CodePivot: Bootstrapping Multilingual Transpilation in LLMs via Reinforcement Learning without Parallel Corpora
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Shangyu, Jiang, Juyong, Ren, Meibo, Zhong, Sizhe, Tan, Huiri, Gou, Yunhao, Han, Xu, Chong, Chun Yong, Peng, Yun, Shen, Jiasi |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
OSVBench: Benchmarking LLMs on Specification Generation Tasks for Operating System Verification
by: Li, Shangyu, et al.
Published: (2025)
by: Li, Shangyu, et al.
Published: (2025)
Verified Code Transpilation with LLMs
by: Bhatia, Sahil, et al.
Published: (2024)
by: Bhatia, Sahil, et al.
Published: (2024)
From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora
by: Shen, Yingli, et al.
Published: (2025)
by: Shen, Yingli, et al.
Published: (2025)
Multilingual and Explainable Text Detoxification with Parallel Corpora
by: Dementieva, Daryna, et al.
Published: (2024)
by: Dementieva, Daryna, et al.
Published: (2024)
A Survey on Large Language Models for Code Generation
by: Jiang, Juyong, et al.
Published: (2024)
by: Jiang, Juyong, et al.
Published: (2024)
ReflexiCoder: Teaching Large Language Models to Self-Reflect on Generated Code and Self-Correct It via Reinforcement Learning
by: Jiang, Juyong, et al.
Published: (2026)
by: Jiang, Juyong, et al.
Published: (2026)
TAROT: Test-driven and Capability-adaptive Curriculum Reinforcement Fine-tuning for Code Generation with Large Language Models
by: Park, Chansung, et al.
Published: (2026)
by: Park, Chansung, et al.
Published: (2026)
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models
by: Lin, Peiqin, et al.
Published: (2024)
by: Lin, Peiqin, et al.
Published: (2024)
StreamLink: Large-Language-Model Driven Distributed Data Engineering System
by: Feng, Dawei, et al.
Published: (2025)
by: Feng, Dawei, et al.
Published: (2025)
LLM-Powered Quantum Code Transpilation
by: Siavash, Nazanin, et al.
Published: (2025)
by: Siavash, Nazanin, et al.
Published: (2025)
GhanaNLP Parallel Corpora: Comprehensive Multilingual Resources for Low-Resource Ghanaian Languages
by: Gyamfi, Lawrence Adu, et al.
Published: (2026)
by: Gyamfi, Lawrence Adu, et al.
Published: (2026)
Semantic Soft Bootstrapping: Long Context Reasoning in LLMs without Reinforcement Learning
by: Mitra, Purbesh, et al.
Published: (2025)
by: Mitra, Purbesh, et al.
Published: (2025)
WebGen-R1: Incentivizing Large Language Models to Generate Functional and Aesthetic Websites with Reinforcement Learning
by: Jiang, Juyong, et al.
Published: (2026)
by: Jiang, Juyong, et al.
Published: (2026)
mBLIP: Efficient Bootstrapping of Multilingual Vision-LLMs
by: Geigle, Gregor, et al.
Published: (2023)
by: Geigle, Gregor, et al.
Published: (2023)
Active Learning for Multilingual Fingerspelling Corpora
by: Wang, Shuai, et al.
Published: (2023)
by: Wang, Shuai, et al.
Published: (2023)
Semi-Automatic Parallel Corpora Extraction from Comparable News Corpora
by: Thoudam Doren Singh
Published: (2010)
by: Thoudam Doren Singh
Published: (2010)
Bootstrapping Information from Corpora in a Cross-Linguistic Perspective
by: Moneglia, Massimo, et al.
Published: (2010)
by: Moneglia, Massimo, et al.
Published: (2010)
Code-Switching Curriculum Learning for Multilingual Transfer in LLMs
by: Yoo, Haneul, et al.
Published: (2024)
by: Yoo, Haneul, et al.
Published: (2024)
Guess & Sketch: Language Model Guided Transpilation
by: Lee, Celine, et al.
Published: (2023)
by: Lee, Celine, et al.
Published: (2023)
Clifford Assisted Optimal Pass Selection for Quantum Transpilation
by: Dangwal, Siddharth, et al.
