Publications | The School of Natural and Computing Sciences

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: file:///C:/Users/s01gv9/Downloads/4397_large_language_models_are_effi.pdf
Digital Object Identifier: https://doi.org/10.48550/arXiv.2401.10446
Open Access: http://aura.abdn.ac.uk/bitstream/2164/22864/1/2401.10446v1.pdf

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/bitstream/2164/22863/1/2402.05457v1.pdf
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/bitstream/2164/23945/1/Yee_etal_LREC_Effeciency_and_Effectiveness_VOR.pdf
Additional Links: View publication in Scopus

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/bitstream/2164/23386/1/Sivaprasad_etReiter_UNLP_Linguistically_Comunicating_Uncertainty_VOR.pdf
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/bitstream/2164/23609/1/Wang_etal_AIR_Simulated_Task_Oriented_AAM.pdf
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/bitstream/2164/22510/1/Thompson_etal_SI_Smartphone_based_extendable_VOR.pdf
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/bitstream/2164/22841/1/2402.06894v1.pdf

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/bitstream/2164/22828/1/Sivaprasad_etal_ECAI_Evaluation_of_Human_VOR.pdf
Additional Links: View publication in Scopus; https://ecai2023.eu/; https://xai3ecai2023.github.io/

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: View publication in Scopus