Papers by Antoine Jamelot
Improving Text Readability through Segmentation into Rheses (2024.lrec-main)
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| Challenge: | a new study examines the segmentation of sentences into rheses to improve readability for dyslexics . short lines of text can be beneficial for dyslexia sufferers as it limits attention span . however, random line splits can be confusing than helpful . |
| Approach: | They propose to segment sentences into rhythmic and semantic units to improve comprehension . they also use a bilingual dataset to evaluate the efficiency of their approach . |
| Outcome: | The proposed approach achieves an F1 score of 90.0% in English and 91.3% in French . the proposed approach also demonstrates the potential of leveraging prosodic elements . |