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75

Fabian Suchanek


Please see here for all further information: https://suchanek.name


Journal articles10 documents

  • Jérôme Dockès, Russell Poldrack, Romain Primet, Hande Gözükan, Tal Yarkoni, et al.. NeuroQuery, comprehensive meta-analysis of human brain mapping. eLife, eLife Sciences Publication, 2020. ⟨hal-02485642v2⟩
  • Xiang Zhao, Weixin Zeng, Jiuyang Tang, Wei Wang​, Fabian Suchanek. An Experimental Study of State-of-the-Art Entity Alignment Approaches. IEEE Transactions on Knowledge and Data Engineering, Institute of Electrical and Electronics Engineers, 2020, ⟨10.1109/TKDE.2020.3018741⟩. ⟨hal-03108522⟩
  • Gerhard Weikum, Johannes Hoffart, Fabian Suchanek. Ten Years of Knowledge Harvesting: Lessons and Challenges. Bulletin of the Technical Committee on Data Engineering, IEEE Computer Society, 2016. ⟨hal-01699054⟩
  • Luis Galárraga, Christina Teflioudi, Katja Hose, Fabian Suchanek. Fast Rule Mining in Ontological Knowledge Bases with AMIE+. The VLDB Journal, Springer, 2015. ⟨hal-01699866⟩
  • Serge Abiteboul, Fabien Gandon, Fabian M. Suchanek. A la recherche des connaissances du Web.... 1024 : Bulletin de la Société Informatique de France, Société Informatique de France, 2014, pp.20. ⟨hal-01254247⟩
  • Gerhard Weikum, Johannes Hoffart, Ndapa Nakashole, Marc Spaniol, Fabian M. Suchanek, et al.. Big Data Methods for Computational Linguistics. Bulletin of the Technical Committee on Data Engineering, IEEE Computer Society, 2012, pp.10. ⟨hal-01122699⟩
  • Richi Nayak, Pierre Senellart, Fabian M. Suchanek, Aparna Varde. Discovering Interesting Information with Advances in Web Technology. SIGKDD Explorations, 2012, 14 (2), pp.63-81. ⟨hal-02286724⟩
  • Fabian M. Suchanek, Mauro Sozio, Martin Theobald, Ndapandula Nakashole. Query-Time Reasoning in Uncertain RDF Knowledge Bases with Soft and Hard Rules. VLDS (Very large data search), 2012. ⟨hal-02286613⟩
  • Fabian M. Suchanek, Serge Abiteboul, Pierre Senellart. PARIS: Probabilistic Alignment of Relations, Instances, and Schema. Proceedings of the VLDB Endowment (PVLDB), VLDB Endowment, 2011, 5 (3), pp.157-168. ⟨hal-00745191⟩
  • Anisoara Nica, Fabian Suchanek, Aparna Varde. Emerging multidisciplinary research across database management systems. SIGMOD record, ACM, 2010, 39 (3), pp.33-36. ⟨10.1145/1942776.1942786⟩. ⟨inria-00591785⟩

