CommitSuite is a large benchmark for commit classification and message generation that includes AST-level changes and LLM annotations, together with a reference-free evaluation framework achieving 0.849 Cohen's Kappa with humans.
Title resolution pending
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
VPL learns individualized vibrotactile preferences efficiently via uncertainty-aware Gaussian process models and active query selection in a 13-participant user study on an Xbox controller.
citing papers explorer
-
CommitSuite: A Comprehensive Benchmark for Commit Classification and Message Generation
CommitSuite is a large benchmark for commit classification and message generation that includes AST-level changes and LLM annotations, together with a reference-free evaluation framework achieving 0.849 Cohen's Kappa with humans.
-
Vibrotactile Preference Learning: Uncertainty-Aware Preference Learning for Personalized Vibration Feedback
VPL learns individualized vibrotactile preferences efficiently via uncertainty-aware Gaussian process models and active query selection in a 13-participant user study on an Xbox controller.