2025
Improving Accessibility of SCOTUS Opinions: A Benchmark Study and a New Dataset for Generic Heading Prediction and Specific Heading Generation
COLING 2025main
The opinions of the U.S. Supreme Court (SCOTUS) are known for their extensive length, complex legal language, and lack of titled sections, which pose significant challenges for accessibility and comprehension. This paper defines the task of automatic section titling by proposing both generic and spe…