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

Towards deployment-centric multimodal AI beyond vision and language

2025

Liu, X., Zhang, J., Zhou, S., van der Plas, T. L., Vijayaraghavan, A., Grishina, A., Zhuang, M., Schofield, D., Tomlinson, C., Wang, Y., Li, R., van Zeeland, L., Tabakhi, S., Demeocq, C., Li, X., Das, A., Timmerman, O., Baldwin-McDonald, T., Wu, J., Bai, P., Al Sahili, Z., Alwazzan, O., Do, T. N., Suvon, M. N. I., Wang, A., Cipolina-Kun, L., Moretti, L. A., Farndale, L., Jain, N., Efremova, N., Ge, Y., Varela, M., Lam, H., Celiktutan, O., Evans, B. R., Coca-Castro, A., Wu, H., Abdallah, Z. S., Chen, C., Danchev, V., Tkachenko, N., Lu, L., Zhu, T., Slabaugh, G. G., Moore, R. K., Cheung, W. K., Charlton, P. H., Lu, H.

Nature Machine Intelligence, vol. 7, no. 10, pp. 1612-1624

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1038/s42256-025-01116-5
Open Access: http://aura.abdn.ac.uk/bitstreams/3cc5f33a-cd0d-4129-adfa-965fcfae35e8/download

Input Matters: Evaluating Input Structure's Impact on LLM Summaries of Sports Play-by-Play

2025 - Accepted/In press

Sundararajan, B., Sripada, S., Reiter, E.

Contributions to Conferences: Papers

The role of natural language processing in improving cancer care: A scoping review with narrative synthesis

2025

Sun, M., Reiter, E., Duncan, L., Adam, R.

Artificial Intelligence in Medicine, vol. 168, 103227

Contributions to Journals: Articles

Online: https://www.sciencedirect.com/science/article/pii/S0933365725001629
Digital Object Identifier: https://doi.org/10.1016/j.artmed.2025.103227
Open Access: http://aura.abdn.ac.uk/bitstreams/4b97a471-e822-4661-abf3-048b4d34f36b/download

CausalGraphBench: a Benchmark for Evaluating Language Models capabilities of Causal Graph discovery

2025

Babakov, N., Reiter, E., Bugarín, A.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.18653/v1/2025.acl-srw.16
Open Access: http://aura.abdn.ac.uk/bitstreams/9ffd8337-8f19-43e9-b6d9-fc0e76b836de/download

SPHERE: An Evaluation Card for Human-AI Systems

2025

Zhao, D., Ma, Q., Zhao, X., Si, C., Yang, C., Louie, R., Reiter, E., Yang, D., Wu, T.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.18653/v1/2025.findings-acl.70
Open Access: http://aura.abdn.ac.uk/bitstreams/f00faf3c-7d58-4275-abc4-3cca4107d2a5/download

Anchored Answers: Unravelling Positional Bias in GPT-2's Multiple-Choice Questions

2025

Li, R., Gao, Y.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2025.findings-acl.124/
Digital Object Identifier: https://doi.org/10.18653/v1/2025.findings-acl.124
Open Access: http://aura.abdn.ac.uk/bitstreams/323c0991-8aa9-42da-85c9-bc4f84e540df/download

Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language

2025

Zeng, B., Lyu, C., Liu, S., Zeng, M., Wu, M., Ni, X., Shi, T., Zhao, Y., Liu, Y., Zhu, C., Li, R., Geng, J., Li, Q., Tong, Y., Wang, L., Luo, W., Zhang, K.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2025.acl-long.1172/
Digital Object Identifier: https://doi.org/10.18653/v1/2025.acl-long.1172
Open Access: http://aura.abdn.ac.uk/bitstreams/22fd96b8-a385-4f3a-b526-92b62d0f48fe/download

On the role of explanations in machine learning prediction of nonalcoholic steatohepatitis

2025 - E-pub ahead of print

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

Progress in Artificial Intelligence

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s13748-025-00387-8

An End-to-End System for Culturally-Attuned Driving Feedback using a Dual-Component NLG Engine

2025 - Accepted/In press

Thompson, I. P., Yi, D., Reiter, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Mobile Phone Sensor-based Nigerian Driving Dataset to Detect Alcohol-influenced Behaviours

2025 - Accepted/In press

Thompson, I. P., Yi, D., Reiter, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Open Access: http://aura.abdn.ac.uk/bitstreams/60e373a7-17ba-43a9-8063-80e438c79f1e/download

Patient-Centred Explainability in IVF Outcome Prediction

2025

Sivaprasad, A., Reiter, E., McLernon, D., Tintarev, N., Bhattacharya, S., Oren, N.

