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Last Layer Logits to Logic: Empowering LLMs with Logic-Consistent Structured Knowledge Reasoning
从最后层logits到逻辑，解锁LLM一致性的结构化知识推理新范式。
arXiv:2511.07910v2 Announce Type: replace Abstract: Large Language Models (LLMs) achieve excellent performance in natural language reasoning tasks thr…