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Beijing Institute of Technology
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LLMs struggle to predict prosecutorial decisions, highlighting a critical blind spot in legal AI's ability to assess criminal liability beyond formally indicted cases.
Achieve 50% parameter reduction in LLaMA-2-7B with minimal performance loss and no fine-tuning, thanks to a new global gating-based structured pruning method.
Achieve up to 5.48x speedup in merging proximity graph indexes for AKNN search by intelligently exploiting structural information, outperforming naive reconstruction by nearly 10x.
