Fabio Petroni
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
30
Venues
16
Active years
2012–2026
Best venue rank
A*
Where they publish
Papers
30 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EACL | CacheNotes: Task-Aware Key-Value Cache Compression for Reasoning-Intensive Knowledge Tasks. | Giulio Corallo, Orion Weller, Fabio Petroni, Paolo Papotti |
| 2025 | SIGIR | IR-RAG @SIGIR25: The Second Edition of the Workshop on Information Retrieval's Role in RAG Systems. | Negar Arabzadeh, Ziheng Chen, Fabio Petroni, Federico Siciliano, Fabrizio Silvestri, Giovanni Trappolini |
| 2024 | SIGIR | IR-RAG @ SIGIR24: Information Retrieval's Role in RAG Systems. | Fabio Petroni, Federico Siciliano, Fabrizio Silvestri, Giovanni Trappolini |
| 2023 | ICLR | Can discrete information extraction prompts generalize across language models? | Nathanal Carraz Rakotonirina, Roberto Dess, Fabio Petroni, Sebastian Riedel, Marco Baroni |
| 2023 | ICLR | PEER: A Collaborative Language Model. | Timo Schick, Jane A. Yu, Zhengbao Jiang, Fabio Petroni, Patrick Lewis, Gautier Izacard, Qingfei You, Christoforos Nalmpantis, Edouard Grave, Sebastian Riedel |
| 2022 | ACL | Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models. | Robert L. Logan IV, Ivana Balazevic, Eric Wallace, Fabio Petroni, Sameer Singh, Sebastian Riedel |
| 2022 | ACL | Open Vocabulary Extreme Classification Using Generative Models. | Daniel Simig, Fabio Petroni, Pouya Yanki, Kashyap Popat, Christina Du, Sebastian Riedel, Majid Yazdani |
| 2022 | CVPR | Learning To Recognize Procedural Activities with Distant Supervision. | Xudong Lin, Fabio Petroni, Gedas Bertasius, Marcus Rohrbach, Shih-Fu Chang, Lorenzo Torresani |
| 2022 | EMNLP | EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing. | Nora Kassner, Fabio Petroni, Mikhail Plekhanov, Sebastian Riedel, Nicola Cancedda |
| 2022 | NAACL | GenIE: Generative Information Extraction. | Martin Josifoski, Nicola De Cao, Maxime Peyrard, Fabio Petroni, Robert West |
| 2022 | NAACL | Boosted Dense Retriever. | Patrick Lewis, Barlas Oguz, Wenhan Xiong, Fabio Petroni, Scott Yih, Sebastian Riedel |
| 2021 | ACL | Multi-Task Retrieval for Knowledge-Intensive Tasks. | Jean Maillard, Vladimir Karpukhin, Fabio Petroni, Wen-tau Yih, Barlas Oguz, Veselin Stoyanov, Gargi Ghosh |
| 2021 | ICLR | Autoregressive Entity Retrieval. | Nicola De Cao, Gautier Izacard, Sebastian Riedel, Fabio Petroni |
| 2021 | IJCNN | Concept Matching for Low-Resource Classification. | Federico Errica, Fabrizio Silvestri, Bora Edizel, Ludovic Denoyer, Fabio Petroni, Vassilis Plachouras, Sebastian Riedel |
| 2021 | NAACL | KILT: a Benchmark for Knowledge Intensive Language Tasks. | Fabio Petroni, Aleksandra Piktus, Angela Fan, Patrick Lewis, Majid Yazdani, Nicola De Cao, James Thorne, Yacine Jernite, Vladimir Karpukhin, Jean Maillard, Vassilis Plachouras, Tim Rocktschel, Sebastian Riedel |
| 2020 | EMNLP | Generating Fact Checking Briefs. | Angela Fan, Aleksandra Piktus, Fabio Petroni, Guillaume Wenzek, Marzieh Saeidi, Andreas Vlachos, Antoine Bordes, Sebastian Riedel |
| 2020 | EMNLP | How Decoding Strategies Affect the Verifiability of Generated Text. | Luca Massarelli, Fabio Petroni, Aleksandra Piktus, Myle Ott, Tim Rocktschel, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel |
| 2020 | EMNLP | Scalable Zero-shot Entity Linking with Dense Entity Retrieval. | Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer |
| 2019 | DIMVA | SAFE: Self-Attentive Function Embeddings for Binary Similarity. | Luca Massarelli, Giuseppe Antonio Di Luna, Fabio Petroni, Roberto Baldoni, Leonardo Querzoni |
| 2019 | EMNLP | Language Models as Knowledge Bases? | Fabio Petroni, Tim Rocktschel, Sebastian Riedel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H. Miller |
| 2018 | KDD | An Extensible Event Extraction System With Cross-Media Event Resolution. | Fabio Petroni, Natraj Raman, Timothy Nugent, Armineh Nourbakhsh, Zarko Panic, Sameena Shah, Jochen L. Leidner |
| 2018 | NAACL | attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines. | Fabio Petroni, Vassilis Plachouras, Timothy Nugent, Jochen L. Leidner |
| 2018 | NAACL | A Comparison of Two Paraphrase Models for Taxonomy Augmentation. | Vassilis Plachouras, Fabio Petroni, Timothy Nugent, Jochen L. Leidner |
| 2016 | ICWSM | Targeted Interest-Driven Advertising in Cities Using Twitter. | Aris Anagnostopoulos, Fabio Petroni, Mara Sorella |
| 2016 | SAC | Exploiting user feedback for online filtering in event-based systems. | Fabio Petroni, Leonardo Querzoni, Roberto Beraldi, Mario Paolucci |
| 2015 | CIKM | HDRF: Stream-Based Partitioning for Power-Law Graphs. | Fabio Petroni, Leonardo Querzoni, Khuzaima Daudjee, Shahin Kamali, Giorgio Iacoboni |
| 2015 | EMNLP | CORE: Context-Aware Open Relation Extraction with Factorization Machines. | Fabio Petroni, Luciano Del Corro, Rainer Gemulla |
| 2015 | WWW | Viral Misinformation: The Role of Homophily and Polarization. | Alessandro Bessi, Fabio Petroni, Michela Del Vicario, Fabiana Zollo, Aris Anagnostopoulos, Antonio Scala, Guido Caldarelli, Walter Quattrociocchi |
| 2014 | RecSys | GASGD: stochastic gradient descent for distributed asynchronous matrix completion via graph partitioning. | Fabio Petroni, Leonardo Querzoni |
| 2012 | SAFECOMP | HSIENA: A Hybrid Publish/Subscribe System. | Fabio Petroni, Leonardo Querzoni |