modelTopic Models | —Unverified | 0 |
| Dimensionality Reduction Using the Sparse Linear Model | Dec 1, 2011 | compressed sensingDimensionality Reduction | —Unverified | 0 |
| Pylon Model for Semantic Segmentation | Dec 1, 2011 | Image Segmentationmodel | —Unverified | 0 |
| Greedy Model Averaging | Dec 1, 2011 | modelModel Selection | —Unverified | 0 |
| Serialising the ISO SynAF Syntactic Object Model | Aug 2, 2011 | modelObject | —Unverified | 0 |
| A Model of Inductive Bias Learning | Jun 1, 2011 | Inductive Biasmodel | —Unverified | 0 |
| Sequential Model-Based Optimization for General Algorithm Configuration | Jan 18, 2011 | Hyperparameter Optimizationmodel | CodeCode Available | 2 |
| PAC-Bayesian Model Selection for Reinforcement Learning | Dec 1, 2010 | modelModel Selection | —Unverified | 0 |
| A New Probabilistic Model for Rank Aggregation | Dec 1, 2010 | model | —Unverified | 0 |
| A Dirty Model for Multi-task Learning | Dec 1, 2010 | modelMulti-Task Learning | —Unverified | 0 |
| Weighted Attribute Fusion Model for Face Recognition | Sep 3, 2010 | AttributeFace Recognition | —Unverified | 0 |
| On a Model for Integrated Information | Dec 31, 2009 | model | CodeCode Available | 1 |
| Measuring model complexity with the prior predictive | Dec 1, 2009 | Descriptivemodel | —Unverified | 0 |
| Replicated Softmax: an Undirected Topic Model | Dec 1, 2009 | model | —Unverified | 0 |
| Continuum Aeroelastic Model for a Folding-Wing Configuration | Jul 4, 2009 | model | —Unverified | 0 |
| A Bayesian Model for Discovering Typological Implications | Jul 4, 2009 | model | CodeCode Available | 0 |
| The Infinite Factorial Hidden Markov Model | Dec 1, 2008 | blind source separationmodel | —Unverified | 0 |
| An ideal observer model of infant object perception | Dec 1, 2008 | modelObject | —Unverified | 0 |
| Bayesian Model of Behaviour in Economic Games | Dec 1, 2008 | model | —Unverified | 0 |
| A Scalable Hierarchical Distributed Language Model | Dec 1, 2008 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Correlated Bigram LSA for Unsupervised Language Model Adaptation | Dec 1, 2008 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Using matrices to model symbolic relationship | Dec 1, 2008 | model | —Unverified | 0 |
| The model of quantum evolution | Jun 27, 2008 | model | —Unverified | 0 |
| Bolasso: model consistent Lasso estimation through the bootstrap | Apr 8, 2008 | modelModel Selection | CodeCode Available | 0 |
| A Bayesian Model of Conditioned Perception | Dec 1, 2007 | model | —Unverified | 0 |
| The Infinite Gamma-Poisson Feature Model | Dec 1, 2007 | model | —Unverified | 0 |
