Preprint2025
ThinkPRM
Unknown
A generative PRM trained on small synthetic data outperforms discriminative PRMs and LLM-as-a-Judge baselines in step-by-step reasoning verification.
0Apr 1, 2025Reasoning
AI Research
AI & ML Research Papers
A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
All Papers
3 papersPreprint2025
SysGen
Unknown
A pipeline that generates system messages and aligned assistant responses for SFT datasets lacking them, using LLM-as-a-judge verification.
0Feb 1, 2025Instruction Tuning
Preprint2024
Self-Taught Evaluators
Unknown
Proposes an iterative self-training method using only synthetic data to improve LLM-as-a-Judge without human annotations.
0Aug 1, 2024Reasoning