Wallace, Byron C.

Evaluating Factuality in Text Simplification

Devaraj, A., Sheffield, W., Wallace, B., & Li, J. J. (2022) · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Text Readability and SimplificationTopic Modeling

Cited by 40

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness

Zhang, G., Jin, Q., Jered McInerney, D., Chen, Y., Wang, F., Cole, C. L., Yang, Q., Wang, Y., Malin, B. A., Peleg, M., et al. (2024) · Journal of Biomedical Informatics

Artificial Intelligence in Healthcare and EducationMeta-analysis and systematic reviews

Cited by 40

The views of health guideline developers on the use of automation in health evidence synthesis

Arno, A., Elliott, J., Wallace, B., Turner, T., & Thomas, J. (2021) · Systematic Reviews

Clinical practice guidelines implementationMeta-analysis and systematic reviews

Cited by 40

Challenges and opportunities in applied machine learning

Brodley, C. E., Rebbapragada, U., Small, K., & Wallace, B. C. (2012) · AI Magazine

Machine Learning and AlgorithmsArtificial Intelligence Applications

Cited by 32

Modeling annotation time to reduce workload in comparative effectiveness reviews

Wallace, B. C., Small, K., Brodley, C. E., Lau, J., & Trikalinos, T. A. (2010) · Proceedings of the 1st ACM International Health Informatics Symposium

Meta-analysis and systematic reviewsInformation Retrieval and Search Behavior

Cited by 25

In a pilot study, automated real-time systematic review updates were feasible, accurate, and work-saving

Marshall, I. J., Trikalinos, T. A., Soboczenski, F., Yun, H. S., Kell, G., Marshall, R., & Wallace, B. C. (2023) · Journal of Clinical Epidemiology

Meta-analysis and systematic reviewsAcademic Publishing and Open Access

Cited by 23

Semi-automated Tools for Systematic Searches

Adam, G. P., Wallace, B. C., & Trikalinos, T. A. (2022) · Methods in Molecular Biology

Meta-analysis and systematic reviewsscientometrics and bibliometrics research

Cited by 19

FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence

Joseph, S., Chen, L., Trienes, J., Göke, H., Coers, M., Xu, W., Wallace, B., & Li, J. J. (2024) · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Biomedical Text Mining and OntologiesText Readability and Simplification

Cited by 17

Evaluating Data Abstraction Assistant, a novel software application for data abstraction during systematic reviews: protocol for a randomized controlled trial

Saldanha, I. J., Schmid, C. H., Lau, J., Dickersin, K., Berlin, J. A., Jap, J., Smith, B. T., Carini, S., Chan, W., De Bruijn, B., et al. (2016) · Systematic Reviews

Meta-analysis and systematic reviewsSoftware Engineering Techniques and Practices

Cited by 15

Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations

Nye, B. E., DeYoung, J., Lehman, E., Nenkova, A., Marshall, I. J., & Wallace, B. C. (2020) · arXiv

Biomedical Text Mining and OntologiesTopic Modeling

Cited by 15

Towards a computational framework for automating substance use counseling with virtual agents

Olafsson, S., Wallace, B., & Bickmore, T. (2020) · International Joint Conference on Autonomous Agents and Multiagent Systems

Speech and dialogue systemsSubstance Abuse Treatment and Outcomes

Cited by 13

A Neural Candidate-Selector Architecture for Automatic Structured Clinical Text Annotation.

Singh, G., Marshall, I. J., Thomas, J., Shawe-Taylor, J., & Wallace, B. C. (2017) · Proceedings of the 2017 ACM on Conference on Information and Knowledge Management

Biomedical Text Mining and OntologiesMachine Learning in Healthcare

Cited by 11

Learning to Ask Like a Physician

Lehman, E., Lialin, V., Legaspi, K. E., Sy, A. J., Pile, P. T., Alberto, N. R., Ragasa, R. R., Puyat, C. V., Taliño, M. K., Alberto, I. R., et al. (2022) · Proceedings of the 4th Clinical Natural Language Processing Workshop

Biomedical Text Mining and OntologiesArtificial Intelligence in Healthcare and Education

Cited by 10

Detection and Measurement of Syntactic Templates in Generated Text

Shaib, C., Elazar, Y., Li, J. J., & Wallace, B. C. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 7

Elucidating mechanisms of demographic bias in LLMs for healthcare

Ahsan, H., Sen Sharma, A., Amir, S., Bau, D., & Wallace, B. C. (2025) · Findings of the Association for Computational Linguistics: EMNLP 2025

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 1