A multifaceted approach to detect gender biases in Natural Language Generation

JP Consuegra-Ayala, I Martínez-Murillo, E Lloret… - Knowledge-Based …, 2024 - Elsevier
Recent advances in generative models have skyrocketed the popularity of conversational
chatbots and have revolutionized the way we interact with artificial intelligence. At the same …

Analysing the Problem of Automatic Evaluation of Language Generation Systems

I Martínez-Murillo, P Moreda… - … del Lenguaje Natural, 2024 - journal.sepln.org
Automatic text evaluation metrics are widely used to measure the performance of a Natural
Language Generation (NLG) system. However, these metrics have several limitations. This …

An Approach to a Cost-Effective and Controllable Text Generation Architecture

I Martínez-Murillo - 2024 - rua.ua.es
Large Language Models (LLMs), which take advantage of the Transformers architecture,
have obtained remarkable outcomes in the Generative Artificial Intelligence (AI) field …