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Note: This article is just one of 60+ sections from our full report titled: The 2024 Legal AI Retrospective - Key Lessons from the Past Year. Please download the full report to check any citations.
Evaluating XAI Methods
Explanation: We need to set up rules and benchmarks for Legal AI, so we can consistently evaluate and improve them.
Challenge:
• Lack of standardized evaluation methods
• Difficulties in human subject evaluations
Research Direction:
• Develop comprehensive evaluation metrics
• Implement standardized protocols for human evaluations
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