遇见数据集

KG-Align-RL: Evidence Artifacts (per-checkpoint eval results, classified trajectories, SFT corpus)

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Zenodo2026-05-25 更新2026-05-26 收录
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Reproducibility evidence artifacts for the KG-Align-RL analysis paper (verifiable process supervision via knowledge graphs for agentic RL; Qwen2.5-7B/14B + GRPO on ComplexWebQuestions/Freebase). These artifacts let a reader re-derive every number in the paper's tables/figures and inspect the qualitative phenomena (step-level peak-then-collapse, the 4-mode failure taxonomy, correct-via-tool counts). Contents: per-checkpoint full-test eval JSONs; 7-category classified trajectory dumps and per-sample classifications; pass@k / self-consistency results; mode-4 reward-decomposition and token-entropy series; the rule-based (no-LLM-teacher) SFT trajectory corpus; temporal/volatility and Category-B analysis JSONs. Not included (third-party / licensed / regenerable): the Freebase KG subgraph (from RoG / Reasoning-on-Graphs) and the verl CWQ parquets — regenerate from source per the repository's DATA.md. Code: see the accompanying (anonymized) repository linked in the paper.

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2026-05-25
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