Lorenzo Valgimigli

Efficient Memory-Enhanced Transformer for Long-Document Summarization in Low-Resource Regimes

Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli et al. · Sensors · 2023 · 40 citations · Full text

Engineering, Machine Learning, Entity Summarization +18

Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature

Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli et al. · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2022 · 37 citations · Full text

Efficient Self-Supervised Metric Information Retrieval: A Bibliography Based Method Applied to COVID Literature

Gianluca Moro, Lorenzo Valgimigli · Sensors · 2021 · 30 citations · Full text

BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature

Giacomo Frisoni, Miki Mizutani, Gianluca Moro et al. · 2022 · 24 citations · Full text

Llm Fine-tuning, Engineering, Large Language Model +19

Carburacy: Summarization Models Tuning and Comparison in Eco-Sustainable Regimes with a Novel Carbon-Aware Accuracy

Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 18 citations · Full text

Structured Prediction, Engineering, Machine Learning +21