Papers by Alessio Palmero Aprosio
Exploring Paraphrasing Strategies for CEFR A1-Level Constraints in LLMs (2025.findings-emnlp)
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| Challenge: | a new study compares prompt engineering approaches to rephrase general-domain texts . it compares 4 approaches to meet CEFR A1-level constraints in english and italian . |
| Approach: | They compare prompt engineering approaches to rephrase general-domain texts to meet CEFR A1-level constraints in English and Italian. |
| Outcome: | The proposed approaches meet CEFR A1-level constraints in English and Italian. |
First-AID: the first Annotation Interface for grounded Dialogues (2025.acl-demo)
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| Challenge: | Existing tools to fine-tune Large Language Models for specific tasks are limited due to financial constraints and limited availability of human experts. |
| Approach: | They propose a human-in-the-loop framework for the knowledge-driven generation of synthetic dialogues using LLM prompting that implements different strategies of data collection that require different user intervention during dialogue generation. |
| Outcome: | The proposed framework reduces post-editing efforts and improves quality of generated dialogues. |