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Code Translation

Code translation is the process of converting code written in one programming language to another programming language while maintaining the same functionality. This process is also known as code conversion, source-to-source translation, or transpilation. Code translation is often performed when developers want to take advantage of new programming languages, improve code performance, or maintain legacy systems. Some common examples include translating code from Python to Java, or from JavaScript to TypeScript.

Papers

Showing 125 of 100 papers

TitleStatusHype
Function-to-Style Guidance of LLMs for Code Translation0
Guaranteed Guess: A Language Modeling Approach for CISC-to-RISC Transpilation with Testing Guarantees0
Mutual-Supervised Learning for Sequential-to-Parallel Code TranslationCode1
hdl2v: A Code Translation Dataset for Enhanced LLM Verilog Generation0
CETBench: A Novel Dataset constructed via Transformations over Programs for Benchmarking LLMs for Code-Equivalence Checking0
Rethinking the effects of data contamination in Code Intelligence0
LEGO-Compiler: Enhancing Neural Compilation Through Translation Composability0
On-Policy Optimization with Group Equivalent Preference for Multi-Programming Language Understanding0
AutoGEEval: A Multimodal and Automated Framework for Geospatial Code Generation on GEE with Large Language Models0
TimeSeriesGym: A Scalable Benchmark for (Time Series) Machine Learning Engineering AgentsCode1
LLM-Assisted Translation of Legacy FORTRAN Codes to C++: A Cross-Platform Study0
CRUST-Bench: A Comprehensive Benchmark for C-to-safe-Rust TranspilationCode1
Post-Incorporating Code Structural Knowledge into LLMs via In-Context Learning for Code Translation0
Synthetic Data Generation Using Large Language Models: Advances in Text and Code0
Collaboration is all you need: LLM Assisted Safe Code Translation0
Generation of Optimized Solidity Code for Machine Learning Models using LLMs0
MoSE: Hierarchical Self-Distillation Enhances Early Layer Embeddings0
Can LLMs Replace Human Evaluators? An Empirical Study of LLM-as-a-Judge in Software Engineering0
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent WorkflowCode1
Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation0
GREEN-CODE: Learning to Optimize Energy Efficiency in LLM-based Code GenerationCode0
Fortran2CPP: Automating Fortran-to-C++ Translation using LLMs via Multi-Turn Dialogue and Dual-Agent IntegrationCode1
RepoTransBench: A Real-World Benchmark for Repository-Level Code Translation0
Syzygy: Dual Code-Test C to (safe) Rust Translation using LLMs and Dynamic Analysis0
Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property GraphsCode0
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