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cs.CL2026
DORA Explorer: Improving the Exploration Ability of LLMs Without Training
Priya Gurjar, Md Farhan Ishmam, Kenneth Marino
Large language model (LLM) agents for sequential decision-making struggle to produce diverse outputs. This leads to insufficient exploration, suboptimal solutions, and repeated act…
cs.CL2025
BriefMe: A Legal NLP Benchmark for Assisting with Legal Briefs
Jesse Woo, Fateme Hashemi Chaleshtori, Ana Marasović +1
A core part of legal work that has been under-explored in Legal NLP is the writing and editing of legal briefs. This requires not only a thorough understanding of the law of a juri…