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DARTopic reshapes the embedding geometry of frozen PLM embeddings, enabling superior topic coherence and clustering without the need for fine-tuning.
SPG recovers 79% of gold parent links in patent claims, revealing a new way to enforce hierarchical dependencies in autoregressive generation.
Achieve near-perfect patent claim validation while slashing LLM costs by 78% using a smart routing system that only calls in the big guns when needed.
