Publications d'Gabriele Prato

Activité

• Étudiant au doctorat: juin 2019 - avr. 2026

Prépublications

• Effect of Document Packing on the Latent Multi-Hop Reasoning Capabilities of Large Language Models
  Gabriele Prato, Shagun Sodhani, Alessandro Sordoni et Sarath Chandar
  In ArXiv, 2025.
  #NLP
  [arXiv]

Articles de conférence et de revue

2025

4. Small Encoders Can Rival Large Decoders in Detecting Groundedness
   Istabrak Abbes, Gabriele Prato, Quentin Fournier, Fernando Rodriguez, Alaa Boukhary, Adam Elwood et Sarath Chandar
   Findings of the Association for Computational Linguistics (ACL), 2025.
   #NLP
   [acl], [arXiv]

2024

3. Do Large Language Models Know How Much They Know?
   Gabriele Prato, Jerry Huang, Prasanna Parthasarathi, Shagun Sodhani et Sarath Chandar
   Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024.
   #NLP
   [acl], [arXiv]

2023

2. EpiK-Eval: Evaluation for Language Models as Epistemic Models
   Gabriele Prato, Jerry Huang, Prasanna Parthasarathi, Shagun Sodhani et Sarath Chandar
   Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023.
   #NLP
   [acl], [openreview], [arXiv], [code]

2020

1. Fully Quantized Transformer for Machine Translation
   Gabriele Prato, Ella Charlaix et Mehdi Rezagholizadeh
   Findings of the Association for Computational Linguistics (EMNLP), 2020.
   #NLP, #DL
   [acl], [arXiv]