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ORCIDBibTeX records: Fabio Petroni
@inproceedings{DBLP:conf/sigir/ArabzadehCPSST25,
author = {Negar Arabzadeh and
Ziheng Chen and
Fabio Petroni and
Federico Siciliano and
Fabrizio Silvestri and
Giovanni Trappolini},
editor = {Nicola Ferro and
Maria Maistro and
Gabriella Pasi and
Omar Alonso and
Andrew Trotman and
Suzan Verberne},
title = {{IR-RAG} @SIGIR25: The Second Edition of the Workshop on Information
Retrieval's Role in {RAG} Systems},
booktitle = {Proceedings of the 48th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2025, Padua,
Italy, July 13-18, 2025},
pages = {4168--4171},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3726302.3730362},
doi = {10.1145/3726302.3730362},
timestamp = {Tue, 05 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ArabzadehCPSST25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-04973,
author = {Giulio Corallo and
Orion Weller and
Fabio Petroni and
Paolo Papotti},
title = {Beyond {RAG:} Task-Aware {KV} Cache Compression for Comprehensive
Knowledge Reasoning},
journal = {CoRR},
volume = {abs/2503.04973},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.04973},
doi = {10.48550/ARXIV.2503.04973},
eprinttype = {arXiv},
eprint = {2503.04973},
timestamp = {Fri, 11 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-04973.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigir/PetroniSST24,
author = {Fabio Petroni and
Federico Siciliano and
Fabrizio Silvestri and
Giovanni Trappolini},
title = {Report on the 1st Workshop on Information Retrieval's Role in {RAG}
Systems {(IR-RAG} 2024) at {SIGIR} 2024},
journal = {{SIGIR} Forum},
volume = {58},
number = {2},
pages = {1--12},
year = {2024},
url = {https://doi.org/10.1145/3722449.3722463},
doi = {10.1145/3722449.3722463},
timestamp = {Mon, 12 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigir/PetroniSST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/LiuLHPBPL24,
author = {Nelson F. Liu and
Kevin Lin and
John Hewitt and
Ashwin Paranjape and
Michele Bevilacqua and
Fabio Petroni and
Percy Liang},
title = {Lost in the Middle: How Language Models Use Long Contexts},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {12},
pages = {157--173},
year = {2024},
url = {https://doi.org/10.1162/tacl\_a\_00638},
doi = {10.1162/TACL\_A\_00638},
timestamp = {Thu, 20 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/LiuLHPBPL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/PetroniSST24,
author = {Fabio Petroni and
Federico Siciliano and
Fabrizio Silvestri and
Giovanni Trappolini},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {{IR-RAG} @ {SIGIR24:} Information Retrieval's Role in {RAG} Systems},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {3036--3039},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657984},
doi = {10.1145/3626772.3657984},
timestamp = {Sun, 19 Jan 2025 13:11:15 +0100},
biburl = {https://dblp.org/rec/conf/sigir/PetroniSST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ir-rag/2024,
editor = {Fabio Petroni and
Federico Siciliano and
Fabrizio Silvestri and
Giovanni Trappolini},
title = {Proceedings of the Workshop Information Retrieval's Role in {RAG}
Systems {(IR-RAG} 2024) co-located with the 47th International {ACM}
{SIGIR} Conference on Research and Development in Information Retrieval
{(SIGIR} 2024), Washington DC, USA, 07 18, 2024},
series = {{CEUR} Workshop Proceedings},
volume = {3784},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3784},
urn = {urn:nbn:de:0074-3784-1},
timestamp = {Wed, 04 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ir-rag/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dai/BarnaboTLCFPS23,
author = {Giorgio Barnab{\`{o}} and
Giovanni Trappolini and
Lorenzo Lastilla and
Cesare Campagnano and
Angela Fan and
Fabio Petroni and
Fabrizio Silvestri},
title = {CycleDRUMS: automatic drum arrangement for bass lines using CycleGAN},
journal = {Discov. Artif. Intell.},
volume = {3},
number = {1},
year = {2023},
url = {https://doi.org/10.1007/s44163-023-00047-7},
doi = {10.1007/S44163-023-00047-7},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dai/BarnaboTLCFPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/IzacardLLHPSDJRG23,
author = {Gautier Izacard and
Patrick Lewis and
Maria Lomeli and
Lucas Hosseini and
Fabio Petroni and
Timo Schick and
Jane Dwivedi{-}Yu and
Armand Joulin and
Sebastian Riedel and
Edouard Grave},
title = {Atlas: Few-shot Learning with Retrieval Augmented Language Models},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {251:1--251:43},
year = {2023},
url = {https://jmlr.org/papers/v24/23-0037.html},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/IzacardLLHPSDJRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PetroniBPLIHDLSBMJGR23,
author = {Fabio Petroni and
Samuel Broscheit and
Aleksandra Piktus and
Patrick Lewis and
Gautier Izacard and
Lucas Hosseini and
Jane Dwivedi{-}Yu and
Maria Lomeli and
Timo Schick and
Michele Bevilacqua and
Pierre{-}Emmanuel Mazar{\'{e}} and
Armand Joulin and
Edouard Grave and
Sebastian Riedel},
title = {Improving Wikipedia verifiability with {AI}},
journal = {Nat. Mac. Intell.},
volume = {5},
number = {10},
pages = {1142--1148},
year = {2023},
url = {https://doi.org/10.1038/s42256-023-00726-1},
doi = {10.1038/S42256-023-00726-1},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/PetroniBPLIHDLSBMJGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ekgllm/Petroni23,
author = {Fabio Petroni},
editor = {Rajeev Gupta and
Srinath Srinivasa},
title = {Can Machines Discover New Knowledge?},
booktitle = {Proceedings of the Workshop on Enterprise Knowledge Graphs using Large
Language Models {(EKG-LLM} 2023) co-located with 32nd {ACM} International
Conference on Information and Knowledge Management {(CIKM} 2023),
Birmingham, UK, October 22, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3532},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3532/invited2.pdf},
timestamp = {Mon, 18 Dec 2023 16:58:34 +0100},