Published: (2023)
by: Dangwal, Siddharth, et al.
Published: (2023)
CAMEO: Collection of Multilingual Emotional Speech Corpora
by: Christop, Iwona, et al.
Published: (2025)
by: Christop, Iwona, et al.
Published: (2025)
Retrieving Lexical Semantics from Multilingual Corpora
by: Ahmad R. Shahid
Published: (2010)
by: Ahmad R. Shahid
Published: (2010)
Bootstrapped Model Predictive Control
by: Wang, Yuhang, et al.
Published: (2025)
by: Wang, Yuhang, et al.
Published: (2025)
Learner Corpora without Error Tagging
by: Stefano Rastelli
Published: (2009)
by: Stefano Rastelli
Published: (2009)
Parallel Corpora based Translation Resources Extraction
by: Alberto Simões
Published: (2007)
by: Alberto Simões
Published: (2007)
Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia
by: Feith, Tomás, et al.
Published: (2024)
by: Feith, Tomás, et al.
Published: (2024)
AcceleratedKernels.jl: Cross-Architecture Parallel Algorithms from a Unified, Transpiled Codebase
by: Nicusan, Andrei-Leonard, et al.
Published: (2025)
by: Nicusan, Andrei-Leonard, et al.
Published: (2025)
RustAssure: Differential Symbolic Testing for LLM-Transpiled C-to-Rust Code
by: Bai, Yubo, et al.
Published: (2025)
by: Bai, Yubo, et al.
Published: (2025)
Forensics of Transpiled Quantum Circuits
by: Roy, Rupshali, et al.
Published: (2024)
by: Roy, Rupshali, et al.
Published: (2024)
A Haskell to FHE Transpiler
by: Müller, Anne, et al.
Published: (2025)
by: Müller, Anne, et al.
Published: (2025)
Multilingual Embedding Probes Fail to Generalize Across Learner Corpora
by: Lyngbaek, Laurits, et al.
Published: (2026)
by: Lyngbaek, Laurits, et al.
Published: (2026)
AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual Corpora
by: Fedchin, Aleksandr, et al.
Published: (2024)
by: Fedchin, Aleksandr, et al.
Published: (2024)
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)
LANPO: Bootstrapping Language and Numerical Feedback for Reinforcement Learning in LLMs
by: Li, Ang, et al.
Published: (2025)
by: Li, Ang, et al.
Published: (2025)
Refusal Evaluation in Coding LLMs and Code Agents: A Systematic Review of Thirteen Malicious-Code Prompt Corpora (2023-2025)
by: Young, Richard J., et al.
Published: (2026)
by: Young, Richard J., et al.
Published: (2026)
ParallelSearch: Train your LLMs to Decompose Query and Search Sub-queries in Parallel with Reinforcement Learning
by: Zhao, Shu, et al.
Published: (2025)
by: Zhao, Shu, et al.
Published: (2025)
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias
by: Xu, Yuemei, et al.
Published: (2024)
by: Xu, Yuemei, et al.
Published: (2024)
Align to the Pivot: Dual Alignment with Self-Feedback for Multilingual Math Reasoning
by: Zhao, Chunxu, et al.
Published: (2026)
by: Zhao, Chunxu, et al.
Published: (2026)
Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation Models
by: Mohammadshahi, Alireza, et al.
Published: (2023)
by: Mohammadshahi, Alireza, et al.
Published: (2023)
\texttt{ReMind}: Understanding Deductive Code Reasoning in LLMs
by: Gao, Jun, et al.
Published: (2025)
by: Gao, Jun, et al.
Published: (2025)
Similar Items
-
OSVBench: Benchmarking LLMs on Specification Generation Tasks for Operating System Verification
by: Li, Shangyu, et al.
Published: (2025) -
Verified Code Transpilation with LLMs
by: Bhatia, Sahil, et al.
Published: (2024) -
From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora
by: Shen, Yingli, et al.
Published: (2025) -
Multilingual and Explainable Text Detoxification with Parallel Corpora
by: Dementieva, Daryna, et al.
Published: (2024) -
A Survey on Large Language Models for Code Generation
by: Jiang, Juyong, et al.
Published: (2024)