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
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Patient-Centred Explainability in IVF Outcome Prediction
- Digital Object Identifier
- https://doi.org/10.48550/arXiv.2506.18760
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Adaptive Retrieval-Augmented Generation for Conversational Systems
- Online
- https://aclanthology.org/2025.findings-naacl.30/
- Digital Object Identifier
- https://doi.org/10.18653/v1/2025.findings-naacl.30
- Open Access
- https://aura.abdn.ac.uk/bitstreams/7e260823-8a1d-445c-9561-e490ea5ebe17/download
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Reusability of Bayesian Networks case studies: a survey
- Digital Object Identifier
- https://doi.org/10.1007/s10489-025-06289-5
- Open Access
- https://aura.abdn.ac.uk/bitstreams/0832fea3-83ac-4e88-87f6-8eeaf614ed0c/download
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Stereotypical Bias Amplification, and Reversal, in an Experimental Model of Human Interaction with Generative AI
- Digital Object Identifier
- https://doi.org/10.17605/OSF.IO/7ZD3S
- Open Access
- https://aura.abdn.ac.uk/bitstreams/274c86d1-bc26-4d80-8ad2-fbf6e7bb93a4/download
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Modelling and feedback in the context of early questions
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Response to UKIPO Consultation on Copyright and Artificial Intelligence
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Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study
- Digital Object Identifier
- https://doi.org/10.2196/58670
- Open Access
- https://aura.abdn.ac.uk/bitstreams/683c361f-85d7-4f64-98c2-27505046224a/download
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A Comparative Analysis of Metaphorical Cognition in ChatGPT and Human Minds
- Digital Object Identifier
- https://doi.org/10.1007/s12559-024-10393-y
- Open Access
- https://aura.abdn.ac.uk/bitstreams/18a716b4-a207-4fbc-ae0d-298ef8be95ac/download
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Scalability of Bayesian Network Structure Elicitation with Large Language Models: a Novel Methodology and Comparative Analysis
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Aspect-aware semantic feature enhanced networks for multimodal aspect-based sentiment analysis
- Digital Object Identifier
- https://doi.org/10.1007/s11227-024-06472-4
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Noise-aware Speech Enhancement using Diffusion Probabilistic Model
- Digital Object Identifier
- https://doi.org/10.21437/Interspeech.2024-929
- Open Access
- https://aura.abdn.ac.uk/bitstreams/33a5f804-4895-4672-a94e-bd4dc5b2c6ce/download
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LLM-Generated Personalized Analogies to Foster AI Literacy in Adult Novices
- Digital Object Identifier
- https://doi.org/10.58459/icce.2024.4809
- Open Access
- https://aura.abdn.ac.uk/bitstreams/cc05b3e1-59ae-4d1f-9bb1-ade429164435/download
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Ask the experts: sourcing a high-quality nutrition counseling dataset through Human-AI collaboration
- Digital Object Identifier
- https://doi.org/10.18653/v1/2024.findings-emnlp.674
- Open Access
- https://aura.abdn.ac.uk/bitstreams/aada5e10-c62d-4731-b0b3-93b1494e73e8/download
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Guest Editorial: Cognitive Analysis for Humans and AI
- Digital Object Identifier
- https://doi.org/10.1007/s12559-024-10352-7
- Additional Links
- View publication in Scopus
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Towards LLM-driven Automated Verification of Best Practices in Digital Public Infrastructures
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Natural Language Generation
- Digital Object Identifier
- https://doi.org/10.1007/978-3-031-68582-8
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Exploring caregiver intervention on early question-answer sequences
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Do Language Models Exhibit Human-like Structural Priming Effects?
- Digital Object Identifier
- https://doi.org/10.18653/v1/2024.findings-acl.877
- Open Access
- https://aura.abdn.ac.uk/bitstreams/a16d925c-6d2f-4ff3-8fbc-893c589001a8/download
- Additional Links
- View publication in Scopus
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GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators
- Digital Object Identifier
- https://doi.org/10.18653/v1/2024.acl-long.5
- Open Access
- https://aura.abdn.ac.uk/bitstreams/3fc5ecd3-ed76-4bc1-a4b4-c435019acf95/download
- Additional Links
- View publication in Scopus
- https://abdn.elsevierpure.com/en/publications/b363aadf-f907-494e-b7ab-94fe4d6c1b32
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Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models
- Digital Object Identifier
- https://doi.org/10.18653/v1/2024.findings-acl.37
- Open Access
- https://aura.abdn.ac.uk/bitstreams/60363245-8270-4233-9899-abbdc3e54293/download
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Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System
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Caregiver modelling and feedback in the context of early questions
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Improving Factual Accuracy of Neural Table-to-Text Output by Addressing Input Problems in ToTTo
- Digital Object Identifier
- https://doi.org/10.18653/v1/2024.naacl-long.408
- Open Access
- https://aura.abdn.ac.uk/bitstreams/19d59001-5deb-42ec-bd5e-d4752f70d6dd/download
- Additional Links
- View publication in Scopus
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Common Flaws in Running Human Evaluation Experiments in NLP
- Digital Object Identifier
- https://doi.org/10.1162/coli_a_00508
- Open Access
- https://aura.abdn.ac.uk/bitstreams/bad3166a-e8a5-4833-824d-0d1fdf251b9f/download
- Additional Links
- https://abdn.elsevierpure.com/en/publications/bdae6575-848e-4639-ae80-0a7f6dbe0f02
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Anchored Answers: Unravelling Positional Bias in GPT-2's Multiple-Choice Questions
- Online
- file:///C:/Users/s01gv9/Downloads/2405.03205v2.pdf
- Digital Object Identifier
- https://doi.org/10.48550/arXiv.2405.03205