biburl = {https://dblp.org/rec/conf/ekgllm/Petroni23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RakotonirinaDP023,
author = {Nathana{\"{e}}l Carraz Rakotonirina and
Roberto Dess{\`{\i}} and
Fabio Petroni and
Sebastian Riedel and
Marco Baroni},
title = {Can discrete information extraction prompts generalize across language
models?},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=sbWVtxq8-zE},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RakotonirinaDP023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SchickYJPLIYNG023,
author = {Timo Schick and
Jane A. Yu and
Zhengbao Jiang and
Fabio Petroni and
Patrick Lewis and
Gautier Izacard and
Qingfei You and
Christoforos Nalmpantis and
Edouard Grave and
Sebastian Riedel},
title = {{PEER:} {A} Collaborative Language Model},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=KbYevcLjnc},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SchickYJPLIYNG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09865,
author = {Nathana{\"{e}}l Carraz Rakotonirina and
Roberto Dess{\`{\i}} and
Fabio Petroni and
Sebastian Riedel and
Marco Baroni},
title = {Can discrete information extraction prompts generalize across language
models?},
journal = {CoRR},
volume = {abs/2302.09865},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09865},
doi = {10.48550/ARXIV.2302.09865},
eprinttype = {arXiv},
eprint = {2302.09865},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03172,
author = {Nelson F. Liu and
Kevin Lin and
John Hewitt and
Ashwin Paranjape and
Michele Bevilacqua and
Fabio Petroni and
Percy Liang},
title = {Lost in the Middle: How Language Models Use Long Contexts},
journal = {CoRR},
volume = {abs/2307.03172},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03172},
doi = {10.48550/ARXIV.2307.03172},
eprinttype = {arXiv},
eprint = {2307.03172},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03172.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/CaoWPAGPZCRP22,
author = {Nicola De Cao and
Ledell Wu and
Kashyap Popat and
Mikel Artetxe and
Naman Goyal and
Mikhail Plekhanov and
Luke Zettlemoyer and
Nicola Cancedda and
Sebastian Riedel and
Fabio Petroni},
title = {Multilingual Autoregressive Entity Linking},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {10},
pages = {274--290},
year = {2022},
url = {https://doi.org/10.1162/tacl\_a\_00460},
doi = {10.1162/TACL\_A\_00460},
timestamp = {Tue, 11 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tacl/CaoWPAGPZCRP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/MassarelliLPQB22,
author = {Luca Massarelli and
Giuseppe Antonio Di Luna and
Fabio Petroni and
Leonardo Querzoni and
Roberto Baldoni},
title = {Function Representations for Binary Similarity},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {19},
number = {4},
pages = {2259--2273},
year = {2022},
url = {https://doi.org/10.1109/TDSC.2021.3051852},
doi = {10.1109/TDSC.2021.3051852},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/MassarelliLPQB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SimigPYPD0Y22,
author = {Daniel Simig and
Fabio Petroni and
Pouya Yanki and
Kashyap Popat and
Christina Du and
Sebastian Riedel and
Majid Yazdani},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Open Vocabulary Extreme Classification Using Generative Models},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022,
Dublin, Ireland, May 22-27, 2022},
pages = {1561--1583},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-acl.123},
doi = {10.18653/V1/2022.FINDINGS-ACL.123},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SimigPYPD0Y22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LoganBWP0022,
author = {Robert L. Logan IV and
Ivana Balazevic and
Eric Wallace and
Fabio Petroni and
Sameer Singh and
Sebastian Riedel},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with
Language Models},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022,
Dublin, Ireland, May 22-27, 2022},
pages = {2824--2835},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-acl.222},
doi = {10.18653/V1/2022.FINDINGS-ACL.222},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LoganBWP0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/0003PBRCT22,
author = {Xudong Lin and
Fabio Petroni and
Gedas Bertasius and
Marcus Rohrbach and
Shih{-}Fu Chang and
Lorenzo Torresani},
title = {Learning To Recognize Procedural Activities with Distant Supervision},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {13843--13853},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01348},
doi = {10.1109/CVPR52688.2022.01348},
timestamp = {Sun, 19 Jan 2025 13:39:04 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/0003PBRCT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KassnerPP0C22,
author = {Nora Kassner and
Fabio Petroni and
Mikhail Plekhanov and
Sebastian Riedel and
Nicola Cancedda},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {{EDIN:} An End-to-end Benchmark and Pipeline for Unknown Entity Discovery
and Indexing},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {8659--8673},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.593},
doi = {10.18653/V1/2022.EMNLP-MAIN.593},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KassnerPP0C22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/LewisOXPY022,
author = {Patrick Lewis and
Barlas Oguz and
Wenhan Xiong and
Fabio Petroni and
Scott Yih and
Sebastian Riedel},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Boosted Dense Retriever},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {3102--3117},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.226},
doi = {10.18653/V1/2022.NAACL-MAIN.226},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/LewisOXPY022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/JosifoskiCPP022,
author = {Martin Josifoski and
Nicola De Cao and
Maxime Peyrard and
Fabio Petroni and
Robert West},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {GenIE: Generative Information Extraction},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {4626--4643},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.342},
