Fabio Petroni

Researcher, European Molecular Biology Laboratory

Joined

February 2020

Names

Fabio Petroni (Preferred)

Emails

****@dis.uniroma1.it (Confirmed)

****@acm.org (Confirmed)

****@fb.com (Confirmed)

****@samaya.ai (Confirmed)

****@gmail.com (Confirmed)

****@embl.it (Confirmed)

Personal Links

Career & Education History

Researcher

European Molecular Biology Laboratory (embl.org)

2025 – Present

Researcher

Samaya AI (samaya.ai)

2022 – 2025

Researcher

Facebook (facebook.com)

2018 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

QCR: Quantised Codebooks for Retrieval
Silvia Sapora, Christos Baziotis, Roberto Dessi, Fabio Petroni, Michele Bevilacqua
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models
Robert L. Logan IV, Ivana Balazevic, Eric Wallace, Fabio Petroni, Sameer Singh, Sebastian Riedel
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Can discrete information extraction prompts generalize across language models?
Nathanaël Carraz Rakotonirina, Roberto Dessi, Fabio Petroni, Sebastian Riedel, Marco Baroni
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
PEER: A Collaborative Language Model
Timo Schick, Jane A. Yu, Zhengbao Jiang, Fabio Petroni, Patrick Lewis, Gautier Izacard, Qingfei You, Christoforos Nalmpantis, Edouard Grave, Sebastian Riedel
- Published: 01 Feb 2023, Last Modified: 02 Mar 2023
- ICLR 2023 notable top 25%
- Readers: Everyone
Improving Wikipedia Verifiability with AI
Fabio Petroni, Samuel Broscheit, Aleksandra Piktus, Patrick Lewis, Gautier Izacard, Lucas Hosseini, Jane A. Yu, Maria Lomeli, Timo Schick, Pierre-Emmanuel Mazare, Armand Joulin, Edouard Grave, Sebastian Riedel
- 11 Jul 2022 (modified: 11 Jul 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Autoregressive Search Engines: Generating Substrings as Document Identifiers
Michele Bevilacqua, Giuseppe Ottaviano, Patrick Lewis, Scott Yih, Sebastian Riedel, Fabio Petroni
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
KILT: a benchmark for knowledge intensive language tasks
Fabio Petroni, Aleksandra Piktus, Angela Fan, Patrick Lewis, Majid Yazdani, Nicola De Cao, James Thorne, Yacine Jernite, Jean Maillard, Vladimir Karpukhin, Vassilis Plachouras, Tim Rocktäschel, Sebastian Riedel
- 01 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Multi-task Retrieval for Knowledge-Intensive Tasks
Jean Maillard, Vladimir Karpukhin, Fabio Petroni, Scott Yih, Barlas Oguz, Veselin Stoyanov, Gargi Ghosh
- 01 Sept 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research
Mikayel Samvelyan, Robert Kirk, Vitaly Kurin, Jack Parker-Holder, Minqi Jiang, Eric Hambro, Fabio Petroni, Heinrich Kuttler, Edward Grefenstette, Tim Rocktäschel
- Published: 29 Jul 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Datasets and Benchmarks Track (Round 1)
- Readers: Everyone
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned
Sewon Min, Jordan L. Boyd-Graber, Chris Alberti, Danqi Chen, Eunsol Choi, Michael Collins, Kelvin Guu, Hannaneh Hajishirzi, Kenton Lee, Jennimaria Palomaki, Colin Raffel, Adam Roberts, Tom Kwiatkowski, Patrick S. H. Lewis, Yuxiang Wu, Heinrich Küttler, Linqing Liu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel et al. (33 additional authors not shown)
- 2021 (modified: 21 Jan 2026)
- CoRR 2021
- Readers: Everyone

View all 44 publications

Co-Authors

View all 140 co-authors