3 papers
cs.CL2025
Exploring the Influence of Relevant Knowledge for Natural Language Generation Interpretability
Iván MartÃnez-Murillo, Paloma Moreda, Elena Lloret
This paper explores the influence of external knowledge integration in Natural Language Generation (NLG), focusing on a commonsense generation task. We extend the CommonGen dataset…
cs.CL2025
Do LLMs exhibit the same commonsense capabilities across languages?
Ivan MartÃnez-Murillo, Elena Lloret, Paloma Moreda +1
This paper explores the multilingual commonsense generation abilities of Large Language Models (LLMs). To facilitate this investigation, we introduce MULTICOM, a novel benchmark th…
cs.CL2024
Beyond Generative Artificial Intelligence: Roadmap for Natural Language Generation
MarÃa Miró Maestre, Iván MartÃnez-Murillo, Tania J. Martin +4
Generative Artificial Intelligence has grown exponentially as a result of Large Language Models (LLMs). This has been possible because of the impressive performance of deep learnin…