doi = {10.18653/V1/2022.NAACL-MAIN.342},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/JosifoskiCPP022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BevilacquaOLY0P22,
author = {Michele Bevilacqua and
Giuseppe Ottaviano and
Patrick Lewis and
Scott Yih and
Sebastian Riedel and
Fabio Petroni},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Autoregressive Search Engines: Generating Substrings as Document Identifiers},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/cd88d62a2063fdaf7ce6f9068fb15dcd-Abstract-Conference.html},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BevilacquaOLY0P22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/akbc/2022,
editor = {Sebastian Riedel and
Eunsol Choi and
Andreas Vlachos and
James Thorne and
Marek Rei and
Fabio Petroni},
title = {4th Conference on Automated Knowledge Base Construction, {AKBC} 2022,
London, UK, November 3-5, 2022},
year = {2022},
timestamp = {Fri, 19 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/akbc/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-10990,
author = {Xudong Lin and
Fabio Petroni and
Gedas Bertasius and
Marcus Rohrbach and
Shih{-}Fu Chang and
Lorenzo Torresani},
title = {Learning To Recognize Procedural Activities with Distant Supervision},
journal = {CoRR},
volume = {abs/2201.10990},
year = {2022},
url = {https://arxiv.org/abs/2201.10990},
eprinttype = {arXiv},
eprint = {2201.10990},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-10990.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10628,
author = {Michele Bevilacqua and
Giuseppe Ottaviano and
Patrick Lewis and
Wen{-}tau Yih and
Sebastian Riedel and
Fabio Petroni},
title = {Autoregressive Search Engines: Generating Substrings as Document Identifiers},
journal = {CoRR},
volume = {abs/2204.10628},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10628},
doi = {10.48550/ARXIV.2204.10628},
eprinttype = {arXiv},
eprint = {2204.10628},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10628.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-05812,
author = {Daniel Simig and
Fabio Petroni and
Pouya Yanki and
Kashyap Popat and
Christina Du and
Sebastian Riedel and
Majid Yazdani},
title = {Open Vocabulary Extreme Classification Using Generative Models},
journal = {CoRR},
volume = {abs/2205.05812},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.05812},
doi = {10.48550/ARXIV.2205.05812},
eprinttype = {arXiv},
eprint = {2205.05812},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-05812.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12570,
author = {Nora Kassner and
Fabio Petroni and
Mikhail Plekhanov and
Sebastian Riedel and
Nicola Cancedda},
title = {{EDIN:} An End-to-end Benchmark and Pipeline for Unknown Entity Discovery
and Indexing},
journal = {CoRR},
volume = {abs/2205.12570},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12570},
doi = {10.48550/ARXIV.2205.12570},
eprinttype = {arXiv},
eprint = {2205.12570},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-06220,
author = {Fabio Petroni and
Samuel Broscheit and
Aleksandra Piktus and
Patrick Lewis and
Gautier Izacard and
Lucas Hosseini and
Jane Dwivedi{-}Yu and
Maria Lomeli and
Timo Schick and
Pierre{-}Emmanuel Mazar{\'{e}} and
Armand Joulin and
Edouard Grave and
Sebastian Riedel},
title = {Improving Wikipedia Verifiability with {AI}},
journal = {CoRR},
volume = {abs/2207.06220},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.06220},
doi = {10.48550/ARXIV.2207.06220},
eprinttype = {arXiv},
eprint = {2207.06220},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-06220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03299,
author = {Gautier Izacard and
Patrick Lewis and
Maria Lomeli and
Lucas Hosseini and
Fabio Petroni and
Timo Schick and
Jane Dwivedi{-}Yu and
Armand Joulin and
Sebastian Riedel and
Edouard Grave},
title = {Few-shot Learning with Retrieval Augmented Language Models},
journal = {CoRR},
volume = {abs/2208.03299},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.03299},
doi = {10.48550/ARXIV.2208.03299},
eprinttype = {arXiv},
eprint = {2208.03299},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-03299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-11663,
author = {Timo Schick and
Jane Dwivedi{-}Yu and
Zhengbao Jiang and
Fabio Petroni and
Patrick Lewis and
Gautier Izacard and
Qingfei You and
Christoforos Nalmpantis and
Edouard Grave and
Sebastian Riedel},
title = {{PEER:} {A} Collaborative Language Model},
journal = {CoRR},
volume = {abs/2208.11663},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.11663},
doi = {10.48550/ARXIV.2208.11663},
eprinttype = {arXiv},
eprint = {2208.11663},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-11663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-06148,
author = {Christina Du and
Kashyap Popat and
Louis Martin and
Fabio Petroni},
title = {Entity Tagging: Extracting Entities in Text Without Mention Supervision},
journal = {CoRR},
volume = {abs/2209.06148},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.06148},
doi = {10.48550/ARXIV.2209.06148},
eprinttype = {arXiv},
eprint = {2209.06148},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-06148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13331,
author = {Jane Dwivedi{-}Yu and
Timo Schick and
Zhengbao Jiang and
Maria Lomeli and
Patrick Lewis and
Gautier Izacard and
Edouard Grave and
Sebastian Riedel and
Fabio Petroni},
title = {EditEval: An Instruction-Based Benchmark for Text Improvements},
journal = {CoRR},
volume = {abs/2209.13331},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.13331},
doi = {10.48550/ARXIV.2209.13331},
eprinttype = {arXiv},
eprint = {2209.13331},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-13331.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MaillardKPYOSG20,
author = {Jean Maillard and
Vladimir Karpukhin and
Fabio Petroni and
Wen{-}tau Yih and
Barlas Oguz and
Veselin Stoyanov and