Conference papers48 documents

  • Lihu Chen, Gaël Varoquaux, Fabian Suchanek. Imputing out-of-vocabulary embeddings with LOVE makes language models robust with little cost. ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, May 2022, Dublin, Ireland. ⟨hal-03613101⟩
  • Chadi Helwe, Chloé Clavel, Fabian Suchanek. Reasoning with Transformer-based Models: Deep Learning, but Shallow Reasoning. International Conference on Automated Knowledge Base Construction (AKBC), 2021, online, United States. ⟨hal-03344668⟩
  • Thomas Pellissier Tanon, Fabian M. Suchanek. Neural Knowledge Base Repairs. European Semantic Web Conference, Jun 2021, Hersonissos (virtual), Greece. pp.287-303, ⟨10.1007/978-3-030-77385-4_17⟩. ⟨hal-03325101⟩
  • Lihu Chen, Gaël Varoquaux, Fabian Suchanek. A lightweight neural model for biomedical entity linking. AAAI 2021 - The Thirty-Fifth Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, Feb 2021, Palo Alto (virtual), United States. pp.12657-12665. ⟨hal-03086044v2⟩
  • Pierre-Henri Paris, Syrine El Aoud, Fabian Suchanek. The Vagueness of Vagueness in Noun Phrases. International Conference on Automated Knowledge Base Construction (AKBC), 2021, online, United States. ⟨hal-03344675⟩
  • Thomas Pellissier Tanon, Gerhard Weikum, Fabian Suchanek. YAGO 4: A Reason-able Knowledge Base. European Semantic Web Conference, May 2020, virtual, Greece. pp.583--596, ⟨10.1007/978-3-030-49461-2_34⟩. ⟨hal-03108570⟩
  • Irène Burger, Ioana Manolescu, Emmanuel Pietriga, Fabian M Suchanek. Toward Visual Interactive Exploration of Heterogeneous Graphs. SEAdata 2020 - Workshop on Searching, Exploring and Analyzing Heterogeneous Data in conjunction with EDBT/ICDT, Mar 2020, Copenhagen, Denmark. ⟨hal-02468778⟩
  • Julien Romero, Nicoleta Preda, Antoine Amarilli, Fabian Suchanek. Computing and Illustrating Query Rewritings on Path Views with Binding Patterns. International conference on information and knowledge management (CIKM), 2020, virtual, France. ⟨10.1145/3340531.3417431⟩. ⟨hal-03108517⟩
  • Jonathan Lajus, Luis Galárraga, Fabian Suchanek. Fast and Exact Rule Mining with AMIE 3. ESWC 2020 - 17th International Semantic Web Conference, May 2020, Virtual Event, Greece. pp.36-52, ⟨10.1007/978-3-030-49461-2_3⟩. ⟨hal-03084606⟩
  • Arnaud Soulet, Arnaud Giacometti, Béatrice Markhoff, Fabian Suchanek. Représentativité des bases de connaissances avec la loi de Benford généralisée. 30es Journées Francophones d'Ingénierie des Connaissances, IC 2019, AFIA, Jul 2019, Toulouse, France. pp.80. ⟨hal-02556877⟩
  • Arnaud Soulet, Fabian Suchanek. Anytime Large-Scale Analytics of Linked Open Data. ISWC, 2019, Auckland, New Zealand. ⟨hal-02302747⟩
  • Thomas Pellissier Tanon, Camille Bourgaux, Fabian M. Suchanek. Learning How to Correct a Knowledge Base from the Edit History. World Wide Web Conference, May 2019, San Francisco, United States. ⟨10.1145/3308558.3313584⟩. ⟨hal-02066041⟩
  • Thomas Pellissier Tanon, Fabian M. Suchanek. Querying the Edit History of Wikidata. Extended Semantic Web Conference, Jun 2019, Portorož, Slovenia. pp.161-166, ⟨10.1007/978-3-030-32327-1_32⟩. ⟨hal-02096356⟩
  • Arnaud Soulet, Arnaud Giacometti, Béatrice Bouchou Markhoff, Fabian M. Suchanek. Representativeness of Knowledge Bases with the Generalized Benford’s Law. ISWC, Oct 2018, Monterey, CA, United States. ⟨hal-01824490⟩
  • David Montoya, Thomas Pellissier Tanon, Serge Abiteboul, Pierre Senellart, Fabian M. Suchanek. A Knowledge Base for Personal Information Management. LDOW2018 - Linked Open Data Workshop at the World Wide Web Conference, Apr 2018, Lyon, France. ⟨hal-01719312⟩