Working Papers and Discussion Papers: Working Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2506.18760

Adaptive Retrieval-Augmented Generation for Conversational Systems

2025

Wang, X., Sen, P., Li, R., Yilmaz, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2025.findings-naacl.30/
Digital Object Identifier: https://doi.org/10.18653/v1/2025.findings-naacl.30
Open Access: http://aura.abdn.ac.uk/bitstreams/7e260823-8a1d-445c-9561-e490ea5ebe17/download

Reusability of Bayesian Networks case studies: a survey

2025

Babakov, N., Sivaprasad, A., Reiter, E., Bugarín-Diz, A.

Applied Intelligence, vol. 55, no. 4, 417

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s10489-025-06289-5
Open Access: http://aura.abdn.ac.uk/bitstreams/0832fea3-83ac-4e88-87f6-8eeaf614ed0c/download

Stereotypical Bias Amplification, and Reversal, in an Experimental Model of Human Interaction with Generative AI

2025

Allan, K., Azcona, J., Sripada, S., Leontidis, G., Sutherland, C., Phillips, L., Martin, D.

Royal Society Open Science, 241472

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.17605/OSF.IO/7ZD3S
Open Access: http://aura.abdn.ac.uk/bitstreams/274c86d1-bc26-4d80-8ad2-fbf6e7bb93a4/download

Modelling and feedback in the context of early questions

2025 - Unpublished

Heim, J., Bala, M., Sinclair, A.

PsyArXiv Preprints (Preprint). 6 pages.

Other Contributions: Other Contributions

Online: https://osf.io/preprints/psyarxiv/a48v6_v1
Digital Object Identifier: https://doi.org/10.31234/osf.io/a48v6_v1
Open Access: https://pure.abdn.ac.uk/ws/files/302608547/HeimBalaSinclair_27Mar2025_Modelling_and_feedback_in_the_context_of_early_questions.pdf

Response to UKIPO Consultation on Copyright and Artificial Intelligence

2025

Zivkovic, P., Adebola, T., Allan, K., Ducato, R., Leontidis, G., Lombardi, C., Sinclair, A., Starkey, A., Sripada, S., Brown, A. (ed.), Jevremovic, N. (ed.)

University of Aberdeen: School of Law. 11 pages.

Other Contributions: Other Contributions

Open Access: http://aura.abdn.ac.uk/bitstreams/2141b799-e2be-42ce-a9b3-3a3649e78b6f/download

Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study

2025

Gao, Y., Li, R., Croxford, E., Caskey, J., Patterson, B. W., Churpek, M., Miller, T., Dligach, D., Afshar, M.

JMIR AI, vol. 4, e58670

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.2196/58670
Open Access: http://aura.abdn.ac.uk/bitstreams/683c361f-85d7-4f64-98c2-27505046224a/download

A Comparative Analysis of Metaphorical Cognition in ChatGPT and Human Minds

2025

Mao, R., Chen, G., Li, X., Ge, M., Cambria, E.

Cognitive Computation, vol. 17, 35

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s12559-024-10393-y
Open Access: http://aura.abdn.ac.uk/bitstreams/18a716b4-a207-4fbc-ae0d-298ef8be95ac/download

Scalability of Bayesian Network Structure Elicitation with Large Language Models: a Novel Methodology and Comparative Analysis

2025

Babakov, N., Reiter, E., Bugarín-Diz, A.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2025.coling-main.713/
Open Access: http://aura.abdn.ac.uk/bitstreams/66172399-0861-4396-8d15-b77bffb2903b/download

LLM-Generated Personalized Analogies to Foster AI Literacy in Adult Novices

2024

Cao, C. C., Chen, E., Fang, Z., Cao, L. Y., Lin, J., Li, R.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.58459/icce.2024.4809

Ask the experts: sourcing a high-quality nutrition counseling dataset through Human-AI collaboration

2024

Balloccu, S., Reiter, E., Li, K. J., Sargsyan, R., Kumar, V., Reforgiato, D., Riboni, D., Dusek, O.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.18653/v1/2024.findings-emnlp.674
Open Access: http://aura.abdn.ac.uk/bitstreams/aada5e10-c62d-4731-b0b3-93b1494e73e8/download

Aspect-aware semantic feature enhanced networks for multimodal aspect-based sentiment analysis

2024

Zeng, B., Xie, L., Li, R., Yao, Y., Li, R., Deng, H.

