L-MARS: Legal Multi-Agent Workflow with Orchestrated Reasoning and Agentic Search

📰 ArXiv cs.AI

L-MARS is a multi-agent framework for legal question answering that combines orchestrated reasoning and agentic search

advanced Published 31 Mar 2026
Action Steps
  1. Decompose legal queries into structured sub-problems
  2. Retrieve evidence via agentic web search
  3. Filter results through a verification agent
  4. Synthesize cited answers
Who Needs to Know This

AI engineers and researchers on a team can benefit from L-MARS as it provides a novel approach to legal question answering, while product managers can leverage it to develop more accurate and efficient legal QA systems

Key Insight

💡 L-MARS can improve the accuracy and efficiency of legal question answering by leveraging multi-agent workflows and agentic search

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