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researcher

Eric L. Melin

5 papers hereh-index 19 citations6 works total

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

author position
  • first author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.SE5

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedExploring the Advances in Using Machine Learning to Identify Technical Debt and Self-Admitted Technical Debt

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

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.SE2024

Precision or Peril: A PoC of Python Code Quality from Quantized Large Language Models

Eric L. Melin, Adam J. Torek, Nasir U. Eisty +1

Context: Large Language Models (LLMs) like GPT-5 and LLaMA-405b exhibit advanced code generation abilities, but their deployment demands substantial computation resources and energ…

cs.SE2024★ 2 cited

Exploring the Advances in Using Machine Learning to Identify Technical Debt and Self-Admitted Technical Debt

Eric L. Melin, Nasir U. Eisty

In software engineering, technical debt, signifying the compromise between short-term expediency and long-term maintainability, is being addressed by researchers through various ma…

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