IE as Cache: Information Extraction Enhanced Agentic Reasoning

Researchers propose IE-as-Cache, a framework that repurposes information extraction as a reusable cognitive cache to improve multi-step agentic reasoning across LLMs. The approach dynamically maintains compact intermediate information and filters noise, showing significant improvements on challenging benchmarks.

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