| 2026 | EACL | Compressing Language Models for Specialized Domains. | Miles Williams, George Chrysostomou, Vitor Jeronymo, Nikolaos Aletras |
| 2025 | NAACL | Self-calibration for Language Model Quantization and Pruning. | Miles Williams, George Chrysostomou, Nikolaos Aletras |
| 2022 | AAAI | Flexible Instance-Specific Rationalization of NLP Models. | George Chrysostomou, Nikolaos Aletras |
| 2022 | ACL | An Empirical Study on Explanations in Out-of-Domain Settings. | George Chrysostomou, Nikolaos Aletras |
| 2022 | EMNLP | On the Impact of Temporal Concept Drift on Model Explanations. | Zhixue Zhao, George Chrysostomou, Kalina Bontcheva, Nikolaos Aletras |
| 2021 | ACL | Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification. | George Chrysostomou, Nikolaos Aletras |
| 2021 | EMNLP | Enjoy the Salience: Towards Better Transformer-based Faithful Explanations with Word Salience. | George Chrysostomou, Nikolaos Aletras |
| 2021 | EMNLP | Frustratingly Simple Pretraining Alternatives to Masked Language Modeling. | Atsuki Yamaguchi, George Chrysostomou, Katerina Margatina, Nikolaos Aletras |