Michael Doyle

According to our database, Michael Doyle authored at least 12 papers between 1992 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Can LLMs Replace Humans During Code Chunking?

Christopher Glasz, Emily Escamilla, Eric O. Scott, Anand Patel, Jacob Zimmer, Colin Diggs, Michael Doyle, Scott Rosen, Nitin Naik, Justin F. Brunelle, Samruddhi Thaker, Parthav Poudel, Arun Sridharan, Amit Madan, Doug Wendt, William Macke, Thomas Schill

CoRR, June, 2025

Impact of Comments on LLM Comprehension of Legacy Code.

Rock Sabetto, Emily Escamilla, Devesh Agarwal, Sujay Kandwal, Justin F. Brunelle, Scott Rosen, Nitin Naik, Samruddhi Thaker, Eric O. Scott, Jacob Zimmer, Amit Madan, Arun Sridharan, Doug Wendt, Michael Doyle, Christopher Glasz, Jasper Phillips, William Macke, Colin Diggs, Michael Bartholf, Zachary Robin, Paul Ursino

CoRR, June, 2025

Leveraging LLMs for Legacy Code Modernization: Evaluation of LLM-Generated Documentation.

Colin Diggs, Michael Doyle, Amit Madan, Eric O. Scott, Emily Escamilla, Jacob Zimmer, Naveed Nekoo, Paul Ursino, Michael Bartholf, Zachary Robin, Anand Patel, Chris Glasz, William Macke, Paul Kirk, Jasper Phillips, Arun Sridharan, Doug Wendt, Scott Rosen, Nitin Naik, Justin F. Brunelle, Samruddhi Thaker

Proceedings of the IEEE/ACM International Workshop on Large Language Models for Code, 2025

2024

Leveraging LLMs for Legacy Code Modernization: Challenges and Opportunities for LLM-Generated Documentation.

Colin Diggs, Michael Doyle, Amit Madan, Siggy Scott, Emily Escamilla, Jacob Zimmer, Naveed Nekoo, Paul Ursino, Michael Bartholf, Zachary Robin, Anand Patel, Chris Glasz, William Macke, Paul Kirk, Jasper Phillips, Arun Sridharan, Doug Wendt, Scott Rosen, Nitin Naik, Justin F. Brunelle, Samruddhi Thaker

CoRR, 2024

Testing the Effect of Code Documentation on Large Language Model Code Understanding.

William Macke, Michael Doyle

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

AI-Based Suicide Risk Assessment.

Pavlos Charonyktakis, Grigoris Antoniou, Marios Adamou, Michael Doyle, Sotiris Batsakis, Ioannis Tsamardinos

Proceedings of the 15th International Conference on Information, 2024

2023

Reinforcement Learning for Wildfire Mitigation in Simulated Disaster Environments.

Alexander Tapley, Marissa Dotter, Michael Doyle, Aidan Fennelly, Dhanuj Gandikota, Savanna Smith, Michael Threet, Tim Welsh

CoRR, 2023

2022

Practical Attacks on Machine Translation using Paraphrase.

Elizabeth M. Merkhofer, John C. Henderson, Abigail S. Gertner, Michael Doyle, Lily Wong

Proceedings of the 15th biennial conference of the Association for Machine Translation in the Americas (Volume 1: Research Track), 2022

2019

Patterns of drinking in Aboriginal and Torres Strait Islander peoples as self-reported on the Grog Survey App: a stratified sample.

KS Kylie Lee, James H. Conigrave, Scott Wilson, Jimmy Perry, Noel E. Hayman, Catherine Zheng, Mustafa Al Ansari, Michael Doyle, Robin Room, Sarah Callinan, Tanya Chikritzhs, Tim Slade, Katherine M. Conigrave

BMC Medical Informatics Decis. Mak., 2019

Scalar Arithmetic Multiple Data: Customizable Precision for Deep Neural Networks.

Andrew Anderson, Michael Doyle, David Gregg

Proceedings of the 26th IEEE Symposium on Computer Arithmetic, 2019

2015

Similarity-Based Support for Text Reuse in Technical Writing.

Axel J. Soto, Abidalrahman Mohammad, Andrew Albert, Aminul Islam, Evangelos E. Milios, Michael Doyle, Rosane Minghim, Maria Cristina Ferreira de Oliveira

Proceedings of the 2015 ACM Symposium on Document Engineering, 2015

1992

Modeling and Analysis of Empirical Data in Collaborative Environments.

Ingrid Carlbom, William M. Hsu, Gudrun Klinker, Richard Szeliski, Keith Waters, Michael Doyle, Jim Gettys, Kristen M. Harris, Thoms M. Levergood, Ricky S. Palmer, Lawrence G. Palmer, Marc Picart, Demetri Terzopoulos, David Tonnesen, Michael W. Vannier, Greg Wallace

Commun. ACM, 1992