Abstract: Pseudocode is commonly used to teach algorithms for computer science students in an introductory programming course. When an automatic translation tool is available, students can translate ...

Abstract: Pseudo-code written in natural language can aid the comprehension of source code in unfamiliar programming languages ... specifically adopting the statistical machine translation (SMT) ...

However, a significant challenge persists in developing open-source code LLMs, as their performance ... reproducible dataset comprising 960 billion tokens across 607 programming languages. The data ...