Papers by Mingfei Lu

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Papers by Mingfei Lu

ACL

2026.acl-long

structured task decomposition
JurisMA
modular multi-agent framework supporting dynamic routing
context-aware reasoning
interpretable decomposition
Legal consultation question answering
QA tasks
task composition
statutory grounding
stylistic optimization

2026

Multimodality

1 papers

From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation (2026.acl-long)

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Mingfei Lu, Yi Zhang, Mengjia Wu, Yue Feng

Challenge:	Legal consultation question answering presents unique challenges compared to traditional legal QA tasks .
Approach:	They propose a framework that converts queries into a legal element graph . jurisMA supports dynamic routing, statutory grounding, and stylistic optimization .
Outcome:	The proposed framework outperforms general-purpose and legal-domain LLMs across multiple lexical and semantic metrics.

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