Journal of Supercomputing, vol. 81, no. 1, 64

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s11227-024-06472-4

Towards LLM-driven Automated Verification of Best Practices in Digital Public Infrastructures

2024

Markovic, M., Sripada, S., Chakrabart, S. K., Diddigi, R. B.

Contributions to Journals: Conference Articles

Online: https://ceur-ws.org/Vol-3822/short2.pdf
Open Access: http://aura.abdn.ac.uk/bitstreams/ec32d936-c88d-40e6-b086-b724a542b960/download
Additional Links: View publication in Scopus; https://ceur-ws.org/Vol-3822/

Natural Language Generation

2024

Reiter, E.

Springer. 202 pages

Books and Reports: Books

Digital Object Identifier: https://doi.org/10.1007/978-3-031-68582-8

Noise-aware Speech Enhancement using Diffusion Probabilistic Model

2024

Hu, Y., Chen, C., Li, R., Zhu, Q., Chng, E. S.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.21437/Interspeech.2024-929

Exploring caregiver intervention on early question-answer sequences.

2024

Heim, J., Bala, M., Sinclair, A.

Contributions to Conferences: Papers

Do Language Models Exhibit Human-like Structural Priming Effects?

2024

Jumelet, J., Zuidema, W., Sinclair, A.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.18653/v1/2024.findings-acl.877
Open Access: http://aura.abdn.ac.uk/bitstreams/a16d925c-6d2f-4ff3-8fbc-893c589001a8/download
Additional Links: View publication in Scopus

GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators

2024

Hu, Y., Chen, C., Yang, C. H., Li, R., Zhang, D., Chen, Z., Chng, E. S.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2024.acl-long.5/
Digital Object Identifier: https://doi.org/10.18653/v1/2024.acl-long.5
Open Access: http://aura.abdn.ac.uk/bitstreams/3fc5ecd3-ed76-4bc1-a4b4-c435019acf95/download

Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models

2024

Hu, Y., Chen, C., Qin, C., Zhu, Q., Chng, E., Li, R.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2024.findings-acl.37/
Digital Object Identifier: https://doi.org/10.18653/v1/2024.findings-acl.37
Open Access: http://aura.abdn.ac.uk/bitstreams/60363245-8270-4233-9899-abbdc3e54293/download

Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System

2024

Chen, C., Li, R., Hu, Y., Chen, Y., Qin, C., Zhang, Q.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2024.findings-acl.5/
Digital Object Identifier: https://doi.org/10.18653/v1/2024.findings-acl.5
Open Access: http://aura.abdn.ac.uk/bitstreams/7235430d-0c7d-40ec-9c9f-95706b669dbb/download

Caregiver modelling and feedback in the context of early questions

2024

Heim, J., Bala, M., Sinclair, A.

Contributions to Conferences: Papers

Open Access: http://aura.abdn.ac.uk/bitstreams/4b92feba-a005-4827-8635-463290d694e2/download

Improving Factual Accuracy of Neural Table-to-Text Output by Addressing Input Problems in ToTTo

2024

Sundararajan, B., Sripada, S., Reiter, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.18653/v1/2024.naacl-long.408
Open Access: http://aura.abdn.ac.uk/bitstreams/19d59001-5deb-42ec-bd5e-d4752f70d6dd/download
Additional Links: View publication in Scopus

Common Flaws in Running Human Evaluation Experiments in NLP

2024

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

Computational Linguistics, vol. 50, no. 2, pp. 795–805

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1162/coli_a_00508
Open Access: http://aura.abdn.ac.uk/bitstreams/bad3166a-e8a5-4833-824d-0d1fdf251b9f/download
Additional Links: https://abdn.elsevierpure.com/en/publications/bdae6575-848e-4639-ae80-0a7f6dbe0f02

Anchored Answers: Unravelling Positional Bias in GPT-2's Multiple-Choice Questions

2024

Li, R., Gao, Y.

