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Michael Dean Doyle

The MITRE Corporation

6 papers hereh-index 543 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4
  • last author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.SE3
  • cs.LG2
  • cs.CR1
affiliations
  • The MITRE Corporation
Homepage

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedLeveraging LLMs for Legacy Code Modernization: Challenges and Opportunities for LLM-Generated Documentation

3 citations · 4 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.LG2024★ 3 cited

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

Colin Diggs, Michael Doyle, Amit Madan +18

Legacy software systems, written in outdated languages like MUMPS and mainframe assembly, pose challenges in efficiency, maintenance, staffing, and security. While LLMs offer promi…

cs.SE2024

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

William Macke, Michael Doyle

Large Language Models (LLMs) have demonstrated impressive abilities in recent years with regards to code generation and understanding. However, little work has investigated how doc…

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