RuleMem: Active Rule Memory for Long-Term Conversational Agents
A rule-based memory framework that induces reusable logical rules from historical interactions to guide both evidence retrieval and reasoning, and constructs natural-language Horn clauses from conversations and validates them via a Rule Perplexity Consistency (RPC) mechanism.
Xing-Yuan Zeng, Zuo-Han Wu, Quanming Yao et al.
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