Gargi Ghosh},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Multi-Task Retrieval for Knowledge-Intensive Tasks},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {1098--1111},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.89},
doi = {10.18653/V1/2021.ACL-LONG.89},
timestamp = {Mon, 09 Aug 2021 16:25:37 +0200},
biburl = {https://dblp.org/rec/conf/acl/MaillardKPYOSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CaoI0P21,
author = {Nicola De Cao and
Gautier Izacard and
Sebastian Riedel and
Fabio Petroni},
title = {Autoregressive Entity Retrieval},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=5k8F6UU39V},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CaoI0P21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ErricaSEDPPR21,
author = {Federico Errica and
Fabrizio Silvestri and
Bora Edizel and
Ludovic Denoyer and
Fabio Petroni and
Vassilis Plachouras and
Sebastian Riedel},
title = {Concept Matching for Low-Resource Classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533640},
doi = {10.1109/IJCNN52387.2021.9533640},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ErricaSEDPPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/PetroniPFLYCTJK21,
author = {Fabio Petroni and
Aleksandra Piktus and
Angela Fan and
Patrick Lewis and
Majid Yazdani and
Nicola De Cao and
James Thorne and
Yacine Jernite and
Vladimir Karpukhin and
Jean Maillard and
Vassilis Plachouras and
Tim Rockt{\"{a}}schel and
Sebastian Riedel},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {{KILT:} a Benchmark for Knowledge Intensive Language Tasks},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {2523--2544},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.200},
doi = {10.18653/V1/2021.NAACL-MAIN.200},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/PetroniPFLYCTJK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SamvelyanKKPJHP21,
author = {Mikayel Samvelyan and
Robert Kirk and
Vitaly Kurin and
Jack Parker{-}Holder and
Minqi Jiang and
Eric Hambro and
Fabio Petroni and
Heinrich K{\"{u}}ttler and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {MiniHack the Planet: {A} Sandbox for Open-Ended Reinforcement Learning
Research},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/fa7cdfad1a5aaf8370ebeda47a1ff1c3-Abstract-round1.html},
timestamp = {Thu, 05 May 2022 16:30:03 +0200},
biburl = {https://dblp.org/rec/conf/nips/SamvelyanKKPJHP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00117,
author = {Jean Maillard and
Vladimir Karpukhin and
Fabio Petroni and
Wen{-}tau Yih and
Barlas Oguz and
Veselin Stoyanov and
Gargi Ghosh},
title = {Multi-task Retrieval for Knowledge-Intensive Tasks},
journal = {CoRR},
volume = {abs/2101.00117},
year = {2021},
url = {https://arxiv.org/abs/2101.00117},
eprinttype = {arXiv},
eprint = {2101.00117},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-00117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00133,
author = {Sewon Min and
Jordan L. Boyd{-}Graber and
Chris Alberti and
Danqi Chen and
Eunsol Choi and
Michael Collins and
Kelvin Guu and
Hannaneh Hajishirzi and
Kenton Lee and
Jennimaria Palomaki and
Colin Raffel and
Adam Roberts and
Tom Kwiatkowski and
Patrick Lewis and
Yuxiang Wu and
Heinrich K{\"{u}}ttler and
Linqing Liu and
Pasquale Minervini and
Pontus Stenetorp and
Sebastian Riedel and
Sohee Yang and
Minjoon Seo and
Gautier Izacard and
Fabio Petroni and
Lucas Hosseini and
Nicola De Cao and
Edouard Grave and
Ikuya Yamada and
Sonse Shimaoka and
Masatoshi Suzuki and
Shumpei Miyawaki and
Shun Sato and
Ryo Takahashi and
Jun Suzuki and
Martin Fajcik and
Martin Docekal and
Karel Ondrej and
Pavel Smrz and
Hao Cheng and
Yelong Shen and
Xiaodong Liu and
Pengcheng He and
Weizhu Chen and
Jianfeng Gao and
Barlas Oguz and
Xilun Chen and
Vladimir Karpukhin and
Stan Peshterliev and
Dmytro Okhonko and
Michael Sejr Schlichtkrull and
Sonal Gupta and
Yashar Mehdad and
Wen{-}tau Yih},
title = {NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons
Learned},
journal = {CoRR},
volume = {abs/2101.00133},
year = {2021},
url = {https://arxiv.org/abs/2101.00133},
eprinttype = {arXiv},
eprint = {2101.00133},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-00133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-12528,
author = {Nicola De Cao and
Ledell Wu and
Kashyap Popat and
Mikel Artetxe and
Naman Goyal and
Mikhail Plekhanov and
Luke Zettlemoyer and
Nicola Cancedda and
Sebastian Riedel and
Fabio Petroni},
title = {Multilingual Autoregressive Entity Linking},
journal = {CoRR},
volume = {abs/2103.12528},
year = {2021},
url = {https://arxiv.org/abs/2103.12528},
eprinttype = {arXiv},
eprint = {2103.12528},
timestamp = {Tue, 11 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-12528.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-00353,
author = {Giorgio Barnab{\`{o}} and
Giovanni Trappolini and
Lorenzo Lastilla and
Cesare Campagnano and
Angela Fan and
Fabio Petroni and
Fabrizio Silvestri},
title = {CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN},
journal = {CoRR},
volume = {abs/2104.00353},
year = {2021},
url = {https://arxiv.org/abs/2104.00353},
eprinttype = {arXiv},
eprint = {2104.00353},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-00353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13353,
author = {Robert L. Logan IV and
Ivana Balazevic and
Eric Wallace and
Fabio Petroni and
Sameer Singh and
Sebastian Riedel},
title = {Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with
Language Models},
journal = {CoRR},
volume = {abs/2106.13353},
year = {2021},
url = {https://arxiv.org/abs/2106.13353},
eprinttype = {arXiv},
eprint = {2106.13353},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-13202,
author = {Mikayel Samvelyan and
Robert Kirk and
Vitaly Kurin and
Jack Parker{-}Holder and
Minqi Jiang and
Eric Hambro and
Fabio Petroni and
Heinrich K{\"{u}}ttler and
Edward Grefenstette and
Tim Rockt{\"{a}}schel},
title = {MiniHack the Planet: {A} Sandbox for Open-Ended Reinforcement Learning
Research},
journal = {CoRR},
volume = {abs/2109.13202},
