Fabio Petroni

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Sebastian RiedelProfessor @ University College London, Researcher @ DeepMindVerified email at cs.ucl.ac.uk
Tim RocktäschelResearch Scientist 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
Aleksandra PiktusHugging Face | Sapienza, University of RomeVerified email at huggingface.co
Leonardo QuerzoniAssociate Professor, Sapienza University of RomeVerified email at diag.uniroma1.it
Scott Wen-tau YihMeta AI - FAIRVerified email at fb.com
H. Eugene StanleyProfessor of Physics, Boston UniversityVerified email at bu.edu
Alexander Holden MillerResearch Engineer, FacebookVerified email at fb.com
Vladimir Karpukhinfacebook AI researchVerified email at fb.com
Nicola De CaoResearch Scientist @ Google AIVerified email at google.com
Yuxiang WuUniversity College LondonVerified email at ucl.ac.uk
Vassilis PlachourasFacebook, London, UKVerified email at acm.org
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

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	1942	2016
Language Models as Knowledge Bases? F Petroni, T Rocktäschel, P Lewis, A Bakhtin, Y Wu, AH Miller, S Riedel EMNLP 2019, 2019	1017	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	475	2020
Scalable zero-shot entity linking with dense entity retrieval L Wu, F Petroni, M Josifoski, S Riedel, L Zettlemoyer EMNLP 2020, 2019	227	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	171	2021
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	154	2015
Autoregressive entity retrieval N De Cao, G Izacard, S Riedel, F Petroni ICLR 2020, 2020	149	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	130	2015
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	99	2016
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	93	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	91	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	54	2015
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	52	2022
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	46	2021
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	38	2019
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	37	2022
Neural paraphrase generator JL Leidner, V Plachouras, F Petroni US Patent 10,733,380, 2020	36	2020
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	34	2015
Multi-task retrieval for knowledge-intensive tasks J Maillard, V Karpukhin, F Petroni, W Yih, B Oğuz, V Stoyanov, G Ghosh ACL 2021, 2021	33	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	33	2019

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