Publications
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Authoring and Management of Transparent Research Integrity Assessments of Randomised Clinical Trial Publications Using LLM-assisted Tools and Provenance Knowledge Graphs
- Open Access
- https://aura.abdn.ac.uk/bitstreams/6da02637-e7a2-45be-b20e-25fdb1f0bee2/download
- Additional Links
- Conference proceedings series
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DFWe: Efficient Knowledge Distillation of Fine-tuned Whisper Encoder for Speech Emotion Recognition
- Digital Object Identifier
- https://doi.org/10.1016/j.patcog.2026.113161
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Rank-Dependent Physicochemical Remodelling and Thermal-Diffusive Coupling Mechanisms in ScCO2-Treated Coals
- Digital Object Identifier
- https://doi.org/10.3997/2214-4609.202610926
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NLG Evaluation: Past, Present, Future
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The Arabic Bible as an Evaluation Tool: The Case Study of the Khalīlī Arabic Dialect
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An End-to-End System for Culturally-Attuned Driving Feedback using a Dual-Component NLG Engine
- Digital Object Identifier
- https://doi.org/10.1109/ICCC68654.2025.11438241
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Error Correction in Radiology Reports: A Knowledge Distillation-Based Multi-Stage Framework
- Digital Object Identifier
- https://doi.org/10.1609/aaai.v40i46.41295
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On the role of explanations in machine learning prediction of nonalcoholic steatohepatitis
- Digital Object Identifier
- https://doi.org/10.1007/s13748-025-00387-8
- Open Access
- https://aura.abdn.ac.uk/bitstreams/64ff6655-1b4e-4dac-8f44-fb72bef9b5be/download
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Attributing Response to Context: A Jensen-Shannon Divergence Driven Mechanistic Study of Context Attribution in Retrieval-Augmented Generation
- Digital Object Identifier
- https://doi.org/10.48550/arXiv.2505.16415
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Behind the Scenes: Mechanistic Interpretability of LoRA-adapted Whisper for Speech Emotion Recognition
- Digital Object Identifier
- https://doi.org/10.48550/arXiv.2509.08454
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We Should Evaluate Real-World Impact
- Digital Object Identifier
- https://doi.org/10.1162/COLI.a.18
- Open Access
- https://aura.abdn.ac.uk/bitstreams/81172c7e-a840-4ebc-a35f-3755ee8914ca/download
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FADERec: Fine-Grained Attribute Distillation Enhanced by Collaborative Fusion for LLM-Based Recommendation
- Digital Object Identifier
- https://doi.org/10.1007/978-981-95-3343-5_45
- Additional Links
- Springer ShareIt! Link
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Evolving Stances on Reproducibility: A Longitudinal Study of NLP and ML Researchers' Views and Experience of Reproducibility
- Online
- https://aclanthology.org/2025.findings-emnlp.1404/
- Digital Object Identifier
- https://doi.org/10.18653/v1/2025.findings-emnlp.1404
- Open Access
- https://aura.abdn.ac.uk/bitstreams/b8a7b851-616d-44f6-94c6-7f0543f23527/download
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Leveraging Large Language Models Knowledge Enhancement Dual-Stage Fine-Tuning Framework for Recommendation
- 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
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Explaining Bayesian Networks Reasoning to the General Public: Insights from the User Study
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Evaluation of Explainable AI by Medical Experts: a Survey of the Existing Approaches
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Towards deployment-centric multimodal AI beyond vision and language
- Digital Object Identifier
- https://doi.org/10.1038/s42256-025-01116-5
- Open Access
- https://aura.abdn.ac.uk/bitstreams/3cc5f33a-cd0d-4129-adfa-965fcfae35e8/download
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Input Matters: Evaluating Input Structure's Impact on LLM Summaries of Sports Play-by-Play
- Online
- https://aclanthology.org/2025.inlg-main.46/
- Digital Object Identifier
- https://doi.org/10.48550/arXiv.2510.21034
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The role of natural language processing in improving cancer care: A scoping review with narrative synthesis
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CausalGraphBench: a Benchmark for Evaluating Language Models capabilities of Causal Graph discovery
- Digital Object Identifier
- https://doi.org/10.18653/v1/2025.acl-srw.16
- Open Access
- https://aura.abdn.ac.uk/bitstreams/9ffd8337-8f19-43e9-b6d9-fc0e76b836de/download
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SPHERE: An Evaluation Card for Human-AI Systems
- Digital Object Identifier
- https://doi.org/10.18653/v1/2025.findings-acl.70
- Open Access
- https://aura.abdn.ac.uk/bitstreams/f00faf3c-7d58-4275-abc4-3cca4107d2a5/download
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Anchored Answers: Unravelling Positional Bias in GPT-2's Multiple-Choice Questions
- Online
- https://aclanthology.org/2025.findings-acl.124/
- Digital Object Identifier
- https://doi.org/10.18653/v1/2025.findings-acl.124
- Open Access
- https://aura.abdn.ac.uk/bitstreams/323c0991-8aa9-42da-85c9-bc4f84e540df/download
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Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language
- Online
- https://aclanthology.org/2025.acl-long.1172/
- Digital Object Identifier
- https://doi.org/10.18653/v1/2025.acl-long.1172
- Open Access
- https://aura.abdn.ac.uk/bitstreams/22fd96b8-a385-4f3a-b526-92b62d0f48fe/download
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Mobile Phone Sensor-based Nigerian Driving Dataset to Detect Alcohol-influenced Behaviours