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cs.SE2026★ 1 cited
LEANCODE: Understanding Models Better for Code Simplification of Pre-trained Large Language Models
Yan Wang, Ling Ding, Tien N Nguyen +2
Large Language Models for code often entail significant computational complexity, which grows significantly with the length of the input code sequence. We propose LeanCode for code…
cs.SE2024
Natural Is The Best: Model-Agnostic Code Simplification for Pre-trained Large Language Models
Yan Wang, Xiaoning Li, Tien Nguyen +3
Pre-trained Large Language Models (LLM) have achieved remarkable successes in several domains. However, code-oriented LLMs are heavy in computational complexity, and quadratically…