Fabio Petroni

Cited by

	All	Since 2016
Citations	1864	1832
h-index	13	13
i10-index	16	16

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201520162017201820192020202120 95 214 273 413 790 25

Co-authors

Sebastian RiedelProfessor @ University College London, Researcher @ Facebook AI ResearchVerified email at cs.ucl.ac.uk
Michela Del VicarioPhD Student in Computer, Decision, and Systems Science, IMT LuccaVerified email at imtlucca.it
Antonio ScalaResearch Scientist, CNR-ISC Uos "La Sapienza"Verified email at cnr.it
Fabiana Zollo, PhDCa' Foscari University of VeniceVerified email at unive.it
Walter QuattrociocchiSapienza University of RomeVerified email at uniroma1.it
Alessandro BessiPostdoc Researcher at Information Sciences Institute, University of Southern CaliforniaVerified email at isi.edu
Guido CaldarelliFull Professor Theoretical Physics, DSMN, Ca’ Foscari, VeniceVerified email at unive.it
Leonardo QuerzoniAssociate Professor, Sapienza University of RomeVerified email at diag.uniroma1.it
Tim RocktäschelResearch Scientist at Facebook AI Research, Lecturer at University College LondonVerified email at cs.ucl.ac.uk
H. Eugene StanleyProfessor of Physics, Boston UniversityVerified email at bu.edu
Jochen L. LeidnerDirector, Research - R&D, Reuters Ltd./Refinitiv Ltd.Verified email at acm.org
Aris AnagnostopoulosAssociate Professor of Computer Science, Sapienza University of RomeVerified email at dis.uniroma1.it
Aleksandra PiktusFacebook AIVerified email at fb.com
Yuxiang WuUniversity College LondonVerified email at ucl.ac.uk
Alexander Holden MillerResearch Engineer, FacebookVerified email at fb.com
Tim NugentSenior Research Scientist, RefinitivVerified email at refinitiv.com
Luca MassarelliUniversità di Roma La SapienzaVerified email at diag.uniroma1.it
Vassilis PlachourasFacebook, London, UKVerified email at acm.org
Giuseppe Antonio Di LunaPostdoctoral Fellow - Sapienza UniversityVerified email at uottawa.ca
Roberto BaldoniProfessor of Computer Science, Universita' degli Studi di Roma 'La Sapienza'Verified email at uniroma1.it

Fabio Petroni

Facebook AI Research

Verified email at fb.com - Homepage

machine learning natural language processing distributed computing recommender systems


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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	1093	2016
Language Models as Knowledge Bases? F Petroni, T Rocktäschel, P Lewis, A Bakhtin, Y Wu, AH Miller, S Riedel EMNLP 2019, 2019	217	2019
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	110	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	79	2015
Homophily and polarization in the age of misinformation A Bessi, F Petroni, M Del Vicario, F Zollo, A Anagnostopoulos, A Scala, ... The European Physical Journal Special Topics 225 (10), 2047-2059, 2016	53	2016
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	42	2020
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	31	2015
Core: Context-aware open relation extraction with factorization machines F Petroni, L Corro, R Gemulla Assoc. for Computational Linguistics, 2015	27	2015
Zero-shot entity linking with dense entity retrieval L Wu, F Petroni, M Josifoski, S Riedel, L Zettlemoyer EMNLP 2020, 2019	25*	2019
GASGD: stochastic gradient descent for distributed asynchronous matrix completion via graph partitioning. F Petroni, L Querzoni Proceedings of the 8th ACM Conference on Recommender systems, 241-248, 2014	25	2014
Safe: Self-attentive function embeddings for binary similarity L Massarelli, GA Di Luna, F Petroni, R Baldoni, L Querzoni International Conference on Detection of Intrusions and Malware, and …, 2019	23	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	14	2020
Targeted interest-driven advertising in cities using Twitter A Anagnostopoulos, F Petroni, M Sorella Data Mining and Knowledge Discovery 32 (3), 737-763, 2018	14	2018
A comparison of classification models for natural disaster and critical event detection from news T Nugent, F Petroni, N Raman, L Carstens, JL Leidner 2017 IEEE International Conference on Big Data (Big Data), 3750-3759, 2017	13	2017
Neural paraphrase generator JL Leidner, V Plachouras, F Petroni US Patent 10,733,380, 2020	11	2020
An extensible event extraction system with cross-media event resolution F Petroni, N Raman, T Nugent, A Nourbakhsh, Ž Panić, S Shah, ... Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018	10	2018
KILT: a benchmark for knowledge intensive language tasks F Petroni, A Piktus, A Fan, P Lewis, M Yazdani, N De Cao, J Thorne, ... arXiv preprint arXiv:2009.02252, 2020	9	2020
How decoding strategies affect the verifiability of generated text L Massarelli, F Petroni, A Piktus, M Ott, T Rocktäschel, V Plachouras, ... Findings of ACL: EMNLP 2020, 2019	9	2019
Lcbm: a fast and lightweight collaborative filtering algorithm for binary ratings F Petroni, L Querzoni, R Beraldi, M Paolucci Journal of Systems and Software 117, 583-594, 2016	9	2016
Exploiting user feedback for online filtering in event-based systems F Petroni, L Querzoni, R Beraldi, M Paolucci Future Generation Computer Systems 71, 202-211, 2017	7	2017

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