  • Thomas Pellissier Tanon, Marcos Dias de Assuncao, Eddy Caron, Fabian M. Suchanek. Demoing Platypus – A Multilingual Question Answering Platform for Wikidata. ESWC 2018 - Extended Semantic Web Conference, Jun 2018, Heracklion, Greece. pp.1-5, ⟨10.1007/978-3-319-98192-5_21⟩. ⟨hal-01824972⟩
  • Jérôme Dockès, Demian Wassermann, Russell Poldrack, Fabian M. Suchanek, Bertrand Thirion, et al.. Text to brain: predicting the spatial distribution of neuroimaging observations from text reports. MICCAI 2018 - 21st International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2018, Granada, Spain. pp.1-18. ⟨hal-01807295v3⟩
  • Jonathan Lajus, Fabian M. Suchanek. Are All People Married? Determining Obligatory Attributes in Knowledge Bases. WWW, Apr 2018, Lyon, France. ⟨hal-01699857⟩
  • Thomas Rebele, Thomas Pellissier Tanon, Fabian M. Suchanek. Bash Datalog: Answering Datalog Queries with Unix Shell Commands. ISWC, Oct 2018, Monterey, CA, United States. ⟨10.1007/978-3-030-00671-6_33⟩. ⟨hal-01824467⟩
  • Thomas Rebele, Aikaterini Tzompanaki, Fabian M. Suchanek. Adding Missing Words to Regular Expressions. Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2018, Melbourne, Australia. ⟨hal-01706162⟩
  • Danai Symeonidou, Luis Galárraga, Nathalie Pernelle, Fatiha Saïs, Fabian Suchanek. VICKEY: Mining Conditional Keys on Knowledge Bases. 16. International Semantic Web Conference (ISWC2017), Oct 2017, Vienne, Austria. ⟨10.1007/978-3-319-68288-4_39⟩. ⟨hal-02735115⟩
  • Luis Galárraga, Simon Razniewski, Antoine Amarilli, Fabian M. Suchanek. Predicting Completeness in Knowledge Bases. WSDM, 2017, Unknown, Unknown Region. ⟨hal-01472488⟩
  • Thomas Rebele, Arash Nekoei, Fabian M. Suchanek. Using YAGO for the Humanities. Workshop on Humanities in the Semantic Web - WHiSe II, Oct 2017, Vienna, Austria. ⟨hal-01589462⟩
  • Danai Symeonidou, Luis Galárraga, Nathalie Pernelle, Fatiha Saïs, Fabian Suchanek. VICKEY: Mining Conditional Keys on Knowledge Bases. International Semantic Web Conference (ISWC), Oct 2017, Vienne, Austria. pp.661-677. ⟨hal-01647597⟩
  • Thomas Rebele, Fabian Suchanek, Johannes Hoffart, Joanna Biega, Erdal Kuzey, et al.. YAGO: a Multilingual Knowledge Base from Wikipedia, Wordnet, and Geonames. The 15th International Semantic Web Conferenece, Oct 2016, Kobe, Japan. ⟨hal-01369125⟩
  • Fabian M Suchanek, Colette M Menard, Meghyn Bienvenu, Cyril Chapellier. What if machines could be creative?. ISWC: International Semantic Web Conference, Oct 2016, Kobe, Japan. ⟨lirmm-01400409⟩
  • Fabian M Suchanek, Colette M Menard, Meghyn Bienvenu, Cyril M Chapellier. Can You Imagine... A Language for Combinatorial Creativity?. ISWC: International Semantic Web Conference, Oct 2016, Kobe, Japan. pp.532-548, ⟨10.1007/978-3-319-46523-4_32⟩. ⟨lirmm-01400325⟩
  • Simon Razniewski, Fabian M. Suchanek, Werner Nutt. But What Do We Actually Know?. 5th Workshop on Automated Knowledge Base Construction (AKBC 2016) at the 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Jun 2016, San Diego, CA, United States. ⟨hal-01699864⟩
  • David Montoya, Thomas Pellissier Tanon, Serge Abiteboul, Fabian M. Suchanek. Thymeflow, A Personal Knowledge Base with Spatio-Temporal Data. 25th ACM International Conference on Information and Knowledge Management, Oct 2016, Indianapolis, IN, United States. ⟨10.1145/2983323.2983337⟩. ⟨hal-01355150v2⟩
  • Aliaksandr Talaika, Joanna Biega, Antoine Amarilli, Fabian M. Suchanek. IBEX: Harvesting Entities from the Web Using Unique Identifiers. WebDB, May 2015, Melbourne, Australia. ⟨hal-01190629⟩
