Evaluating XAI Methods in Legal AI

18th December 2024

3 min

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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