Fabio Petroni

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Sebastian RiedelHonorary Professor @ University College London, Researcher @ DeepMindVerified email at cs.ucl.ac.uk
Antonio ScalaResearch Scientist, CNR-ISC Uos "La Sapienza"Verified email at cnr.it
Fabiana ZolloCa' Foscari University of VeniceVerified email at unive.it
Alessandro BessiPostdoc Researcher at Information Sciences Institute, University of Southern CaliforniaVerified email at isi.edu
Tim RocktäschelProfessor of Artificial Intelligence at UCL, Open-Endedness Team Lead at Google DeepMindVerified email at cs.ucl.ac.uk
Walter QuattrociocchiSapienza University of RomeVerified email at uniroma1.it
Michela Del VicarioSr. Data Scientist, BayerVerified email at imtlucca.it
Guido CaldarelliAPS fellow, Full Professor Theoretical Physics, DSMN, Ca’ Foscari, VeniceVerified email at unive.it
Aleksandra PiktusCohere | Sapienza, University of RomeVerified email at cohere.com
Leonardo QuerzoniAssociate Professor, Sapienza University of RomeVerified email at diag.uniroma1.it
H. Eugene StanleyProfessor of Physics, Boston UniversityVerified email at bu.edu
Scott Wen-tau YihMeta AI - FAIRVerified email at fb.com
Vladimir Karpukhinfacebook AI researchVerified email at fb.com
Nicola De CaoResearch Scientist @ Google DeepMindVerified email at google.com
Yuxiang WuUniversity College LondonVerified email at ucl.ac.uk
Alexander Holden MillerMeta Fundamental AI Research (FAIR)Verified email at meta.com
Vassilis PlachourasFacebook, London, UKVerified email at acm.org
Jochen L. LeidnerProfessor of Artificial Intelligence, Coburg U. / Visiting Professor, U. of SheffieldVerified email at acm.org
Naman GoyalFacebook AI ResearchVerified email at gatech.edu
Heinrich KüttlerInflection AIVerified email at math.lmu.de

Fabio Petroni

Samaya AI

Verified email at samaya.ai - Homepage

machine knowledge


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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	2314	2016
Language Models as Knowledge Bases? F Petroni, T Rocktäschel, P Lewis, A Bakhtin, Y Wu, AH Miller, S Riedel EMNLP 2019, 2019	1657	2019
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	880	2020
Scalable zero-shot entity linking with dense entity retrieval L Wu, F Petroni, M Josifoski, S Riedel, L Zettlemoyer EMNLP 2020, 2019	343	2019
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	283	2021
Autoregressive entity retrieval N De Cao, G Izacard, S Riedel, F Petroni ICLR 2020, 2020	267	2020
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	164	2015
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	155	2015
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	147	2019
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	140	2020
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, 2022	138	2022
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	123	2016
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	104	2022
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	69	2022
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	62	2019
Echo chambers in the age of misinformation M Del Vicario, A Bessi, F Zollo, F Petroni, A Scala, G Caldarelli, ... arXiv preprint arXiv:1509.00189, 2015	60	2015
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	57	2021
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	53	2021
Multi-task retrieval for knowledge-intensive tasks J Maillard, V Karpukhin, F Petroni, W Yih, B Oğuz, V Stoyanov, G Ghosh ACL 2021, 2021	52	2021
Neural paraphrase generator JL Leidner, V Plachouras, F Petroni US Patent 10,733,380, 2020	52	2020

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