HELO-APR: Enhancing Low-Resource Program Repair through Cross-Lingual Knowledge Transfer
Zhipeng Wang, Boyang Yang, Yidong Wan, Liuye Guo, You Lv, Tao Zheng, Zhuowei Wang, Tieke He
https://t.co/npvrrrtttG [๐๐.๐๐ด]
Codex mobile is great, but itโs only for the macOS host. Our CodexDeck is for CLI: Linux, macOS, and Windows/WSL. Browser-first UI for local Codex sessions: attach, resume, watch logs, inspect commands, and control from your phone and other laptops. https://t.co/b130VLp1ph
โฐ Deadlines approaching! We are looking forward to your submissions!
The 4th edition of MSR4P&S will once more be co-located with @SANERconf 2026 in Limassol, Cyprus ๐จ๐พ
๐ More info in our website: https://t.co/zYHZ2doNB6 #softwaresecurity#ai#genai#cfp
Here is the collection on Huggingface, which includes the fine-tuned CodeLlama, and all 4 evaluation benchmarks (EvalRepair-C++, EvalRepair-Java, D4J-Repair, SWE-Repair): https://t.co/H1LhIUPYit
Our work "MORepair: Teaching LLMs to Repair Code via Multi-Objective Fine-tuning" has been accepted by TOSEM, a multi-objective fine-tuning framework that teaches LLMs to understand "why" behind fixes, not just "what". All benchmarks are available on hf. https://t.co/eZv50kQrfe
We've presented our paper at ISSTA-24! Every can obtain our C++ program repair benchmark TutorCode through: https://t.co/V7g9nYsH4y
#issta#programrepair
๐Our paper "CREF: An LLM-based Conversational Software Repair Framework for Programming Tutors" is accepted by ISSTA 2024! We introduce a large-scale repair benchmark TutorCode, and a conversational repair framework. @HaoyeTIAN@JacquesKlein14@BissyandeF https://t.co/3sNUZOzwsZ
Exciting Arena Leaderboard Updates!
Six new models:
- Tulu-2-DPO-70B and Yi-34B-Chat are the new SoTA open models
- Mistral-based 7B models (OpenChat, OpenHermes-2.5, Starling-7B) are stronger than ever
Big congrats to the OSS AI community!
Learn more https://t.co/4Ah31B0Fr5