Fabian M. Suchanek

Most-cited papers

YAGO2: A Spatially and Temporally Enhanced Knowledge Base from Wikipedia: Extended Abstract
Johannes Hoffart, Fabian M. Suchanek, K. Berberich, G. Weikum
2013International Joint Conference on Artificial Intelligence1,331 citations Open access
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YAGO3: A Knowledge Base from Multilingual Wikipedias
F. Mahdisoltani, J. Biega, Fabian M. Suchanek
2015Conference on Innovative Data Systems Research1,052 citations
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AMIE: association rule mining under incomplete evidence in ontological knowledge bases
Luis Galárraga, C. Teflioudi, Katja Hose, Fabian M. Suchanek
2013The Web Conference800 citations
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Fast rule mining in ontological knowledge bases with AMIE+\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$+$$\end{docu
Luis Galárraga, C. Teflioudi, Katja Hose, Fabian M. Suchanek
2015The VLDB journal577 citations
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YAGO: A Multilingual Knowledge Base from Wikipedia, Wordnet, and Geonames
Thomas Rebele, Fabian M. Suchanek, Johannes Hoffart, J. Biega +2 more
2016International Workshop on the Semantic Web312 citations Open access
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YAGO 4: A Reason-able Knowledge Base
Thomas Pellissier Tanon, G. Weikum, Fabian M. Suchanek
2020Extended Semantic Web Conference243 citations Open access
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NeuroQuery, comprehensive meta-analysis of human brain mapping
Jérôme Dockès, R. Poldrack, Romain Primet, Hande Gözükan +4 more
2020eLife172 citations Open access
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WebChild: harvesting and organizing commonsense knowledge from the web
Niket Tandon, Gerard de Melo, Fabian M. Suchanek, G. Weikum
2014Web Search and Data Mining169 citations
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Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases
G. Weikum, Xin Dong, Simon Razniewski, Fabian M. Suchanek
2020Found. Trends Databases159 citations Open access
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An Experimental Study of State-of-the-Art Entity Alignment Approaches
Xiang Zhao, Weixin Zeng, Jiu-Yang Tang, Wei Wang +1 more
2020IEEE Transactions on Knowledge and Data Engineering145 citations Open access
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Canonicalizing Open Knowledge Bases
Luis Galárraga, Geremy Heitz, Kevin P. Murphy, Fabian M. Suchanek
2014International Conference on Information and Knowledge Management138 citations Open access
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Predicting Completeness in Knowledge Bases
Luis Galárraga, Simon Razniewski, Antoine Amarilli, Fabian M. Suchanek
2016Web Search and Data Mining120 citations Open access
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Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation
Cyril Chhun, Pierre Colombo, Fabian M. Suchanek, C. Clavel
2022International Conference on Computational Linguistics109 citations Open access
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Fast and Exact Rule Mining with AMIE 3
Jonathan Lajus, Luis Galárraga, Fabian M. Suchanek
2020Extended Semantic Web Conference108 citations Open access
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Knowledge harvesting in the big-data era
Fabian M. Suchanek, G. Weikum
2013ACM SIGMOD Conference77 citations
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YAGO 4.5: A Large and Clean Knowledge Base with a Rich Taxonomy
Fabian M. Suchanek, Mehwish Alam, T. Bonald, Li-Hu Chen +2 more
2023Annual International ACM SIGIR Conference on Research and Development in Information Retrieval74 citations Open access
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Reasoning with Transformer-based Models: Deep Learning, but Shallow Reasoning
Chadi Helwe, C. Clavel, Fabian M. Suchanek
2021Conference on Automated Knowledge Base Construction62 citations
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But What Do We Actually Know?
