Giovanni Trappolini
Ricercatore
stanza:
B118
telefono:
+39 0677274087
email uniroma1:
giovanni.trappolini@uniroma1.it
Biografia
Hi everyone!
I am an assistant Professor in the RSTLess Lab @Sapienza University under the wise guidance of Prof. Fabrizio Silvestri. Previously, I got my PhD (2022) with a thesis on Geometric Deep Learning with Prof. Emanuele Rodolà.
My current research project lies at the intersection of multimodal deep learning and information retrieval. In particular, lately I have been experimenting with RAG models. Hit me up if you want to know why Neural Databases are the future!
I welcome collaborative opportunities and have had the privilege of partnering with numerous world-renowned institutions, including Stanford, Technion, Meta, Amazon, TII, and UniPi, among others.
Membro di
Ultime pubblicazioni
| A Reproducible Analysis of Sequential Recommender Systems in IEEE ACCESS | 2025 |
| Quantized Auto Encoder-Based Anomaly Detection for Multivariate Time Series Data in 5G Networks in IEEE ACCESS | 2025 |
| DanteLLM: Let’s Push Italian LLM Research Forward! in Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) | 2024 |
| Rethinking Relevance: How Noise and Distractors Impact Retrieval-Augmented Generation in Proceedings of the 14th Italian Information Retrieval Workshop (IIR 2024) | 2024 |
| TEXT2TASTE: A Versatile Egocentric Vision System for Intelligent Reading Assistance Using Large Language Model in Computers Helping People with Special Needs | 2024 |
| The Power of Noise: Redefining Retrieval for RAG Systems in SIGIR '24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval | 2024 |
| Adaptive Estimation of Pennes’ Bio-Heat Equation in 2023 I-RIM Conference | 2023 |