DecIF generates high-quality instruction-following training data from scratch with meta-decomposition and response filtering, and SFT with it improves IFEval, Multi-IF, FollowBench, and LiveBench scores over prior synthetic data methods.
Do task"). *Example output for
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
DecIF: Improving Instruction-Following through Meta-Decomposition
DecIF generates high-quality instruction-following training data from scratch with meta-decomposition and response filtering, and SFT with it improves IFEval, Multi-IF, FollowBench, and LiveBench scores over prior synthetic data methods.