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Found 3 papers, 3 papers with code
A Token is Worth over 1,000 Tokens: Efficient Knowledge Distillation through Low-Rank Clone
Training high-performing Small Language Models (SLMs) remains costly, even with knowledge distillation and pruning from larger teacher models.
MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter
We store and update the parameters of larger adapters on the CPU.
Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning
Multiple defendants in a criminal fact description generally exhibit complex interactions, and cannot be well handled by existing Legal Judgment Prediction (LJP) methods which focus on predicting judgment results (e. g., law articles, charges, and terms of penalty) for single-defendant cases.
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