year = {2021},
url = {https://arxiv.org/abs/2109.13202},
eprinttype = {arXiv},
eprint = {2109.13202},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-13202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07771,
author = {Patrick Lewis and
Barlas Oguz and
Wenhan Xiong and
Fabio Petroni and
Wen{-}tau Yih and
Sebastian Riedel},
title = {Boosted Dense Retriever},
journal = {CoRR},
volume = {abs/2112.07771},
year = {2021},
url = {https://arxiv.org/abs/2112.07771},
eprinttype = {arXiv},
eprint = {2112.07771},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09924,
author = {Aleksandra Piktus and
Fabio Petroni and
Vladimir Karpukhin and
Dmytro Okhonko and
Samuel Broscheit and
Gautier Izacard and
Patrick Lewis and
Barlas Oguz and
Edouard Grave and
Wen{-}tau Yih and
Sebastian Riedel},
title = {The Web Is Your Oyster - Knowledge-Intensive {NLP} against a Very
Large Web Corpus},
journal = {CoRR},
volume = {abs/2112.09924},
year = {2021},
url = {https://arxiv.org/abs/2112.09924},
eprinttype = {arXiv},
eprint = {2112.09924},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/PetroniLPRWM020,
author = {Fabio Petroni and
Patrick Lewis and
Aleksandra Piktus and
Tim Rockt{\"{a}}schel and
Yuxiang Wu and
Alexander H. Miller and
Sebastian Riedel},
editor = {Dipanjan Das and
Hannaneh Hajishirzi and
Andrew McCallum and
Sameer Singh},
title = {How Context Affects Language Models' Factual Predictions},
booktitle = {Conference on Automated Knowledge Base Construction, {AKBC} 2020,
Virtual, June 22-24, 2020},
year = {2020},
url = {https://doi.org/10.24432/C5201W},
doi = {10.24432/C5201W},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/akbc/PetroniLPRWM020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MassarelliPPORP20,
author = {Luca Massarelli and
Fabio Petroni and
Aleksandra Piktus and
Myle Ott and
Tim Rockt{\"{a}}schel and
Vassilis Plachouras and
Fabrizio Silvestri and
Sebastian Riedel},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {How Decoding Strategies Affect the Verifiability of Generated Text},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {223--235},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.22},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.22},
timestamp = {Tue, 20 Aug 2024 07:54:42 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MassarelliPPORP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WuPJRZ20,
author = {Ledell Wu and
Fabio Petroni and
Martin Josifoski and
Sebastian Riedel and
Luke Zettlemoyer},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Scalable Zero-shot Entity Linking with Dense Entity Retrieval},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {6397--6407},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.519},
doi = {10.18653/V1/2020.EMNLP-MAIN.519},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WuPJRZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/FanPPWSVBR20,
author = {Angela Fan and
Aleksandra Piktus and
Fabio Petroni and
Guillaume Wenzek and
Marzieh Saeidi and
Andreas Vlachos and
Antoine Bordes and
Sebastian Riedel},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Generating Fact Checking Briefs},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {7147--7161},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.580},
doi = {10.18653/V1/2020.EMNLP-MAIN.580},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/FanPPWSVBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LewisPPPKGKLYR020,
author = {Patrick Lewis and
Ethan Perez and
Aleksandra Piktus and
Fabio Petroni and
Vladimir Karpukhin and
Naman Goyal and
Heinrich K{\"{u}}ttler and
Mike Lewis and
Wen{-}tau Yih and
Tim Rockt{\"{a}}schel and
Sebastian Riedel and
Douwe Kiela},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Retrieval-Augmented Generation for Knowledge-Intensive {NLP} Tasks},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/6b493230205f780e1bc26945df7481e5-Abstract.html},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LewisPPPKGKLYR020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MinBACC0GHLPRRK20,
author = {Sewon Min and
Jordan L. Boyd{-}Graber and
Chris Alberti and
Danqi Chen and
Eunsol Choi and
Michael Collins and
Kelvin Guu and
Hannaneh Hajishirzi and
Kenton Lee and
Jennimaria Palomaki and
Colin Raffel and
Adam Roberts and
Tom Kwiatkowski and
Patrick Lewis and
Yuxiang Wu and
Heinrich K{\"{u}}ttler and
Linqing Liu and
Pasquale Minervini and
Pontus Stenetorp and
Sebastian Riedel and
Sohee Yang and
Minjoon Seo and
Gautier Izacard and
Fabio Petroni and
Lucas Hosseini and
Nicola De Cao and
Edouard Grave and
Ikuya Yamada and
Sonse Shimaoka and
Masatoshi Suzuki and
Shumpei Miyawaki and
Shun Sato and
Ryo Takahashi and
Jun Suzuki and
Martin Fajcik and
Martin Docekal and
Karel Ondrej and
Pavel Smrz and
Hao Cheng and
Yelong Shen and
Xiaodong Liu and
Pengcheng He and
Weizhu Chen and
Jianfeng Gao and
Barlas Oguz and
Xilun Chen and
Vladimir Karpukhin and
Stan Peshterliev and
Dmytro Okhonko and
Michael Sejr Schlichtkrull and
Sonal Gupta and
Yashar Mehdad and
Wen{-}tau Yih},
editor = {Hugo Jair Escalante and
Katja Hofmann},
title = {NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons
Learned},
booktitle = {NeurIPS 2020 Competition and Demonstration Track, 6-12 December 2020,
Virtual Event / Vancouver, BC, Canada},
series = {Proceedings of Machine Learning Research},
volume = {133},
pages = {86--111},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v133/min21a.html},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MinBACC0GHLPRRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/rep4nlp/2020,
editor = {Spandana Gella and
Johannes Welbl and
Marek Rei and
Fabio Petroni and
Patrick Lewis and
Emma Strubell and
Min Joon Seo and
Hannaneh Hajishirzi},
title = {Proceedings of the 5th Workshop on Representation Learning for NLP,
RepL4NLP@ACL 2020, Online, July 9, 2020},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://aclanthology.org/volumes/2020.repl4nlp-1/},
