CardiffNLP at CLEARS-2025: Prompting Large Language Models for Plain Language and Easy-to-Read Text Rewriting
Not on the map. Why?
Abstract (arXiv)
This paper details the CardiffNLP team's contribution to the CLEARS shared task on Spanish text adaptation, hosted by IberLEF 2025. The shared task contained two subtasks and the team submitted to both. Our team took an LLM-prompting approach with different prompt variations. While we initially experimented with LLaMA-3.2, we adopted Gemma-3 for our final submission, and landed third place in Subtask 1 and second place in Subtask 2. We detail our numerous prompt variations, examples, and experimental results.
Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 3 of its 8 references that are in the map. First posted on arXiv 5 Aug 2025.
Builds on
3 of 8 references.
References · 3
- 2024Exploring Large Language Models to generate Easy to Read contentcited by 9
- 2023Split and Rephrase with Large Language Modelscited by 5
- 2024Automating Easy Read Text Segmentationcited by 3
Built on by
Not cited yet.