Simon Razniewski, Fabian M. Suchanek, W. Nutt
2016AKBC@NAACL-HLT54 citations Open access
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A Lightweight Neural Model for Biomedical Entity Linking
Lihu Chen, G. Varoquaux, Fabian M. Suchanek
2020AAAI Conference on Artificial Intelligence43 citations Open access
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Knowledge Bases in the Age of Big Data Analytics
Fabian M. Suchanek, G. Weikum
2014Proceedings of the VLDB Endowment42 citations Open access
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Mining rules to align knowledge bases
Luis Galárraga, N. Preda, Fabian M. Suchanek
2013Conference on Automated Knowledge Base Construction42 citations Open access
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Learning How to Correct a Knowledge Base from the Edit History
Thomas Pellissier Tanon, Camille Bourgaux, Fabian M. Suchanek
2019The Web Conference39 citations Open access
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Ten Years of Knowledge Harvesting: Lessons and Challenges
G. Weikum, Johannes Hoffart, Fabian M. Suchanek
2016IEEE Data Engineering Bulletin33 citations
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VICKEY: Mining Conditional Keys on Knowledge Bases
Danai Symeonidou, Luis Galárraga, Nathalie Pernelle, Fatiha Saïs +1 more
2017International Workshop on the Semantic Web31 citations Open access
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Demoing Platypus - A Multilingual Question Answering Platform for Wikidata
Thomas Pellissier Tanon, M. Assunção, E. Caron, Fabian M. Suchanek
2018Extended Semantic Web Conference29 citations Open access
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Are All People Married?: Determining Obligatory Attributes in Knowledge Bases
Jonathan Lajus, Fabian M. Suchanek
2018The Web Conference29 citations Open access
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Knowledge harvesting from text and Web sources
Fabian M. Suchanek, G. Weikum
2013IEEE International Conference on Data Engineering25 citations
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Representativeness of Knowledge Bases with the Generalized Benford's Law
Arnaud Soulet, A. Giacometti, B. Markhoff, Fabian M. Suchanek
2018International Workshop on the Semantic Web24 citations Open access
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Knowledge Representation and Rule Mining in Entity-Centric Knowledge Bases
Fabian M. Suchanek, Jonathan Lajus, Armand Boschin, G. Weikum
2019RW22 citations
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Discovering semantic relations from the web and organizing them with PATTY
Ndapandula Nakashole, G. Weikum, Fabian M. Suchanek
2013SGMD22 citations
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Querying the Edit History of Wikidata
Thomas Pellissier Tanon, Fabian M. Suchanek
2019Extended Semantic Web Conference21 citations Open access
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Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost
Lihu Chen, G. Varoquaux, Fabian M. Suchanek
2022Annual Meeting of the Association for Computational Linguistics20 citations Open access
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Knowledge Bases and Language Models: Complementing Forces
Fabian M. Suchanek, A. Lưu
2023RuleML+RR19 citations Open access
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Completeness, Recall, and Negation in Open-world Knowledge Bases: A Survey
Simon Razniewski, Hiba Arnaout, Shrestha Ghosh, Fabian M. Suchanek
2023ACM Computing Surveys18 citations Open access
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Anytime Large-Scale Analytics of Linked Open Data
Arnaud Soulet, Fabian M. Suchanek
2019International Workshop on the Semantic Web18 citations Open access
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IBEX: Harvesting Entities from the Web Using Unique Identifiers
Aliaksandr Talaika, J. Biega, Antoine Amarilli, Fabian M. Suchanek
2015International Workshop on the Web and Databases18 citations Open access
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Adding Missing Words to Regular Expressions
Thomas Rebele, Katerina Tzompanaki, Fabian M. Suchanek
2018Pacific-Asia Conference on Knowledge Discovery and Data Mining15 citations
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The Need to Move beyond Triples
Fabian M. Suchanek
2020Text2Story@ECIR14 citations
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Recent Topics of Research around the YAGO Knowledge Base
Antoine Amarilli, Luis Galárraga, N. Preda, Fabian M. Suchanek
2014Asia-Pacific Web Conference14 citations
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LogiTorch: A PyTorch-based library for logical reasoning on natural language
Chadi Helwe, C. Clavel, Fabian M. Suchanek
2022Conference on Empirical Methods in Natural Language Processing13 citations Open access
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The elephant in the room: getting value from Big Data
S. Abiteboul, Lu-Na Dong, Oren Etzioni, Divesh Srivastava +3 more
2015International Workshop on the Web and Databases13 citations Open access
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Semantic Culturomics (vision paper)
Fabian M. Suchanek, N. Preda
2014Proceedings of the VLDB Endowment12 citations
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Combining Embeddings and Rules for Fact Prediction (Invited Paper)
Armand Boschin, Nitisha Jain, Gurami Keretchashvili, Fabian M. Suchanek
2022International Research School in Artificial Intelligence in Bergen11 citations
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Knowledge Harvesting: Achievements and Challenges
G. Weikum, Johannes Hoffart, Fabian M. Suchanek
2019Computing and Software Science11 citations Open access
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Advances in Automated Knowledge Base Construction
Fabian M. Suchanek
201311 citations
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Neural Knowledge Base Repairs
Thomas Pellissier Tanon, Fabian M. Suchanek
2021Extended Semantic Web Conference10 citations Open access
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Non-named Entities - The Silent Majority
Pierre-Henri Paris, Fabian M. Suchanek
2021Extended Semantic Web Conference10 citations
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GLADIS: A General and Large Acronym Disambiguation Benchmark
Lihu Chen, G. Varoquaux, Fabian M. Suchanek
2023Conference of the European Chapter of the Association for Computational Linguistics9 citations
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Can You Imagine... A Language for Combinatorial Creativity?
Fabian M. Suchanek, Colette Menard, Meghyn Bienvenu, C. Chapellier
2016International Workshop on the Semantic Web9 citations Open access
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AKBC 2013: third workshop on automated knowledge base construction
Fabian M. Suchanek, Sebastian Riedel, Sameer Singh, P. Talukdar
2013International Conference on Information and Knowledge Management9 citations
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