isbn = {978-1-952148-15-6},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rep4nlp/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04611,
author = {Fabio Petroni and
Patrick Lewis and
Aleksandra Piktus and
Tim Rockt{\"{a}}schel and
Yuxiang Wu and
Alexander H. Miller and
Sebastian Riedel},
title = {How Context Affects Language Models' Factual Predictions},
journal = {CoRR},
volume = {abs/2005.04611},
year = {2020},
url = {https://arxiv.org/abs/2005.04611},
eprinttype = {arXiv},
eprint = {2005.04611},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-11401,
author = {Patrick Lewis and
Ethan Perez and
Aleksandra Piktus and
Fabio Petroni and
Vladimir Karpukhin and
Naman Goyal and
Heinrich K{\"{u}}ttler and
Mike Lewis and
Wen{-}tau Yih and
Tim Rockt{\"{a}}schel and
Sebastian Riedel and
Douwe Kiela},
title = {Retrieval-Augmented Generation for Knowledge-Intensive {NLP} Tasks},
journal = {CoRR},
volume = {abs/2005.11401},
year = {2020},
url = {https://arxiv.org/abs/2005.11401},
eprinttype = {arXiv},
eprint = {2005.11401},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-11401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-00937,
author = {Federico Errica and
Ludovic Denoyer and
Bora Edizel and
Fabio Petroni and
Vassilis Plachouras and
Fabrizio Silvestri and
Sebastian Riedel},
title = {Concept Matching for Low-Resource Classification},
journal = {CoRR},
volume = {abs/2006.00937},
year = {2020},
url = {https://arxiv.org/abs/2006.00937},
eprinttype = {arXiv},
eprint = {2006.00937},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-00937.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-02252,
author = {Fabio Petroni and
Aleksandra Piktus and
Angela Fan and
Patrick Lewis and
Majid Yazdani and
Nicola De Cao and
James Thorne and
Yacine Jernite and
Vassilis Plachouras and
Tim Rockt{\"{a}}schel and
Sebastian Riedel},
title = {{KILT:} a Benchmark for Knowledge Intensive Language Tasks},
journal = {CoRR},
volume = {abs/2009.02252},
year = {2020},
url = {https://arxiv.org/abs/2009.02252},
eprinttype = {arXiv},
eprint = {2009.02252},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-02252.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00904,
author = {Nicola De Cao and
Gautier Izacard and
Sebastian Riedel and
Fabio Petroni},
title = {Autoregressive Entity Retrieval},
journal = {CoRR},
volume = {abs/2010.00904},
year = {2020},
url = {https://arxiv.org/abs/2010.00904},
eprinttype = {arXiv},
eprint = {2010.00904},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00904.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05448,
author = {Angela Fan and
Aleksandra Piktus and
Fabio Petroni and
Guillaume Wenzek and
Marzieh Saeidi and
Andreas Vlachos and
Antoine Bordes and
Sebastian Riedel},
title = {Generating Fact Checking Briefs},
journal = {CoRR},
volume = {abs/2011.05448},
year = {2020},
url = {https://arxiv.org/abs/2011.05448},
eprinttype = {arXiv},
eprint = {2011.05448},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-05448.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15156,
author = {Gautier Izacard and
Fabio Petroni and
Lucas Hosseini and
Nicola De Cao and
Sebastian Riedel and
Edouard Grave},
title = {A Memory Efficient Baseline for Open Domain Question Answering},
journal = {CoRR},
volume = {abs/2012.15156},
year = {2020},
url = {https://arxiv.org/abs/2012.15156},
eprinttype = {arXiv},
eprint = {2012.15156},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bis/NugentPSL19,
author = {Timothy Nugent and
Fabio Petroni and
Benedict Whittam Smith and
Jochen L. Leidner},
editor = {Witold Abramowicz and
Rafael Corchuelo},
title = {An On-Chain Method for Automatic Entitlement Management Using Blockchain
Smart Contracts},
booktitle = {Business Information Systems Workshops - {BIS} 2019 International
Workshops, Seville, Spain, June 26-28, 2019, Revised Papers},
series = {Lecture Notes in Business Information Processing},
volume = {373},
pages = {255--266},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-36691-9\_22},
doi = {10.1007/978-3-030-36691-9\_22},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bis/NugentPSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dimva/MassarelliLPBQ19,
author = {Luca Massarelli and
Giuseppe Antonio Di Luna and
Fabio Petroni and
Roberto Baldoni and
Leonardo Querzoni},
editor = {Roberto Perdisci and
Cl{\'{e}}mentine Maurice and
Giorgio Giacinto and
Magnus Almgren},
title = {{SAFE:} Self-Attentive Function Embeddings for Binary Similarity},
booktitle = {Detection of Intrusions and Malware, and Vulnerability Assessment
- 16th International Conference, {DIMVA} 2019, Gothenburg, Sweden,
June 19-20, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11543},
pages = {309--329},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-22038-9\_15},
doi = {10.1007/978-3-030-22038-9\_15},
timestamp = {Sun, 04 Aug 2024 19:42:33 +0200},
biburl = {https://dblp.org/rec/conf/dimva/MassarelliLPBQ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PetroniRRLBWM19,
author = {Fabio Petroni and
Tim Rockt{\"{a}}schel and
Sebastian Riedel and
Patrick Lewis and
Anton Bakhtin and
Yuxiang Wu and
Alexander H. Miller},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Language Models as Knowledge Bases?},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {2463--2473},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1250},
doi = {10.18653/V1/D19-1250},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/PetroniRRLBWM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01066,
author = {Fabio Petroni and
Tim Rockt{\"{a}}schel and
Patrick Lewis and
Anton Bakhtin and
Yuxiang Wu and
Alexander H. Miller and
Sebastian Riedel},
title = {Language Models as Knowledge Bases?},
journal = {CoRR},
volume = {abs/1909.01066},
year = {2019},
url = {http://arxiv.org/abs/1909.01066},
eprinttype = {arXiv},
eprint = {1909.01066},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-03587,
author = {Luca Massarelli and
Fabio Petroni and
Aleksandra Piktus and
Myle Ott and
Tim Rockt{\"{a}}schel and
Vassilis Plachouras and
Fabrizio Silvestri and
