Publications | The School of Natural and Computing Sciences

Attributing Response to Context: A Jensen-Shannon Divergence Driven Mechanistic Study of Context Attribution in Retrieval-Augmented Generation

2026 - Accepted/In press

Li, R., Chen, C., Hu, Y., Gao, Y., Wang, X., Yilmaz, E.

Contributions to Conferences: Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2505.16415

DFWe: Efficient Knowledge Distillation of Fine-tuned Whisper Encoder for Speech Emotion Recognition

2026 - E-pub ahead of print

Ma, Y., Jiang, X., Sang, J., Li, R.

Pattern Recognition

Contributions to Journals: Articles

Online: https://www.sciencedirect.com/science/article/pii/S0031320326001263
Digital Object Identifier: https://doi.org/10.1016/j.patcog.2026.113161

Behind the Scenes: Mechanistic Interpretability of LoRA-adapted Whisper for Speech Emotion Recognition

2026 - Accepted/In press

Ma, Y., Lu, X., Sang, J., Jiang, X., Li, R.

Contributions to Conferences: Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2509.08454

We Should Evaluate Real-World Impact

2025

Reiter, E.

Computational Linguistics, vol. 51, no. 4, pp. 1419-1431

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1162/COLI.a.18
Open Access: http://aura.abdn.ac.uk/bitstreams/81172c7e-a840-4ebc-a35f-3755ee8914ca/download

FADERec: Fine-Grained Attribute Distillation Enhanced by Collaborative Fusion for LLM-Based Recommendation

2025

Xu, M., Li, R., Deng, H., Zeng, B.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-981-95-3343-5_45
Additional Links: Springer ShareIt! Link

Error Correction in Radiology Reports: A Knowledge Distillation-Based Multi-Stage Framework

2025 - Accepted/In press

Wu, J., Wu, Z., Li, R., Chen, T., Hasan, A., Kim, Y., Cheung, J. P., Zhang, T., Wu, H.

Contributions to Conferences: Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2406.15045

Evolving Stances on Reproducibility: A Longitudinal Study of NLP and ML Researchers' Views and Experience of Reproducibility

2025

Thomson, C., Reiter, E., Sedoc, J., Belz, A.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2025.findings-emnlp.1404/
Digital Object Identifier: https://doi.org/10.18653/v1/2025.findings-emnlp.1404
Open Access: http://aura.abdn.ac.uk/bitstreams/b8a7b851-616d-44f6-94c6-7f0543f23527/download

Leveraging Large Language Models Knowledge Enhancement Dual-Stage Fine-Tuning Framework for Recommendation

2025

Zeng, B., Shi, H., Li, Y., Li, R., Deng, H.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-981-97-9434-8_26
Additional Links: Read only PDF provided by the Springer Nature SharedIt content-sharing initiative

Explaining Bayesian Networks Reasoning to the General Public: Insights from the User Study

2025

Babakov, N., Reiter, E., Bugarín, A.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://ceur-ws.org/Vol-4061/paper3.pdf
Open Access: http://aura.abdn.ac.uk/bitstreams/2f7b7461-5159-4fc6-b5ee-77d793148462/download

Evaluation of Explainable AI by Medical Experts: a Survey of the Existing Approaches

2025

Babakov, N., Rezgova, E., Reiter, E., Bugarín, A.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://ceur-ws.org/Vol-4059/paper8.pdf
Open Access: http://aura.abdn.ac.uk/bitstreams/572270eb-5c5f-442a-8086-503bcec1a206/download