Papers by Elvin Quero Hernandez
LexKeyPlan: Planning with Keyphrases and Retrieval Augmentation for Legal Text Generation: A Case Study on European Court of Human Rights Cases (2025.acl-short)
Copied to clipboard
| Challenge: | Large language models excel at text generation but often produce hallucinations due to their sole reliance on parametric knowledge. |
| Approach: | They propose a framework that integrates anticipatory planning into legal text generation by generating keyphrases outlining future content serving as forward-looking plan. |
| Outcome: | The proposed framework improves factual accuracy and coherence by retrieving information aligned with the intended content. |