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researcher

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 2025Show all

2 papers · 1 filter

cs.SE2025

Can LLMs Replace Humans During Code Chunking?

Christopher Glasz, Emily Escamilla, Eric O. Scott +14

Large language models (LLMs) have become essential tools in computer science, especially for tasks involving code understanding and generation. However, existing work does not addr…

cs.SE2025

Impact of Comments on LLM Comprehension of Legacy Code

Rock Sabetto, Emily Escamilla, Devesh Agarwal +18

Large language models (LLMs) have been increasingly integrated into software engineering and maintenance tasks due to their high performance with software engineering tasks and rob…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.