3 papers
cs.SE2026
Towards Comprehensive Benchmarking Infrastructure for LLMs In Software Engineering
Daniel Rodriguez-Cardenas, Xiaochang Li, Marcos Macedo +5
Large language models for code are advancing fast, yet our ability to evaluate them lags behind. Current benchmarks focus on narrow tasks and single metrics, which hide critical ga…
cs.SE2025
Output Format Biases in the Evaluation of Large Language Models for Code Translation
Marcos Macedo, Yuan Tian, Filipe R. Cogo +1
Code translation between programming languages (PLs) is a critical task in software engineering, facilitating the modernization of legacy systems, ensuring cross-platform compatibi…
cs.SE2024
InterTrans: Leveraging Transitive Intermediate Translations to Enhance LLM-based Code Translation
Marcos Macedo, Yuan Tian, Pengyu Nie +2
Code translation aims to convert a program from one programming language (PL) to another. This long-standing software engineering task is crucial for modernizing legacy systems, en…