| 2023 | KDD | Off-Policy Learning-to-Bid with AuctionGym. | Olivier Jeunen, Sean Murphy, Ben Allison |
| 2014 | EACL | A Generative Model for User Simulation in a Spatial Navigation Domain. | Aciel Eshky, Ben Allison, Subramanian Ramamoorthy, Mark Steedman |
| 2012 | CogSci | A Bayesian Model of the Effect of Object Context on Visual Attention. | Ben Allison, Frank Keller, Moreno I. Coco |
| 2012 | EMNLP | Generative Goal-Driven User Simulation for Dialog Management. | Aciel Eshky, Ben Allison, Mark Steedman |
| 2008 | COLING | An Improved Hierarchical Bayesian Model of Language for Document Classification. | Ben Allison |
| 2008 | LREC | Unsupervised Learning-based Anomalous Arabic Text Detection. | Nasser Abouzakhar, Ben Allison, Louise Guthrie |
| 2008 | LREC | Authorship Attribution of E-Mail: Comparing Classifiers over a New Corpus for Evaluation. | Ben Allison, Louise Guthrie |
| 2008 | LREC | Using a Probabilistic Model of Context to Detect Word Obfuscation. | Sanaz Jabbari, Ben Allison, Louise Guthrie |
| 2008 | LREC | Professor or Screaming Beast? Detecting Anomalous Words in Chinese. | Wei Liu, Ben Allison, Louise Guthrie |
| 2007 | IJCAI | Unsupervised Anomaly Detection. | David Guthrie, Louise Guthrie, Ben Allison, Yorick Wilks |
| 2006 | ACL | Towards the Orwellian Nightmare: Separation of Business and Personal Emails. | Sanaz Jabbari, Ben Allison, David Guthrie, Louise Guthrie |
| 2006 | LREC | A Closer Look at Skip-gram Modelling. | David Guthrie, Ben Allison, Wei Liu, Louise Guthrie, Yorick Wilks |