NL in the Middle: Code Translation with LLMs and Intermediate Representations
Fuente:
arXiv
Saved in:
| Main Authors: | Tai, Chi-en Amy, Nie, Pengyu, Golab, Lukasz, Wong, Alexander |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
InterTrans: Leveraging Transitive Intermediate Translations to Enhance LLM-based Code Translation
by: Macedo, Marcos, et al.
Published: (2024)
by: Macedo, Marcos, et al.
Published: (2024)
Efficient Incremental Code Coverage Analysis for Regression Test Suites
by: Wang, Jiale Amber, et al.
Published: (2024)
by: Wang, Jiale Amber, et al.
Published: (2024)
Can Emulating Semantic Translation Help LLMs with Code Translation? A Study Based on Pseudocode
by: Chen, Songqiang, et al.
Published: (2025)
by: Chen, Songqiang, et al.
Published: (2025)
Binary Code Similarity Detection via Graph Contrastive Learning on Intermediate Representations
by: Shang, Xiuwei, et al.
Published: (2024)
by: Shang, Xiuwei, et al.
Published: (2024)
Towards Translating Real-World Code with LLMs: A Study of Translating to Rust
by: Eniser, Hasan Ferit, et al.
Published: (2024)
by: Eniser, Hasan Ferit, et al.
Published: (2024)
Assessing Code Generation with Intermediate Languages
by: Deng, Xun, et al.
Published: (2024)
by: Deng, Xun, et al.
Published: (2024)
Evolving Triple Knowledge-Augmented LLMs for Code Translation in Repository Context
by: Ou, Guangsheng, et al.
Published: (2025)
by: Ou, Guangsheng, et al.
Published: (2025)
Algorithm-Based Pipeline for Reliable and Intent-Preserving Code Translation with LLMs
by: Dipto, Shahriar Rumi, et al.
Published: (2026)
by: Dipto, Shahriar Rumi, et al.
Published: (2026)
Generating Test Scenarios from NL Requirements using Retrieval-Augmented LLMs: An Industrial Study
by: Arora, Chetan, et al.
Published: (2024)
by: Arora, Chetan, et al.
Published: (2024)
Suggesting Code Edits in Interactive Machine Learning Notebooks Using Large Language Models
by: Jin, Bihui, et al.
Published: (2025)
by: Jin, Bihui, et al.
Published: (2025)
Towards Exception Safety Code Generation with Intermediate Representation Agents Framework
by: Zhang, Xuanming, et al.
Published: (2024)
by: Zhang, Xuanming, et al.
Published: (2024)
Enhancing LLMs in Long Code Translation through Instrumentation and Program State Alignment
by: Xin-Ye, Li, et al.
Published: (2025)
by: Xin-Ye, Li, et al.
Published: (2025)
APIRAT: Integrating Multi-source API Knowledge for Enhanced Code Translation with LLMs
by: Wang, Chaofan, et al.
Published: (2025)
by: Wang, Chaofan, et al.
Published: (2025)
ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation
by: He, Minghua, et al.
Published: (2025)
by: He, Minghua, et al.
Published: (2025)
ClassEval-T: Evaluating Large Language Models in Class-Level Code Translation
by: Xue, Pengyu, et al.
Published: (2024)
by: Xue, Pengyu, et al.
Published: (2024)
Function-to-Style Guidance of LLMs for Code Translation
by: Zhang, Longhui, et al.
Published: (2025)
by: Zhang, Longhui, et al.
Published: (2025)
Rectifier: Code Translation with Corrector via LLMs
by: Yin, Xin, et al.
Published: (2024)
by: Yin, Xin, et al.
Published: (2024)
RulER: Automated Rule-Based Semantic Error Localization and Repair for Code Translation
by: Jin, Shuo, et al.
Published: (2025)
by: Jin, Shuo, et al.
Published: (2025)
LLM-Rosetta: A Hub-and-Spoke Intermediate Representation for Cross-Provider LLM API Translation
by: Ding, Peng
Published: (2026)
by: Ding, Peng
Published: (2026)
Teaching Machines to Code: Smart Contract Translation with LLMs
by: Karanjai, Rabimba, et al.
Published: (2024)
by: Karanjai, Rabimba, et al.
Published: (2024)
A Cross-Platform Execution Engine for the Quantum Intermediate Representation
by: Wong, Elaine, et al.
Published: (2024)
by: Wong, Elaine, et al.
Published: (2024)
Leveraging LLMs for Automated Translation of Legacy Code: A Case Study on PL/SQL to Java Transformation
by: Solovyeva, Lola, et al.