Working Papers and Discussion Papers

Online: file:///C:/Users/s01gv9/Downloads/2405.03205v2.pdf
Digital Object Identifier: https://doi.org/10.48550/arXiv.2405.03205

Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models

2024

Hu, Y., Chen, C., Qin, C., Zhu, Q., Chng, E. S., Li, R.

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2405.10025

Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System

2024

Chen, C., Li, R., Hu, Y., Chen, Y., Qin, C., Zhang, Q.

Working Papers and Discussion Papers

Online: file:///C:/Users/s01gv9/Downloads/2405.10992v1.pdf
Digital Object Identifier: https://doi.org/10.48550/arXiv.2405.1099

Large Language Models are Efficient Learners of Noise-Robust Speech Recognition

2024

Hu, Y., Chen, C., Yang, C. H., Li, R., Zhang, C., Chen, P., Chng, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://github.com/YUCHEN005/RobustGER?tab=readme-ov-file
Digital Object Identifier: https://doi.org/10.48550/arXiv.2401.10446
Open Access: http://aura.abdn.ac.uk/bitstreams/c311dd8f-2711-4893-bacf-7027bc69aa14/download

It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition

2024

Chen, C., Li, R., Hu, Y., Siniscalchi, S. M., Chen, P., Chng, E., Yang, C. H.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: file:///C:/Users/s01gv9/Downloads/3711_it_s_never_too_late_fusing_aco.pdf
Digital Object Identifier: https://doi.org/10.48550/arXiv.2402.05457
Open Access: http://aura.abdn.ac.uk/bitstreams/63289a6b-4f25-4e1d-847b-ce62dff11db7/download
Additional Links: https://openreview.net/group?id=ICLR.cc/2024/Conference#tab-accept-oral

Efficiency and Effectiveness in Task-Oriented Dialogue: On Construction Repetition, Information Rate, and Task Success

2024

Yee, J. S., Giulianelli, M., Sinclair, A.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2024.lrec-main.494
Open Access: http://aura.abdn.ac.uk/bitstreams/c88b726f-725c-472e-8ba0-18e6825c2268/download
Additional Links: View publication in Scopus

EXPLANATIONS OF FACTORS INFLUENCING HARSH BRAKING AND PRESENTATION STYLES

2024

Thompson, I. P., Willie, E., Reiter, E., Yi, D.

Contributions to Conferences

Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models

2024

Sivaprasad, A., Reiter, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2024.uncertainlp-1.0.pdf
Open Access: http://aura.abdn.ac.uk/bitstreams/4fe2b9c3-8c19-45e5-9897-434ffbc91434/download
Additional Links: View publication in Scopus

Simulated Task Oriented Dialogues for Developing Versatile Conversational Agents

2024

Wang, X., Sen, P., Li, R., Yilmaz, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-3-031-56027-9_10
Open Access: http://aura.abdn.ac.uk/bitstreams/7aeae278-ce86-4c03-a121-a19d8ca54d6f/download
Additional Links: View publication in Scopus

Smartphone-based extendable telematic data collection app

2024

Peter, T. I., Reiter, E., Yi, D.

Software Impacts, vol. 19, 100601

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.simpa.2023.100601
Open Access: http://aura.abdn.ac.uk/bitstreams/e152ec0e-1963-441b-afaf-2648ce1e50e6/download
Additional Links: View publication in Scopus

GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators

2024

Hu, Y., Chen, C., Yang, C. H., Li, R., Zhang, D., Chen, Z., Chng, E. S.

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2402.06894
Open Access: http://aura.abdn.ac.uk/bitstreams/840e1f57-aeb0-4e62-8ab8-7ed91f2a67cc/download

Evaluation of Human-Understandability of Global Model Explanations Using Decision Tree

2024

Sivaprasad, A., Reiter, E., Tintarev, N., Oren, N.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-3-031-50396-2_3
Open Access: http://aura.abdn.ac.uk/bitstreams/343a6a81-cb10-4512-8699-ea75cd204e7f/download
Additional Links: View publication in Scopus; https://ecai2023.eu/; https://xai3ecai2023.github.io/

Explaining Bayesian Networks in Natural Language using Factor Arguments: Evaluation in the medical domain

2024

Sevilla Molina, J., Babakov, N., Reiter, E., Bugarín, A.

