Latest posts tagged with #codetranslation on Bluesky
Translating short-form Python exercises to other programming languages using diverse prompting strategies. #LLMs #Programming #Bioinformatics #CodeTranslation @gigascience.bsky.social 🧪🧬 🖥️
academic.oup.com/gigascience/...
Pseudocode‑Guided Code Translation Boosts AI Accuracy Across Languages
A study of 9,690 translation tasks across six languages and five LLMs found pseudocode‑guided translation significantly boosts accuracy, especially for Rust. Read more: getnews.me/pseudocode-guided-code-t... #codetranslation #pseudocode
ExeCoder Improves Code Translation Using Executability
ExeCoder, an LLM adding executability signals to code translation, achieved state‑of‑the‑art results on TransCoder‑test‑X, beating open‑source models and GPT‑4o. getnews.me/execoder-improves-code-t... #execoder #codetranslation
🚀 Transform your coding experience with MatchFixAgent! Automate validation and repair across languages, saving time and boosting accuracy. Ever faced code translation challenges? Share your story! Let's innovate together. 💻✨ #CodeTranslation #AI #TechInnovation LINK
MatchFixAgent: AI‑Powered Validation and Repair for Code Translation
MatchFixAgent validated 99.2% of 2,219 translation pairs and its repair agent fixed 50.6% of inequivalent cases. The study covered six language pairs in 24 GitHub projects. Read more: getnews.me/matchfixagent-ai-powered... #codetranslation #llm
TRANSAGENT AI Multi‑Agent System Improves Code Translation Accuracy
TRANSAGENT uses four LLM agents to cut syntax and semantic errors in code translation, outperforming UniTrans in benchmarks. Results posted 30 Sep 2024. Read more: getnews.me/transagent-ai-multi-agen... #transagent #codetranslation
Large Language Models Boost Code Translation Accuracy
A study of LLMs translating code between C++, Java, Python and C# found detailed prompts beat concise ones, and English prompts lifted BLEU scores by about 13‑15% over Arabic. Read more: getnews.me/large-language-models-bo... #largelanguagemodels #codetranslation
Our paper, "Collaboration is all you need: LLM Assisted Safe Code Translation," is now published in at #FSE25).
We propose a method for using #LLMs to perform safe #CodeTranslation, aiming to prevent security and stability issues in migrated code.
dl.acm.org/doi/10.1145/...