Published: (2025)
by: Solovyeva, Lola, et al.
Published: (2025)
TransLibEval: Demystify Large Language Models' Capability in Third-party Library-targeted Code Translation
by: Xue, Pengyu, et al.
Published: (2025)
by: Xue, Pengyu, et al.
Published: (2025)
Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility
by: Jin, Bihui, et al.
Published: (2026)
by: Jin, Bihui, et al.
Published: (2026)
Enhancing Program Repair with Specification Guidance and Intermediate Behavioral Signals
by: Le-Anh, Minh, et al.
Published: (2026)
by: Le-Anh, Minh, et al.
Published: (2026)
I Can't Share Code, but I need Translation -- An Empirical Study on Code Translation through Federated LLM
by: Kumar, Jahnavi, et al.
Published: (2025)
by: Kumar, Jahnavi, et al.
Published: (2025)
Energy-Efficient Software Development: A Multi-dimensional Empirical Analysis of Stack Overflow
by: Jin, Bihui, et al.
Published: (2024)
by: Jin, Bihui, et al.
Published: (2024)
From Output to Evaluation: Does Raw Instruction-Tuned Code LLMs Output Suffice for Fill-in-the-Middle Code Generation?
by: Ahmad, Wasi Uddin, et al.
Published: (2025)
by: Ahmad, Wasi Uddin, et al.
Published: (2025)
LegacyTranslate: LLM-based Multi-Agent Method for Legacy Code Translation
by: Moti, Zahra, et al.
Published: (2026)
by: Moti, Zahra, et al.
Published: (2026)
Beyond Translation Accuracy: Addressing False Failures in LLM-Based Code Translation
by: Rabbi, Fazle, et al.
Published: (2026)
by: Rabbi, Fazle, et al.
Published: (2026)
When LLMs Meet API Documentation: Can Retrieval Augmentation Aid Code Generation Just as It Helps Developers?
by: Chen, Jingyi, et al.
Published: (2025)
by: Chen, Jingyi, et al.
Published: (2025)
A Benchmark for Evaluating Repository-Level Code Agents with Intermediate Reasoning on Feature Addition Task
by: Liu, Shuhan, et al.
Published: (2026)
by: Liu, Shuhan, et al.
Published: (2026)
A Systematic Literature Review on Neural Code Translation
by: Chen, Xiang, et al.
Published: (2025)
by: Chen, Xiang, et al.
Published: (2025)
Code Quality Analysis of Translations from C to Rust
by: Tadesse, Biruk, et al.
Published: (2026)
by: Tadesse, Biruk, et al.
Published: (2026)
On LLMs' Internal Representation of Code Correctness
by: Ribeiro, Francisco, et al.
Published: (2025)
by: Ribeiro, Francisco, et al.
Published: (2025)
Lost in Translation: A Study of Bugs Introduced by Large Language Models while Translating Code
by: Pan, Rangeet, et al.
Published: (2023)
by: Pan, Rangeet, et al.
Published: (2023)
TokDrift: When LLM Speaks in Subwords but Code Speaks in Grammar
by: Li, Yinxi, et al.
Published: (2025)
by: Li, Yinxi, et al.
Published: (2025)
Compiling Code LLMs into Lightweight Executables
by: Shi, Jieke, et al.
Published: (2026)
by: Shi, Jieke, et al.
Published: (2026)
TritonRL: Training LLMs to Think and Code Triton Without Cheating
by: Woo, Jiin, et al.
Published: (2025)
by: Woo, Jiin, et al.
Published: (2025)
Decoding Secret Memorization in Code LLMs Through Token-Level Characterization
by: Nie, Yuqing, et al.
Published: (2024)
by: Nie, Yuqing, et al.
Published: (2024)
Similar Items
-
InterTrans: Leveraging Transitive Intermediate Translations to Enhance LLM-based Code Translation
by: Macedo, Marcos, et al.
Published: (2024) -
Efficient Incremental Code Coverage Analysis for Regression Test Suites
by: Wang, Jiale Amber, et al.
Published: (2024) -
Can Emulating Semantic Translation Help LLMs with Code Translation? A Study Based on Pseudocode
by: Chen, Songqiang, et al.
Published: (2025) -
Binary Code Similarity Detection via Graph Contrastive Learning on Intermediate Representations
by: Shang, Xiuwei, et al.
Published: (2024) -
Towards Translating Real-World Code with LLMs: A Study of Translating to Rust
by: Eniser, Hasan Ferit, et al.
Published: (2024)