Fabio Petroni

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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 CaldarelliAPS fellow, Full Professor Theoretical Physics, DSMN, Ca’ Foscari, VeniceVerified email at unive.it
Tim RocktäschelAssociate Professor at University College London, Research Scientist at Facebook AI ResearchVerified email at cs.ucl.ac.uk
Leonardo QuerzoniAssociate Professor, Sapienza University of RomeVerified email at diag.uniroma1.it
H. Eugene StanleyProfessor of Physics, Boston UniversityVerified email at bu.edu
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
Aris AnagnostopoulosAssociate Professor of Computer Science, Sapienza University of RomeVerified email at dis.uniroma1.it
Jochen L. LeidnerProfessor of Artificial Intelligence, Coburg U. / Visiting Professor, U. of SheffieldVerified email at acm.org
Luca MassarelliUniversità di Roma La SapienzaVerified email at diag.uniroma1.it
Vladimir Karpukhinfacebook AI researchVerified email at fb.com
Vassilis PlachourasFacebook, London, UKVerified email at acm.org
Tim NugentSenior Research Scientist, RefinitivVerified email at refinitiv.com
Giuseppe Antonio Di LunaAssistant Professor - Sapienza UniversityVerified email at uottawa.ca

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	1345	2016
Language Models as Knowledge Bases? F Petroni, T Rocktäschel, P Lewis, A Bakhtin, Y Wu, AH Miller, S Riedel EMNLP 2019, 2019	362	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	117	2015
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	114	2020
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	101	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	65	2016
Zero-shot entity linking with dense entity retrieval L Wu, F Petroni, M Josifoski, S Riedel, L Zettlemoyer EMNLP 2020, 2019	62*	2019
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	40	2019
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	37	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	34	2015
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	30	2020
Core: Context-aware open relation extraction with factorization machines F Petroni, L Corro, R Gemulla Assoc. for Computational Linguistics, 2015	27	2015
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	24	2014
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	18	2017
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	17	2019
Targeted interest-driven advertising in cities using Twitter A Anagnostopoulos, F Petroni, M Sorella Data Mining and Knowledge Discovery 32 (3), 737-763, 2018	17	2018
NeurIPS 2020 EfficientQA competition: Systems, analyses and lessons learned S Min, J Boyd-Graber, C Alberti, D Chen, E Choi, M Collins, K Guu, ... arXiv preprint arXiv:2101.00133, 2021	14	2021
Autoregressive entity retrieval N De Cao, G Izacard, S Riedel, F Petroni arXiv preprint arXiv:2010.00904, 2020	14	2020
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), 2019	14	2019
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	14	2018

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