Sebastian Riedel},
title = {How Decoding Strategies Affect the Verifiability of Generated Text},
journal = {CoRR},
volume = {abs/1911.03587},
year = {2019},
url = {http://arxiv.org/abs/1911.03587},
eprinttype = {arXiv},
eprint = {1911.03587},
timestamp = {Sun, 01 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-03587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-03814,
author = {Ledell Wu and
Fabio Petroni and
Martin Josifoski and
Sebastian Riedel and
Luke Zettlemoyer},
title = {Zero-shot Entity Linking with Dense Entity Retrieval},
journal = {CoRR},
volume = {abs/1911.03814},
year = {2019},
url = {http://arxiv.org/abs/1911.03814},
eprinttype = {arXiv},
eprint = {1911.03814},
timestamp = {Sun, 01 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-03814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Anagnostopoulos18,
author = {Aris Anagnostopoulos and
Fabio Petroni and
Mara Sorella},
title = {Targeted interest-driven advertising in cities using Twitter},
journal = {Data Min. Knowl. Discov.},
volume = {32},
number = {3},
pages = {737--763},
year = {2018},
url = {https://doi.org/10.1007/s10618-017-0529-7},
doi = {10.1007/S10618-017-0529-7},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/Anagnostopoulos18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PetroniRNNPSL18,
author = {Fabio Petroni and
Natraj Raman and
Timothy Nugent and
Armineh Nourbakhsh and
Zarko Panic and
Sameena Shah and
Jochen L. Leidner},
editor = {Yike Guo and
Faisal Farooq},
title = {An Extensible Event Extraction System With Cross-Media Event Resolution},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {626--635},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219827},
doi = {10.1145/3219819.3219827},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PetroniRNNPSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/PlachourasPNL18,
author = {Vassilis Plachouras and
Fabio Petroni and
Timothy Nugent and
Jochen L. Leidner},
editor = {Marilyn A. Walker and
Heng Ji and
Amanda Stent},
title = {A Comparison of Two Paraphrase Models for Taxonomy Augmentation},
booktitle = {Proceedings of the 2018 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
NAACL-HLT, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 2 (Short
Papers)},
pages = {315--320},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/n18-2051},
doi = {10.18653/V1/N18-2051},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/PlachourasPNL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/PetroniPNL18,
author = {Fabio Petroni and
Vassilis Plachouras and
Timothy Nugent and
Jochen L. Leidner},
editor = {Marilyn A. Walker and
Heng Ji and
Amanda Stent},
title = {attr2vec: Jointly Learning Word and Contextual Attribute Embeddings
with Factorization Machines},
booktitle = {Proceedings of the 2018 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume
1 (Long Papers)},
pages = {453--462},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/n18-1042},
doi = {10.18653/V1/N18-1042},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/PetroniPNL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-09683,
author = {Roberto Baldoni and
Giuseppe Antonio Di Luna and
Luca Massarelli and
Fabio Petroni and
Leonardo Querzoni},
title = {Unsupervised Features Extraction for Binary Similarity Using Graph
Embedding Neural Networks},
journal = {CoRR},
volume = {abs/1810.09683},
year = {2018},
url = {http://arxiv.org/abs/1810.09683},
eprinttype = {arXiv},
eprint = {1810.09683},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-09683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-05296,
author = {Luca Massarelli and
Giuseppe Antonio Di Luna and
Fabio Petroni and
Leonardo Querzoni and
Roberto Baldoni},
title = {{SAFE:} Self-Attentive Function Embeddings for Binary Similarity},
journal = {CoRR},
volume = {abs/1811.05296},
year = {2018},
url = {http://arxiv.org/abs/1811.05296},
eprinttype = {arXiv},
eprint = {1811.05296},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-05296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/PetroniQBP17,
author = {Fabio Petroni and
Leonardo Querzoni and
Roberto Beraldi and
Mario Paolucci},
title = {Exploiting user feedback for online filtering in event-based systems},
journal = {Future Gener. Comput. Syst.},
volume = {71},
pages = {202--211},
year = {2017},
url = {https://doi.org/10.1016/j.future.2016.10.017},
doi = {10.1016/J.FUTURE.2016.10.017},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/PetroniQBP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/NugentPRCL17,
author = {Timothy Nugent and
Fabio Petroni and
Natraj Raman and
Lucas Carstens and
Jochen L. Leidner},
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {A comparison of classification models for natural disaster and critical
event detection from news},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {3750--3759},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8258374},
doi = {10.1109/BIGDATA.2017.8258374},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/NugentPRCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/PetroniQBP16,
author = {Fabio Petroni and
Leonardo Querzoni and
Roberto Beraldi and
Mario Paolucci},
title = {{LCBM:} a fast and lightweight collaborative filtering algorithm for
binary ratings},
journal = {J. Syst. Softw.},
volume = {117},
pages = {583--594},
year = {2016},
url = {https://doi.org/10.1016/j.jss.2016.04.062},
doi = {10.1016/J.JSS.2016.04.062},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jss/PetroniQBP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/Anagnostopoulos16,
author = {Aris Anagnostopoulos and
Fabio Petroni and
Mara Sorella},
title = {Targeted Interest-Driven Advertising in Cities Using Twitter},
booktitle = {Proceedings of the Tenth International Conference on Web and Social
Media, Cologne, Germany, May 17-20, 2016},
pages = {527--530},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13000},
timestamp = {Fri, 05 Feb 2021 11:07:46 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/Anagnostopoulos16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/PetroniQBP16,
