SOTAVerified

Legal Reasoning

Papers

Showing 4150 of 92 papers

TitleStatusHype
SynLexLM: Scaling Legal LLMs with Synthetic Data and Curriculum Learning0
The Next Era of American Law Amid the Advent of Autonomous AI Legal Reasoning0
Towards Robust Legal Reasoning: Harnessing Logical LLMs in Law0
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need?0
Turing Test and the Practice of Law: The Role of Autonomous Levels of AI Legal Reasoning0
Using Argumentation Schemes to Model Legal Reasoning0
Using LLMs to Discover Legal Factors0
When Fairness Isn't Statistical: The Limits of Machine Learning in Evaluating Legal Reasoning0
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases0
Continual Pre-Training is (not) What You Need in Domain Adaption0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4Balanced Accuracy82.9Unverified
2GPT-3.5Balanced Accuracy60.9Unverified
3Claude-1Balanced Accuracy58.1Unverified
#ModelMetricClaimedVerifiedStatus
1GPT-4Balanced Accuracy59.2Unverified