Tim Baldwin

On the Effectiveness of Images in Multi-modal Text Classification: An Annotation Study

Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin

Journal article  |  2023  |  ACM Transactions on Asian and Low-Resource Language Information Processing

Combining different input modalities beyond text is a key challenge for natural language processing. Previous work has been inconc..

Automating Quality Assessment of Medical Evidence in Systematic Reviews: Model Development and Validation Study.

Simon Šuster, Timothy Baldwin, Jey Han Lau, Antonio Jimeno Yepes, David Martinez Iraola, Yulia Otmakhova, Karin Verspoor

Journal article  |  2023  |  J Med Internet Res

BACKGROUND: Assessment of the quality of medical evidence available on the web is a critical step in the preparation of systematic..

Predicting Publication of Clinical Trials Using Structured and Unstructured Data: Model Development and Validation Study.

Siyang Wang, Simon Šuster, Timothy Baldwin, Karin Verspoor

Journal article  |  2022  |  Journal of Medical Internet Research

BACKGROUND: Publication of registered clinical trials is a critical step in the timely dissemination of trial findings. However, a..

Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression

Y Wang, D Beck, T Baldwin, K Verspoor

Journal article  |  2022  |  Transactions of the Association for Computational Linguistics

State-of-the-art classification and regression models are often not well calibrated, and cannot reliably provide uncertainty estim..

Online examinations in a large Australian CS1 course

B Jeffries, T Baldwin, M Zalk

Conference Proceedings  |  2022  |  ACM International Conference Proceeding Series

Due to the Covid-19 pandemic, universities were required to shift teaching online in 2020, including exams. This rapid move requir..

Overcoming challenges in extracting prescribing habits from veterinary clinics using big data and deep learning

B Hur, LY Hardefeldt, K Verspoor, T Baldwin, JR Gilkerson

Journal article  |  2022  |  AUSTRALIAN VETERINARY JOURNAL

Understanding antimicrobial usage patterns and encouraging appropriate antimicrobial usage is a critical component of antimicrobia..

CULG: Commercial Universal Language Generation

H Li, Y Huang, Y Gong, J Jiao, R Zhang, T Baldwin, N Duan

Conference Proceedings  |  2022  |  NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Industry Papers

The patient is more dead than alive: exploring the current state of the multi-document summarization of the biomedical literature

Yulia Otmakhova, Karin Verspoor, Timothy Baldwin, Jey Han Lau

Conference Proceedings  |  2022  |  PROCEEDINGS OF THE 60TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2022), VOL 1: (LONG PAPERS)

Although multi-document summarization (MDS) of the biomedical literature is a highly valuable task that has recently attracted sub..

One Country, 700 Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia

AF Aji, GI Winata, F Koto, S Cahyawijaya, A Romadhony, R Mahendra, K Kurniawan, D Moeljadi, RE Prasojo, T Baldwin, JH Lau, S Ruder

Conference Proceedings  |  2022  |  Proceedings of the Annual Meeting of the Association for Computational Linguistics

NLP research is impeded by a lack of resources and awareness of the challenges presented by underrepresented languages and dialect..

M3: Multi-level dataset for Multi-document summarization of Medical studies

Y Otmakhova, K Verspoor, T Baldwin, AJ Yepes, JH Lau

Conference Proceedings  |  2022  |  Findings of the Association for Computational Linguistics: EMNLP 2022