  • Ziad Ismail, Danai Symeonidou, Fabian M. Suchanek. DIVINA: Discovering Vulnerabilities of Internet Accounts. 24th International Conference on World Wide Web Conference, May 2015, Florence, Italy. 1 562 p., ⟨10.1145/2740908.2742836⟩. ⟨hal-01699871⟩
  • Serge Abiteboul, Luna Dong, Oren Etzioni, Divesh Srivastava, Gerhard Weikum, et al.. The elephant in the room: getting value from Big Data. Workshop on Web and Databases (WebDB), May 2015, Melbourne, France. ⟨10.1145/2767109.2770014⟩. ⟨hal-01699868⟩
  • Ziad Ismail, Danai Symeonidou, Fabian Suchanek. DIVINA: Discovering Vulnerabilities of Internet Accounts.. 24th International World Wide Web Conference (WWW), May 2015, Florence, Italy. pp.203-206, ⟨10.1145/2740908.2742836⟩. ⟨hal-02965398⟩
  • Antoine Amarilli, Luis Galárraga, Nicoleta Preda, Fabian M. Suchanek. Recent Topics of Research around the YAGO Knowledge Base. Asia-Pacific Web Conference (APWEB), Sep 2014, Changsha, China. pp.1-12. ⟨hal-01190642⟩
  • Luis Galárraga, Fabian M. Suchanek. Towards a Numerical Rule Mining Language. AKBC workshop, Dec 2014, Montreal, Canada. ⟨hal-01699877⟩
  • Fabian M. Suchanek, Nicoleta Preda. Semantic Culturomics (vision paper). 40th International Conference on Very Large Data Bases, Sep 2014, Hangzhou, China. pp.1215-1218. ⟨hal-01699886⟩
  • Niket Tandon, Gerard de Melo, Fabian M. Suchanek, Gerhard Weikum. WebChild: Harvesting and Organizing Commonsense Knowledge from the Web. WSDM, Feb 2014, New York, United States. ⟨10.1145/2556195.2556245⟩. ⟨hal-01699891⟩
  • Luis Galárraga, Geremy Heitz, Kevin Murphy, Fabian M. Suchanek. Canonicalizing Open Knowledge Bases. CIKM, Nov 2014, Shanghai, France. ⟨10.1145/2661829.2662073⟩. ⟨hal-01699884⟩
  • Farzaneh Mahdisoltani, Joanna Biega, Fabian M. Suchanek. YAGO3: A Knowledge Base from Multilingual Wikipedias. CIDR, Jan 2013, Asilomar, United States. ⟨hal-01699874⟩
  • Meghyn Bienvenu, Daniel Deutch, Fabian Suchanek. Provenance for Web 2.0 Data. 9th VLDB Workshop on Secure Data Management, Sep 2012, Turkey. ⟨hal-00789146⟩
  • Meghyn Bienvenu, Daniel Deutch, Davide Martinenghi, Pierre Senellart, Fabian M. Suchanek. Dealing with the Deep Web and all its Quirks. VLDS (Very Large Data Search), Aug 2012, Istanbul, Turkey. pp.21-24. ⟨hal-00745179⟩
  • Fabian Suchanek, Martin Theobald, Gerhard Weikum, Hady Lauw, Ralf Schenkel. Semantic Knowledge Bases from Web Sources. IJCAI, SIG, 2011, Barcelona, Spain. pp.0. ⟨inria-00539623⟩
  • Fabian M. Suchanek, Serge Abiteboul, Pierre Senellart. Ontology Matching at the Instance and Schema Level. BDA (Bases de données avancées), Oct 2011, Rabat, Morocco. pp.20. ⟨hal-00745193⟩
  • Fabian Suchanek, Aparna Varde, Richi Nayak, Pierre Senellart. The Hidden Web, XML and Semantic Web: A Scientific Data Management Perspective. EDBT - Tutorial, 2011, Uppsala, Sweden. ⟨inria-00591776⟩
  • Johannes Hoffart, Fabian Suchanek, Klaus Berberich, Edwin Lewis-Kelham, Gerard de Melo, et al.. YAGO2: Exploring and Querying World Knowledge in Time, Space, Context, and Many Languages. WWW - Demos, 2011, Hyderabad, India. ⟨inria-00591780⟩
  • Nicoleta Preda, Gjergji Kasneci, Fabian Suchanek, Thomas Neumann, Wenjun Yuan, et al.. Active Knowledge: Dynamically Enriching RDF Knowledge Bases by Web Services. SIGMOD, SIG, 2010, Indianapolis, United States. pp.0. ⟨inria-00544356⟩
  • Hady Lauw, Ralf Schenkel, Fabian Suchanek, Martin Theobald, Gerhard Weikum. Harvesting Knowledge from Web Data and Text. CIKM, SIG, 2010, Toronto, Canada. ⟨inria-00534905⟩
  • Fabian Suchanek, Gjergji M Kasneci, Gerhard M Weikum. Yago: A Core of Semantic Knowledge Unifying WordNet and Wikipedia. 16th international conference on World Wide Web, May 2007, Banff, Canada. pp.697 - 697, ⟨10.1145/1242572.1242667⟩. ⟨hal-01472497⟩

