Search Results for author: Jitai Hao

Found 3 papers, 3 papers with code

A Token is Worth over 1,000 Tokens: Efficient Knowledge Distillation through Low-Rank Clone

1 code implementation19 May 2025 Jitai Hao, Qiang Huang, Hao liu, Xinyan Xiao, Zhaochun Ren, Jun Yu

Training high-performing Small Language Models (SLMs) remains costly, even with knowledge distillation and pruning from larger teacher models.

Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning

1 code implementation10 Dec 2023 Yougang Lyu, Jitai Hao, Zihan Wang, Kai Zhao, Shen Gao, Pengjie Ren, Zhumin Chen, Fang Wang, Zhaochun Ren

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.

Prediction

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