Pairwise Preference Reward and Group-Based Diversity Enhancement for Superior Open-Ended Generation

In three linesPPR-GDE, an RL method for open-ended generation, uses pairwise preference rewards and group-based diversity to prevent diversity collapse. Without scalar rewards, it preserves subjective evaluations and encourages semantic dispersion within response groups.

Summary generated by Claude — human-verified