Contributions to Conferences: Papers

Online: https://ceur-ws.org/Vol-3831/paper4.pdf
Open Access: http://aura.abdn.ac.uk/bitstreams/19c774af-930d-4c8b-bea6-40a41c2aafde/download

THE BAT: Thoughts Hierarchical Enhancement Beyond Arbitrary Text Style Transfer

2024

Zeng, B., Liang, J., Hua, Y., Li, R., Deng, H., Peng, Y., Wang, R.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-981-97-5672-8_32
Additional Links: Provided by the Springer Nature SharedIt content-sharing initiative; View publication in Scopus

Attribution and Alignment: Effects of Local Context Repetition on Utterance Production and Comprehension in Dialogue

2023

Molnar, A., Jumelet, J., Giulianelli, M., Sinclair, A.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.18653/v1/2023.conll-1.18
Open Access: http://aura.abdn.ac.uk/bitstreams/56800ae0-8151-4db3-b2e5-de2c0034dd13/download
Additional Links: View publication in Scopus

A taxonomy and review of generalization research in NLP

2023

Hupkes, D., Giulianelli, M., Dankers, V., Artetxe, M., Elazar, Y., Pimentel, T., Christodoulopoulos, C., Lasri, K., Saphra, N., Sinclair, A., Ulmer, D., Schottmann, F., Batsuren, K., Sun, K., Sinha, K., Khalatbari, L., Ryskina, M., Frieske, R., Cotterell, R., Jin, Z.

Nature Machine Intelligence, vol. 5, no. 10, pp. 1161-1174

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1038/s42256-023-00729-y
Open Access: http://aura.abdn.ac.uk/bitstreams/89a56e4a-0827-4824-b75d-df96a94c745e/download
Additional Links: View publication in Scopus

Evaluation of Human-Understandability of Global Model Explanations using Decision Tree

2023

Sivaprasad, A., Reiter, E., Oren, N., Tintarev, N.

Working Papers and Discussion Papers

Online: http://arxiv.org/abs/2309.09917v1
Additional Links: https://ecai2023.eu/; https://xai3ecai2023.github.io/

Enhancing Factualness and Controllability of Data-to-Text Generation via Data Views and Constraints

2023

Thomson, C., Rebuffel, C., Reiter, E., Soulier, L., Sripada, S., Gallinari, P.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.18653/v1/2023.inlg-main.16
Open Access: http://aura.abdn.ac.uk/bitstreams/b34de901-2790-4cd0-ae35-7f1479da236f/download
Additional Links: https://inlg2023.github.io/index.html; https://sigdialinlg2023.github.io/paper_inlg97.html

Leveraging A Medical Knowledge Graph into Large Language Models for Diagnosis Prediction

2023

Gao, Y., Li, R., Caskey, J., Dligach, D., Miller, T., Churpek, M. M., Afshar, M.

Working Papers and Discussion Papers

Online: http://arxiv.org/pdf/2308.14321v1
Digital Object Identifier: https://doi.org/10.48550/arXiv.2308.14321

Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition

2023

Hu, Y., Li, R., Chen, C., Zou, H., Zhu, Q., Chng, E. S.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.24963/ijcai.2023/564
Additional Links: View publication in Scopus

Smart Selection of Useful Insights from Wearables

2023

Susaiyah, A., Harma, A., Balloccu, S., Reiter, E., Petkovic, M.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/ICASSPW59220.2023.10193140
Additional Links: View publication in Scopus

Noise-aware Speech Enhancement using Diffusion Probabilistic Model

2023

Hu, Y., Chen, C., Li, R., Zhu, Q., Chng, E. S.

Working Papers and Discussion Papers

Online: http://arxiv.org/abs/2307.08029v1
Digital Object Identifier: https://doi.org/10.48550/arXiv.2307.08029
Open Access: http://aura.abdn.ac.uk/bitstreams/f2f7df2f-f61a-4535-84b5-1e35170cdaec/download

Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition

2023

Hu, Y., Li, R., Chen, C., Qin, C., Zhu, Q., Chng, E. S.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2023.acl-long.848/
Open Access: http://aura.abdn.ac.uk/bitstreams/cd99e9ea-2dd5-4cd0-a39b-181e13fa43fe/download; http://aura.abdn.ac.uk/bitstreams/2664581e-65e6-46b7-ba2b-2ba3c09bb1d3/download

MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition

2023

Hu, Y., Chen, C., Li, R., Zou, H., Chng, E. S.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2023.acl-long.649
Open Access: http://aura.abdn.ac.uk/bitstreams/e74a8afd-a592-4d76-b5b4-ed4fc85924ca/download; http://aura.abdn.ac.uk/bitstreams/ec233442-5841-4f33-9940-108edcff6aad/download

Non-Repeatable Experiments and Non-Reproducible Results: The Reproducibility Crisis in Human Evaluation in NLP

2023

Belz, A., Thomson, C., Reiter, E., Mille, S.

