Papers with Easy-to-Read
A Preliminary Study of ChatGPT for Spanish E2R Text Adaptation (2024.lrec-main)
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| Challenge: | 16% of the world's population lacks literacy skills, according to the United Nations . |
| Approach: | They propose to use ChatGPT-4 to generate E2R text prompts and a checklist-based manual evaluation to evaluate 10 texts adapted by ChatGPt-4. |
| Outcome: | The proposed model is able to generate written language and adapt to LF in 10 texts. |
Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation (2025.emnlp-main)
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| Challenge: | Existing approaches to make complex texts more accessible for people with cognitive impairments are time-consuming and resource-intensive. |
| Approach: | They propose a multi-task learning approach that trains models jointly on text summarization, text simplification, and ETR generation. |
| Outcome: | The proposed approach outperforms other approaches in in-domain settings while achieving better generalization in out-of-domain scenarios. |