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Kangcheng Luo

3 accepted papers

2025

Automating Legal Interpretation with LLMs: Retrieval, Generation, and Evaluation

ACL 2025long

Interpreting the law is always essential for the law to adapt to the ever-changing society. It is a critical and challenging task even for legal practitioners, as it requires meticulous and professional annotations and summarizations by legal experts, which are admittedly time-consuming and expensiv…

2024

ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice

ACL 2024system demonstrations

Despite remarkable performance in legal consultation exhibited by legal Large Language Models(LLMs) combined with legal article retrieval components, there are still cases when the advice given is incorrect or baseless. To alleviate these problems, we propose ELLA, a tool for Empowering LLMs for int…

2024

PACE: Improving Prompt with Actor-Critic Editing for Large Language Model

ACL 2024findings

Large language models (LLMs) have showcased remarkable potential across various tasks by conditioning on prompts. However, the quality of different human-written prompts leads to substantial discrepancies in LLMs’ performance, and improving prompts usually necessitates considerable human effort and…

Cited by 14SourcePDFScholar