Findings of the Association for Computational Linguistics: ACL 2023. Rogers, A., Boyd-Graber, J., Okazaki, N. (eds.). Association for Computational Linguistics, pp. 3676-3687, 12 pages

Chapters in Books, Reports and Conference Proceedings: Chapters

Digital Object Identifier: https://doi.org/10.18653/v1/2023.findings-acl.226
Open Access: http://aura.abdn.ac.uk/bitstreams/48f369d9-f1e4-4d55-bd0b-77cc3cba1af1/download

MetaPro Online:: A computational metaphor processing online system

2023

Mao, R., Li, X., Kai, H., Ge, M., Cambria, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.18653/v1/2023.acl-demo.12
Open Access: http://aura.abdn.ac.uk/bitstreams/7dae2d54-9660-4bab-b530-708664f9360b/download

Gradient Remedy for Multi-Task Learning in End-to-End Noise-Robust Speech Recognition

2023

Hu, Y., Chen, C., Li, R., Zhu, Q., Chng, E. S.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/ICASSP49357.2023.10096615
Open Access: http://aura.abdn.ac.uk/bitstreams/6bafccea-a94b-419a-9748-c8769f6ab7e5/download

Consultation Response to the UK Government’s Policy Proposals on AI Regulation: A Pro-Innovation Approach

2023

Zivkovic, P., Carey, L., Cserne, P., Lombardi, C., Poesen, M., Sripada, S., Sutherland, C., Taylor, R., Le, X. T., Adebola, T. (ed.)

University of Aberdeen: School of Law. 20 pages.

Other Contributions: Other Contributions

Influence of context on users’ views about explanations for decision-tree predictions

2023

Maruf, S., Zukerman, I., Reiter, E., Haffari, G.

Computer Speech & Language, vol. 81, 101483

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.csl.2023.101483
Open Access: http://aura.abdn.ac.uk/bitstreams/36aec803-8a3d-4574-a06c-1fc4dbe357b7/download

Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition

2023

Hu, Y., Li, R., Chen, C., Zou, H., Zhu, Q., Chng, E. S.

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2305.09212 Focus to learn more
Open Access: http://aura.abdn.ac.uk/bitstreams/54b8280b-7b20-4bb9-918d-0ba5b182e507/download

Evaluating factual accuracy in complex data-to-text

2023

Thomson, C., Reiter, E., Sundararajan, B.

Computer Speech & Language, vol. 80, 101482

Contributions to Journals: Articles

Online: https://www.sciencedirect.com/science/article/pii/S0885230823000013
Digital Object Identifier: https://doi.org/10.1016/j.csl.2023.101482
Open Access: http://aura.abdn.ac.uk/bitstreams/5ae8499f-5daf-4046-8b3d-2db94928a37f/download

Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP

2023

Belz, A., Thomson, C., Reiter, E., Abercrombie, G., Alonso Moral, J. M., Arvan, M., Cheung, J., Cieliebak, M., Clark, E., van Deemter, K., Dinkar, T., Dušek, O., Eger, S., Fang, Q., Gatt, A., Gkatzia, D., González Corbelle, J., Hovy, D., Hürlimann, M., Ito, T., Kelleher, J. D., Klubicka, F., Lai, H., van der Lee, C., van Miltenburg, E., Li, Y., Mahamood, S., Mieskes, M., Nissim, M., Parde, N., Plátek, O., Rieser, V., Mosteiro Romero, P., Tetreault, J., Toral, A., Wang, X., Wanner, L., Watson, L., Yang, D.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.18653/v1/2023.insights-1.1
Open Access: http://aura.abdn.ac.uk/bitstreams/c340c214-5d27-45c3-8def-677983c3538b/download

Alignment of code switching varies with proficiency in second language learning dialogue

2023

Sinclair, A. J., Fernández, R.