author = {Fabio Petroni and
Leonardo Querzoni and
Roberto Beraldi and
Mario Paolucci},
editor = {Sascha Ossowski},
title = {Exploiting user feedback for online filtering in event-based systems},
booktitle = {Proceedings of the 31st Annual {ACM} Symposium on Applied Computing,
Pisa, Italy, April 4-8, 2016},
pages = {2021--2026},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2851613.2851763},
doi = {10.1145/2851613.2851763},
timestamp = {Sun, 19 Jan 2025 13:12:54 +0100},
biburl = {https://dblp.org/rec/conf/sac/PetroniQBP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/PetroniQDKI15,
author = {Fabio Petroni and
Leonardo Querzoni and
Khuzaima Daudjee and
Shahin Kamali and
Giorgio Iacoboni},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {{HDRF:} Stream-Based Partitioning for Power-Law Graphs},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {243--252},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806424},
doi = {10.1145/2806416.2806424},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/PetroniQDKI15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PetroniCG15,
author = {Fabio Petroni and
Luciano Del Corro and
Rainer Gemulla},
editor = {Llu{\'{\i}}s M{\`{a}}rquez and
Chris Callison{-}Burch and
Jian Su and
Daniele Pighin and
Yuval Marton},
title = {{CORE:} Context-Aware Open Relation Extraction with Factorization
Machines},
booktitle = {Proceedings of the 2015 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2015, Lisbon, Portugal, September 17-21,
2015},
pages = {1763--1773},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.18653/v1/d15-1204},
doi = {10.18653/V1/D15-1204},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/PetroniCG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BessiPVZASCQ15,
author = {Alessandro Bessi and
Fabio Petroni and
Michela Del Vicario and
Fabiana Zollo and
Aris Anagnostopoulos and
Antonio Scala and
Guido Caldarelli and
Walter Quattrociocchi},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Viral Misinformation: The Role of Homophily and Polarization},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {355--356},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2745939},
doi = {10.1145/2740908.2745939},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/BessiPVZASCQ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BessiZVSCPGQ15,
author = {Alessandro Bessi and
Fabiana Zollo and
Michela Del Vicario and
Antonio Scala and
Guido Caldarelli and
Fabio Petroni and
Bruno Gon{\c{c}}alves and
Walter Quattrociocchi},
title = {Everyday the Same Picture: Popularity and Content Diversity},
journal = {CoRR},
volume = {abs/1501.07201},
year = {2015},
url = {http://arxiv.org/abs/1501.07201},
eprinttype = {arXiv},
eprint = {1501.07201},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BessiZVSCPGQ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VicarioBZPSCSQ15,
author = {Michela Del Vicario and
Alessandro Bessi and
Fabiana Zollo and
Fabio Petroni and
Antonio Scala and
Guido Caldarelli and
Harry Eugene Stanley and
Walter Quattrociocchi},
title = {Echo chambers in the age of misinformation},
journal = {CoRR},
volume = {abs/1509.00189},
year = {2015},
url = {http://arxiv.org/abs/1509.00189},
eprinttype = {arXiv},
eprint = {1509.00189},
timestamp = {Wed, 26 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VicarioBZPSCSQ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bis/PetroniQBP14,
author = {Fabio Petroni and
Leonardo Querzoni and
Roberto Beraldi and
Mario Paolucci},
editor = {Witold Abramowicz and
Angelika I. Kokkinaki},
title = {{LCBM:} Statistics-Based Parallel Collaborative Filtering},
booktitle = {Business Information Systems - 17th International Conference, {BIS}
2014, Larnaca, Cyprus, May 22-23, 2014. Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {176},
pages = {172--184},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06695-0\_15},
doi = {10.1007/978-3-319-06695-0\_15},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bis/PetroniQBP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/PetroniQ14,
author = {Fabio Petroni and
Leonardo Querzoni},
editor = {Alfred Kobsa and
Michelle X. Zhou and
Martin Ester and
Yehuda Koren},
title = {{GASGD:} stochastic gradient descent for distributed asynchronous
matrix completion via graph partitioning},
booktitle = {Eighth {ACM} Conference on Recommender Systems, RecSys '14, Foster
City, Silicon Valley, CA, {USA} - October 06 - 10, 2014},
pages = {241--248},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2645710.2645725},
doi = {10.1145/2645710.2645725},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/PetroniQ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AnagnostopoulosBCVPSZQ14,
author = {Aris Anagnostopoulos and
Alessandro Bessi and
Guido Caldarelli and
Michela Del Vicario and
Fabio Petroni and
Antonio Scala and
Fabiana Zollo and
Walter Quattrociocchi},
title = {Viral Misinformation: The Role of Homophily and Polarization},
journal = {CoRR},
volume = {abs/1411.2893},
year = {2014},
url = {http://arxiv.org/abs/1411.2893},
eprinttype = {arXiv},
eprint = {1411.2893},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AnagnostopoulosBCVPSZQ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/safecomp/PetroniQ12,
author = {Fabio Petroni and
Leonardo Querzoni},
editor = {Frank Ortmeier and
Peter Daniel},
title = {{HSIENA:} {A} Hybrid Publish/Subscribe System},
booktitle = {Computer Safety, Reliability, and Security - {SAFECOMP} 2012 Workshops:
Sassur, ASCoMS, DESEC4LCCI, ERCIM/EWICS, IWDE, Magdeburg, Germany,
September 25-28, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7613},
pages = {282--293},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33675-1\_25},
doi = {10.1007/978-3-642-33675-1\_25},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/safecomp/PetroniQ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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