Publications | The School of Natural and Computing Sciences

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/bitstream/2164/22147/1/Hupkes_Etal_A_Taxonomy_And_VOR.pdf
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/bitstream/2164/24018/1/Thomson_etal_INLG_Enhancing_Factualness_And_VoR.pdf
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/bitstream/2164/21469/1/2307.08029v1.pdf

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/bitstream/2164/21188/2/2306.10563v1.pdf; http://aura.abdn.ac.uk/bitstream/2164/21188/1/Hu_etal_ACL_Hearing_Lips_In_VoR.pdf

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/bitstream/2164/21187/2/2306.10567v1.pdf; http://aura.abdn.ac.uk/bitstream/2164/21187/1/Hu_etal_ACL_MIR_GAN_Refining_Frame_VoR.pdf

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/bitstream/2164/21800/1/Belz_etal_ACL_Non-repetable_Experiments_And_VoR.pdf