Gabriele Prato

I am a PhD Candidate at Mila, Université de Montréal, focusing on rendering Large Language Models (LLMs) more knowledgeable, and enhancing their capability to reason over their parametric knowledge. My long-term research goal is to advance current state-of-the-art models towards Artificial General Intelligence (AGI). I am looking to collaborate with some of the most talented researchers in the world on this challenge.

EpiK-Eval: Evaluation for Language Models as Epistemic Models
EMNLP 2023

PatchBlender: A Motion Prior for Video Transformers
NeurIPS 2022 Workshop, Vision Transformers: Theory and Applications

Scaling Laws for the Few-Shot Adaptation of Pre-trained Image Classifiers
ICML 2021 Workshop, Uncertainty & Robustness in Deep Learning

Fully Quantized Transformer for Machine Translation
Findings of EMNLP 2020

Towards Lossless Encoding of Sentences
ACL 2019

EpiK-Eval and the Role of Knowledge Consolidation in Language Models
December 22, 2023