Reproduce “Context-Aware Distillation and Ablation for Text2DSL” on OpenResearch
Turn your favorite coding agents into research agents that review literature, develop hypotheses, and run experiments.
Universal app for Apple silicon and Intel. Requires macOS 11 or later.
About this paper
Alexander V. Kozachok, Alexander M. Nazimov, Shamil G. Magomedov
The authors evaluate Text2DSL context for generating Polkit authorization rules. They provide a grammar, API specification, and permitted identifiers, then check rules with a parser and Polkit decision path. For GigaChat-10B-A1.8B, context limited the Combined Score decline across PolkitBench-v1 and v2 to 0.801 to 0.750, versus 0.482 to 0.252 without context; this weighted similarity result covers these two versions.
Summary by alphaXiv.
Tip: change arxiv.org to autoarxiv.org in any arXiv abstract link to open the paper here.