| 2021 | EMNLP | Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance. | Carel van Niekerk, Andrey Malinin, Christian Geishauser, Michael Heck, Hsien-Chin Lin, Nurul Lubis, Shutong Feng, Milica Gasic |
| 2021 | EMNLP | Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation. | Ivan Provilkov, Andrey Malinin |
| 2021 | ICASSP | Ensemble Distillation Approaches for Grammatical Error Correction. | Yassir Fathullah, Mark J. F. Gales, Andrey Malinin |
| 2021 | ICLR | Uncertainty Estimation in Autoregressive Structured Prediction. | Andrey Malinin, Mark J. F. Gales |
| 2021 | ICLR | Uncertainty in Gradient Boosting via Ensembles. | Andrey Malinin, Liudmila Prokhorenkova, Aleksei Ustimenko |
| 2020 | ICLR | Ensemble Distribution Distillation. | Andrey Malinin, Bruno Mlodozeniec, Mark J. F. Gales |
| 2020 | Interspeech | Ensemble Approaches for Uncertainty in Spoken Language Assessment. | Xixin Wu, Kate M. Knill, Mark J. F. Gales, Andrey Malinin |
| 2018 | Interspeech | Impact of ASR Performance on Free Speaking Language Assessment. | Kate M. Knill, Mark J. F. Gales, Konstantinos Kyriakopoulos, Andrey Malinin, Anton Ragni, Yu Wang, Andrew Caines |
| 2017 | ACL | Incorporating Uncertainty into Deep Learning for Spoken Language Assessment. | Andrey Malinin, Anton Ragni, Kate M. Knill, Mark J. F. Gales |
| 2017 | ASRU | A hierarchical attention based model for off-topic spontaneous spoken response detection. | Andrey Malinin, Kate M. Knill, Mark J. F. Gales |
| 2016 | ACL | Off-topic Response Detection for Spontaneous Spoken English Assessment. | Andrey Malinin, Rogier C. van Dalen, Kate M. Knill, Yu Wang, Mark J. F. Gales |