System, vol. 113, 102952

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.system.2022.102952
Additional Links: View publication in Scopus

State-of-the-art generalisation research in NLP: a taxonomy and review

2023

Hupkes, D., Giulianelli, M., Dankers, V., Artetxe, M., Elazar, Y., Pimentel, T., Christodoulopoulos, C., Lasri, K., Saphra, N., Sinclair, A., Ulmer, D., Schottmann, F., Batsuren, K., Sun, K., Sinha, K., Khalatbari, L., Ryskina, M., Technology, H., Cotterell, R., Jin, Z.

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2210.03050

Are Experts Needed?: On Human Evaluation of Counselling Reflection Generation

2023

Wu, Z., Balloccu, S., Reiter, E., Helaoui, R., Reforgiato Recupero, D., Riboni, D.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.18653/v1/2023.acl-long.382
Open Access: http://aura.abdn.ac.uk/bitstreams/9e3e081b-6843-4bb0-b583-7a6af166bc2d/download

Attractiveness analysis for health claims on food packages

2022

Li, X., Liang, H., Ryder, C., Jones, R., Liu, Z.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-981-19-8746-5_16

Consultation Checklists: Standardising the Human Evaluation of Medical Note Generation

2022

Savkov, A., Moramarco, F., Papadopoulos Korfiatis, A., Perera, M., Belz, A., Reiter, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2022.emnlp-industry.10
Open Access: http://aura.abdn.ac.uk/bitstreams/e337f6c3-b90f-4a4d-adb1-ce769b17a13a/download

Error Analysis of ToTTo Table-to-Text Neural NLG Models

2022

Sundararajan, B., Sripada, S., Reiter, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2022.gem-1.43
Open Access: http://aura.abdn.ac.uk/bitstreams/bba862bb-b8e9-4c4e-a4c6-65d6c884aa6c/download

An approach to improve asset maintenance and management priorities using machine learning techniques

2022

Hanish Nithin, A., Hobbs, M., Sriramula, S., Sripada, S.

Safety and Reliability, vol. 41, no. 3, pp. 151-169

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1080/09617353.2022.2142011
Open Access: http://aura.abdn.ac.uk/bitstreams/29ac9526-36c2-4e25-87a4-5175bb5c79d2/download

Construction Repetition Reduces Information Rate in Dialogue

2022

Giulianelli, M., Sinclair, A., Fernández, R.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2022.aacl-main.51
Digital Object Identifier: https://doi.org/10.48550/arXiv.2210.08321
Open Access: http://aura.abdn.ac.uk/bitstreams/a45216f3-a316-43f8-9fa5-6f88d05bcdf2/download

Detecting Age-Related Linguistic Patterns in Dialogue: Toward Adaptive Conversational Systems

2022

Jansen, L., Sinclair, A., van der Goot, M. J., Fernández, R., Pezzelle, S.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.4000/books.aaccademia.10678
Open Access: http://aura.abdn.ac.uk/bitstreams/3e03c23a-d493-4ca7-9d1d-150b123d9672/download

MetaPro:: A Computational Metaphor Processing Model for Text Pre-processing

2022

Mao, R., Li, X., Ge, M., Cambria, E.

Contributions to Journals: Conference Articles

Digital Object Identifier: https://doi.org/10.1016/j.inffus.2022.06.002

Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations

2022

Sinclair, A., Jumelet, J., Zuidema, W., Fernández, R.

Transactions of the Association for Computational Linguistics, vol. 10, pp. 1031-1050

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1162/tacl_a_00504
Open Access: http://aura.abdn.ac.uk/bitstreams/86cc9990-4476-477d-8bc4-83bf7c84e36a/download
Additional Links: https://aclanthology.org/2022.tacl-1.60/

User-Driven Research of Medical Note Generation Software

2022

Knoll, T., Moramarco, F., Papadopoulos Korfiatis, A., Young, R., Ruffini, C., Perera, M., Perstl, C., Reiter, E., Belz, A., Savkov, A.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.18653/v1/2022.naacl-main.29
Open Access: http://aura.abdn.ac.uk/bitstreams/e3649d87-b8f4-4786-b77a-d7c710ce03c5/download

