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cs.CL2024
ECCO: Can We Improve Model-Generated Code Efficiency Without Sacrificing Functional Correctness?
Siddhant Waghjale, Vishruth Veerendranath, Zora Zhiruo Wang +1
Although large language models (LLMs) have been largely successful in generating functionally correct programs, conditioning models to produce efficient solutions while ensuring co…
cs.CL2024
Pre-Calc: Learning to Use the Calculator Improves Numeracy in Language Models
Vishruth Veerendranath, Vishwa Shah, Kshitish Ghate
Quantitative and numerical comprehension in language is an important task in many fields like education and finance, but still remains a challenging task for language models. While…