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BSTabDiff achieves superior synthetic data generation in HDLSS contexts by intelligently leveraging block-subunit structures to capture complex dependencies.
Forget reward hacking and entropy collapse: multi-reward RLIF, combining answer-level and completion-level signals, unlocks stable and robust LLM reasoning without human supervision.