AnaLog: Testing Analytical and Deductive Logic Learnability in Language Models

2022

Ryb, S., Giulianelli, M., Sinclair, A., Fernández, R.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.18653/v1/2022.starsem-1.5
Open Access: http://aura.abdn.ac.uk/bitstreams/8ff49e40-6912-475c-9438-8ec40cac5747/download

Comparing informativeness of an NLG chatbot vs graphical app in diet-information domain

2022

Balloccu, S., Reiter, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2022.inlg-main.13
Digital Object Identifier: https://doi.org/10.18653/v1/2022.inlg-main.13
Open Access: http://aura.abdn.ac.uk/bitstreams/90380673-37bc-4ff9-9e34-f6113c0f26ea/download

DrivingBeacon: Driving Behaviour Change Support System Considering Mobile Use and Geo-information

2022

Baig, J., Chen, G., Lin, C., Reiter, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2022.nlg4health-1.1
Open Access: http://aura.abdn.ac.uk/bitstreams/8de04971-8e78-4387-be7c-498da1d370fd/download

The 2022 ReproGen Shared Task on Reproducibility of Evaluations in NLG: Overview and Results

2022

Belz, A., Shimorina, A., Popović, M., Reiter, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2022.inlg-genchal.8
Open Access: http://aura.abdn.ac.uk/bitstreams/c76eae6f-d922-4e28-8301-041f17884624/download

The Accuracy Evaluation Shared Task as a Retrospective Reproduction Study

2022

Thomson, C., Reiter, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2022.inlg-genchal.11
Open Access: http://aura.abdn.ac.uk/bitstreams/b52bfcd5-2c9b-404f-b21b-9c1000be3add/download

Structural persistence in Language Models: Priming as a Window into Abstract Language Representations

2022

Sinclair, A., Jumelet, J., Zuidema, W., Fernández, R.

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2109.14989

Improving ultrasound image classification with local texture quantisation

2022

Li, X., Liang, H., Nagala, S., Chen, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/ICASSP43922.2022.9747883

Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation

2022

Moramarco, F., Korfiatis, A. P., Perera, M., Juric, D., Flann, J., Reiter, E., Savkov, A., Belz, A.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.18653/v1/2022.acl-long.394
Open Access: http://aura.abdn.ac.uk/bitstreams/4bfcc221-a50b-413f-a9ed-76e7146d4189/download
Additional Links: https://deepai.org/publication/human-evaluation-and-correlation-with-automatic-metrics-in-consultation-note-generation

Anno-Mi: A dataset of expert- annotated counselling dialogues

2022

Wu, Z., Balloccu, S., Kumar, V., Helaoui, R., Reiter, E., Reforgiato Recupero, D., Riboni, D.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/ICASSP43922.2022.9746035
Open Access: http://aura.abdn.ac.uk/bitstreams/f0e68470-1d5e-4781-bb15-d8ddd9518e27/download
Additional Links: https://paperswithcode.com/paper/anno-mi-a-dataset-of-expert-annotated

Data Augmentation for Reliability and Fairness in Counselling Quality Classification

2022

Awon, V. K., Balloccu, S., Wu, Z., Reiter, E., Helaouie, R., Reforgiato Recupero, D., Riboni, D.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://github.com/hslu-abiz/sdaih22/blob/gh-pages/preprints/Data%20Augmentation%20for%20Reliability%20and%20Fairness%20in%20Counselling%20Quality%20Classification%20(slides).pdf
Open Access: http://aura.abdn.ac.uk/bitstreams/7aaa8eb0-68e8-41ec-9345-a2193884b548/download
Additional Links: http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=159833

Exploring the potential of adapting conversational systems to different age groups: a pilot study

2021

Van der Goot, M., Dolinsek, S., Jansen, L., Sinclair, A., Fernández, R., Pezzelle, S., Georgiou, M.

Contributions to Conferences: Papers

Online: https://conversations2021.files.wordpress.com/2021/11/conversations_2021_positionpaper_20_vandergoot-1.pdf
Additional Links: Link to Conference Page

On the Latent Holes of VAEs for Text Generation

2021

Li, R., Peng, X., Lin, C.

Contributions to Conferences

Digital Object Identifier: https://doi.org/10.48550/arXiv.2110.03318
Open Access: http://aura.abdn.ac.uk/bitstreams/5ff44552-6383-43da-a724-1a1691936a5f/download

Construction Coordination in First and Second Language Acquisition

2021

Sinclair, A. J., Fernández, R.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings