Balisage Series on Markup Technologies

Topic: Large Language Models

Beshero-Bondar, Elisa E. “Declarative markup in the time of "AI": Controlling the semantics of tokenized strings.” Presented at Balisage: The Markup Conference 2023, Washington, DC, July 31 - August 4, 2023. In Proceedings of Balisage: The Markup Conference 2023. Balisage Series on Markup Technologies, vol. 28 (2023). https://doi.org/10.4242/BalisageVol28.Beshero-Bondar01. [Paper] [Slides and materials]

DeRose, Steven J. “Can LLMs help with XML?” Presented at Balisage: The Markup Conference 2024, Washington, DC, July 29 - August 2, 2024. In Proceedings of Balisage: The Markup Conference 2024. Balisage Series on Markup Technologies, vol. 29 (2024). https://doi.org/10.4242/BalisageVol29.DeRose01. [Paper] [Slides and materials]

Dubinko, M. Joel. “Building applications with generative AI.” Presented at Balisage: The Markup Conference 2023, Washington, DC, July 31 - August 4, 2023. In Proceedings of Balisage: The Markup Conference 2023. Balisage Series on Markup Technologies, vol. 28 (2023). https://doi.org/10.4242/BalisageVol28.Dubinko01. [Abstract] [Slides and materials]

Ogbuji, Uche. “Privately Automating Common, Uncommon, and Surprising Markup Tasks using AI Large Language Models.” Presented at Balisage: The Markup Conference 2023, Washington, DC, July 31 - August 4, 2023. In Proceedings of Balisage: The Markup Conference 2023. Balisage Series on Markup Technologies, vol. 28 (2023). https://doi.org/10.4242/BalisageVol28.Ogbuji01. [Abstract]

Prescod, Paul, Ben Feuer, Andrii Hladkyi, Sean Paulk and Arjun Prasad. “Auto-Markup BenchMark: Towards an Industry-standard Benchmark for Evaluating Automatic Document Markup.” Presented at Balisage: The Markup Conference 2023, Washington, DC, July 31 - August 4, 2023. In Proceedings of Balisage: The Markup Conference 2023. Balisage Series on Markup Technologies, vol. 28 (2023). https://doi.org/10.4242/BalisageVol28.Prescod01. [Paper]

Prescod, Paul, and Phill Tornroth. “Clean SOAP: Evaluating AI-based Structured Document Generation in a Medical Context.” Presented at Balisage: The Markup Conference 2024, Washington, DC, July 29 - August 2, 2024. In Proceedings of Balisage: The Markup Conference 2024. Balisage Series on Markup Technologies, vol. 29 (2024). https://doi.org/10.4242/BalisageVol29.Prescod01. [Paper]

Retter, Adam. “What does AI mean for Open Source?” Presented at Balisage: The Markup Conference 2026, Washington, DC, August 3 - 7, 2026. In Proceedings of Balisage: The Markup Conference 2026. Balisage Series on Markup Technologies, vol. 31 (2026). https://doi.org/10.4242/BalisageVol31.Retter01. [Paper]

Wolfe, Ben. “Heart of Dorkness: A Journey in Vibe Coding an XML-Aware Program.” Presented at Balisage: The Markup Conference 2026, Washington, DC, August 3 - 7, 2026. In Proceedings of Balisage: The Markup Conference 2026. Balisage Series on Markup Technologies, vol. 31 (2026). https://doi.org/10.4242/BalisageVol31.Wolfe01. [Paper]