RAILS, a RAG pipeline with FAISS retrieval and a compile-error feedback loop, is reported to outperform baseline GPT-3.5-Turbo prompting on 78 Java import error cases.
Zs4c: Zero-shot synthesis of compilable code for incomplete code snippets using llms,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.SE 1years
2025 1verdicts
REJECT 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
RAILS: Retrieval-Augmented Intelligence for Learning Software Development
RAILS, a RAG pipeline with FAISS retrieval and a compile-error feedback loop, is reported to outperform baseline GPT-3.5-Turbo prompting on 78 Java import error cases.