Reyhaneh Jabbarvand — accepted AI-conference papers

2026

MatchFixAgent: Language-Agnostic Autonomous Repository-Level Code Translation Validation and Repair

Ali Reza Ibrahimzada, Brandon Paulsen, Reyhaneh Jabbarvand, Joey Dodds, Daniel Kroening

ICML 2026poster

Code translation transforms source code from one programming language (PL) to another. Validating the functional equivalence of translation and repairing, if necessary, are critical steps in code translation. Existing automated validation and repair approaches struggle to generalize to many PLs due …

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2024

LETI: Learning to Generate from Textual Interactions

Xingyao Wang, Hao Peng, Reyhaneh Jabbarvand, Heng Ji

NAACL 2024findings

Fine-tuning pre-trained language models (LMs) is essential for enhancing their capabilities.Existing techniques commonly fine-tune on input-output pairs (e.g., instruction tuning) or with numerical rewards that gauge the output quality (e.g., RLHF). We explore LMs’ potential to **le**arn from **t**e…

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