Poster communications3 documents

  • Fabian Suchanek. A Hitchhiker's Guide to Ontology. DESIRES 2021, 2021, Padova, Italy. ⟨hal-03349828⟩
  • Thomas Rebele, Katerina Tzompanaki, Fabian M. Suchanek. Visualizing the addition of missing words to regular expressions. International Semantic Web Conference, Oct 2017, Vienna, Austria. ⟨hal-01589431⟩
  • Jérôme Dockès, Olivier Grisel, Joan Massich, Fabian Suchanek, Bertrand Thirion, et al.. Relating Brain Structures To Open-Ended Descriptions Of Cognition. CCN 2017 - Conference on Cognitive Computational Neuroscience, Sep 2017, New York, United States. 10 (2), pp.59 - 63, 2017, ⟨10.1016/j.tics.2005.12.004⟩. ⟨hal-01699045⟩

Book sections6 documents

  • Gerhard Weikum, Johannes Hoffart, Fabian Suchanek. Knowledge Harvesting: Achievements and Challenges. Computing and Software Science State of the Art and Perspectives, 2019, Computing and Software Science (LNCS), ⟨10.1007/978-3-319-91908-9_13⟩. ⟨hal-03157614⟩
  • Hiep Le, Thomas Rebele, Fabian Suchanek. Open Digital Forms. Research and Advanced Technology for Digital Libraries - 20th International Conference on Theory and Practice of Digital Libraries, TPDL 2016, Hannover, Germany, September 5-9, 2016, Proceedings, pp.454-458, 2016, ⟨10.1007/978-3-319-43997-6_43⟩. ⟨hal-01369077⟩
  • Fabian M. Suchanek. Keynote: A Hitchhiker's Guide to Ontology. Workshop on Knowledge Extraction from Text, ACM, 2015. ⟨hal-02287153⟩
  • Fabian M. Suchanek. Information Extraction for Ontology Learning. Perspectives on Ontology Learning, IOS Press, 2014. ⟨hal-02287015⟩
  • Fabian M. Suchanek. Information Extraction for Ontology Learning. Perspectives on Ontology Learning, 2014. ⟨hal-01699888⟩
  • Fabian Suchanek, Alessandro Bozzon, Emanuele Della Valle, Alessandro Campi, Stefania Ronchi. Towards an Ontological Representation of Services in Search Computing. Stefano Ceri and Marco Brambilla. New Trends in Search Computing, Springer, 2011. ⟨inria-00591790⟩

Other publications3 documents

  • Julien Romero, Nicoleta Preda, Fabian Suchanek. Query Rewriting On Path Views Without Integrity Constraints. 2020. ⟨hal-03108494⟩
  • Emna Mechket, Fabian Suchanek. Extracting Complex Information from Natural Language Text: A Survey. Workshop on Semantic and knowledge graph advances for journalism, 2020. ⟨hal-03102913⟩
  • Fabian Suchanek. The Need to Move beyond Triples. International Workshop on Narrative Extraction from Texts, 2020. ⟨hal-03102910⟩

Reports4 documents

  • Thomas Rebele, Katerina Tzompanaki, Fabian Suchanek. Technical Report: Adding Missing Words to Regular Expressions. [Technical Report] Telecom ParisTech. 2018. ⟨hal-01745987v2⟩
  • Thomas Pellissier Tanon, Marcos Dias de Assuncao, Eddy Caron, Fabian Suchanek. Platypus – A Multilingual Question Answering Platform for Wikidata. [Technical Report] LIP - ENS Lyon. 2018. ⟨hal-01730479⟩
  • David Montoya, Thomas Pellissier Tanon, Serge Abiteboul, Pierre Senellart, Fabian M Suchanek. Thymeflow, An Open-Source Personal Knowledge Base System. [Technical Report] Thymeflow. 2016. ⟨hal-01439311⟩
  • Fabian Suchanek, Serge Abiteboul, Pierre Senellart. Ontology Alignment at the Instance and Schema Level. [Technical Report] RT-0408, INRIA. 2011, pp.26. ⟨inria-00596210v3⟩

Lectures1 document

  • Fabian Suchanek, Jonathan Lajus, Armand Boschin, Gerhard Weikum. Knowledge Representation and Rule Mining in Entity-Centric Knowledge Bases. Doctoral. Italy. 2019. ⟨hal-02302740⟩