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This paper investigates whether Chain-of-Thought (CoT) prompting benefits patent claim generation, finding that implicit CoT (where reasoning is internal) consistently outperforms explicit CoT, which can introduce a verbalization bottleneck that compromises output quality through abstraction of details, disruption of patterns, and error propagation.
This paper presents IdeaForge, a multi-agent framework that leverages knowledge graphs to analyze innovations across methodologies and generate patent claims.