Fabio Petroni

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Sebastian RiedelProfessor @ University College London, Researcher @ Facebook AI ResearchVerified email at cs.ucl.ac.uk
Tim RocktäschelResearcher at DeepMind, Associate Professor at UCLVerified 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
Leonardo QuerzoniAssociate Professor, Sapienza University of RomeVerified email at diag.uniroma1.it
Aleksandra PiktusHuggingFaceVerified email at huggingface.co
H. Eugene StanleyProfessor of Physics, Boston UniversityVerified email at bu.edu
Alexander Holden MillerResearch Engineer, FacebookVerified email at fb.com
Scott Wen-tau YihFacebook AI ResearchVerified email at fb.com
Nicola De CaoPhD at University of Amsterdam and The University of EdinburghVerified email at uva.nl
Vladimir Karpukhinfacebook AI researchVerified email at fb.com
Yuxiang WuUniversity College LondonVerified email at ucl.ac.uk
Aris AnagnostopoulosProfessor of Computer Science at Sapienza University of RomeVerified email at diag.uniroma1.it
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
Vassilis PlachourasFacebook, London, UKVerified email at acm.org

Fabio Petroni

Facebook AI Research

Verified email at fb.com - 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	1703	2016
Language Models as Knowledge Bases? F Petroni, T Rocktäschel, P Lewis, A Bakhtin, Y Wu, AH Miller, S Riedel EMNLP 2019, 2019	679	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	303	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	148	2015
Scalable zero-shot entity linking with dense entity retrieval L Wu, F Petroni, M Josifoski, S Riedel, L Zettlemoyer EMNLP 2020, 2019	145	2019
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	113	2015
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	108	2021
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 (10), 2047-2059, 2016	81	2016
Autoregressive entity retrieval N De Cao, G Izacard, S Riedel, F Petroni ICLR 2020, 2020	72	2020
Safe: Self-attentive function embeddings for binary similarity L Massarelli, GAD Luna, F Petroni, R Baldoni, L Querzoni International Conference on Detection of Intrusions and Malware, and …, 2019	66	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	63	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	50	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	33	2021
Core: Context-aware open relation extraction with factorization machines F Petroni, L Del Corro, R Gemulla Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015	33	2015
Neural paraphrase generator JL Leidner, V Plachouras, F Petroni US Patent 10,733,380, 2020	28	2020
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 arXiv preprint arXiv:2106.13353, 2021	26	2021
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	25	2019
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	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
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	23	2017

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