Papers by Malek Yaich
Improving Accessibility of SCOTUS Opinions: A Benchmark Study and a New Dataset for Generic Heading Prediction and Specific Heading Generation (2025.coling-main)
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| Challenge: | SCOTUS opinions are notoriously long and use specialised language, making them laborious to read and understand. |
| Approach: | They propose generic and specific headings for each section to be trained automatically . they compare the performance of different systems trained for each subtask . |
| Outcome: | The proposed system can achieve a score of 0.90% in predicting generic headings . the proposed system also achieves similar scores in generating specific headings. |