| 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 | 5646 | 2020 |
| Language Models as Knowledge Bases? F Petroni, T Rocktäschel, P Lewis, A Bakhtin, Y Wu, AH Miller, S Riedel EMNLP 2019, 2019 | 2959 | 2019 |
| 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 | 2949 | 2016 |
| Lost in the middle: How language models use long contexts NF Liu, K Lin, J Hewitt, A Paranjape, M Bevilacqua, F Petroni, P Liang Transactions of the Association for Computational Linguistics 12, 157-173, 2024 | 1115 | 2024 |
| 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 1 (2), 4, 2022 | 672* | 2022 |
| Scalable zero-shot entity linking with dense entity retrieval L Wu, F Petroni, M Josifoski, S Riedel, L Zettlemoyer EMNLP 2020, 2019 | 559 | 2019 |
| Autoregressive entity retrieval N De Cao, G Izacard, S Riedel, F Petroni ICLR 2020, 2020 | 543 | 2020 |
| 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 | 528 | 2021 |
| 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 | 251 | 2020 |
| 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 | 236 | 2019 |
| 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 | 204 | 2022 |
| 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 | 192 | 2015 |
| 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 | 188 | 2015 |
| Autoregressive search engines: Generating substrings as document identifiers M Bevilacqua, G Ottaviano, P Lewis, S Yih, S Riedel, F Petroni Advances in Neural Information Processing Systems 35, 31668-31683, 2022 | 160 | 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 | 159 | 2016 |
| 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 | 139 | 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 | 107 | 2019 |
| 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 | 100 | 2021 |
| Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks. arXiv 2005 PSH Lewis, E Perez, A Piktus, F Petroni, V Karpukhin, N Goyal, H Küttler, ... arXiv preprint arXiv:2005.11401, 0 | 98 | |
| Learning To Recognize Procedural Activities with Distant Supervision X Lin, F Petroni, G Bertasius, M Rohrbach, SF Chang, L Torresani CVPR 2022, 2022 | 86 | 2022 |
Sebastian RiedelHonorary Professor @ University College London, Researcher @ DeepMindVerified email at cs.ucl.ac.uk