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Fabio Petroni
Fabio Petroni
Samaya AI
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Retrieval-augmented generation for knowledge-intensive nlp tasks
P Lewis, E Perez, A Piktus, F Petroni, V Karpukhin, N Goyal, H Küttler, ...
NeurIPS 2020, 2020
33832020
The spreading of misinformation online
M Del Vicario, A Bessi, F Zollo, F Petroni, A Scala, G Caldarelli, ...
Proceedings of the national academy of Sciences 113 (3), 554-559, 2016
27702016
Language Models as Knowledge Bases?
F Petroni, T Rocktäschel, P Lewis, A Bakhtin, Y Wu, AH Miller, S Riedel
EMNLP 2019, 2019
25632019
Lost in the middle: How language models use long contexts
NF Liu, K Lin, J Hewitt, A Paranjape, M Bevilacqua, F Petroni, P Liang
Transactions of the Association for Computational Linguistics 12, 157-173, 2024
6432024
Scalable zero-shot entity linking with dense entity retrieval
L Wu, F Petroni, M Josifoski, S Riedel, L Zettlemoyer
EMNLP 2020, 2019
5052019
Few-shot learning with retrieval augmented language models
G Izacard, P Lewis, M Lomeli, L Hosseini, F Petroni, T Schick, ...
arXiv preprint arXiv:2208.03299 1 (2), 4, 2022
494*2022
Autoregressive entity retrieval
N De Cao, G Izacard, S Riedel, F Petroni
ICLR 2020, 2020
4632020
Kilt: a benchmark for knowledge intensive language tasks
F Petroni, A Piktus, A Fan, P Lewis, M Yazdani, N De Cao, J Thorne, ...
NAACL-HLT 2021, 2021
4532021
How Context Affects Language Models' Factual Predictions
F Petroni, P Lewis, A Piktus, T Rocktäschel, Y Wu, AH Miller, S Riedel
AKBC 2020 (Best Paper Award), 2020
2142020
Safe: Self-attentive function embeddings for binary similarity
L Massarelli, GA Di Luna, F Petroni, R Baldoni, L Querzoni
Detection of Intrusions and Malware, and Vulnerability Assessment: 16th …, 2019
2042019
Viral misinformation: The role of homophily and polarization
A Bessi, F Petroni, M Del Vicario, F Zollo, A Anagnostopoulos, A Scala, ...
Proceedings of the 24th international conference on World Wide Web, 355-356, 2015
1812015
Hdrf: Stream-based partitioning for power-law graphs
F Petroni, L Querzoni, K Daudjee, S Kamali, G Iacoboni
Proceedings of the 24th ACM international on conference on information and …, 2015
1802015
Cutting down on prompts and parameters: Simple few-shot learning with language models
RL Logan IV, I Balažević, E Wallace, F Petroni, S Singh, S Riedel
ACL 2022, 2022
1792022
Homophily and polarization in the age of misinformation
A Bessi, F Petroni, MD Vicario, F Zollo, A Anagnostopoulos, A Scala, ...
The European physical journal special topics 225, 2047-2059, 2016
1482016
Autoregressive search engines: Generating substrings as document identifiers
M Bevilacqua, G Ottaviano, P Lewis, S Yih, S Riedel, F Petroni
Advances in Neural Information Processing Systems 35, 31668-31683, 2022
1292022
Multilingual autoregressive entity linking
N De Cao, L Wu, K Popat, M Artetxe, N Goyal, M Plekhanov, ...
Transactions of the Association for Computational Linguistics 10, 274-290, 2022
1242022
Investigating graph embedding neural networks with unsupervised features extraction for binary analysis
L Massarelli, GA Di Luna, F Petroni, L Querzoni, R Baldoni
Proceedings of the 2nd Workshop on Binary Analysis Research (BAR), 1-11, 2019
882019
Minihack the planet: A sandbox for open-ended reinforcement learning research
M Samvelyan, R Kirk, V Kurin, J Parker-Holder, M Jiang, E Hambro, ...
NeurIPS 2021: Datasets and Benchmarks Track, 2021
842021
Neural paraphrase generator
JL Leidner, V Plachouras, F Petroni
US Patent 10,733,380, 2020
732020
Neurips 2020 efficientqa competition: Systems, analyses and lessons learned
S Min, J Boyd-Graber, C Alberti, D Chen, E Choi, M Collins, K Guu, ...
NeurIPS 2020 Competition and Demonstration Track, 86-111, 2021
722021
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