The NoRDF Project
Modeling and extracting complex information from natural language text
“Combining Embeddings and Rules for Fact Prediction”
Armand Boschin, Nitisha Jain, Gurami Keretchashvili, Fabian M. Suchanek
Invited paper at Summer School on Artificial Intelligence in Bergen (AIB, 2022)
“Imputing Out-of-Vocabulary Embedding with LOVE Makes Language Models Robust with Little Cost”
Lihu Chen, Gaël Varoquaux, Fabian M. Suchanek
Conference of the Association for Computational Linguistics (ACL, 2022)
“A Hitchhiker’s Guide to Ontology”
Fabian M. Suchanek
Design of Experimental Search and Information Retrieval Systems (DESIRES, 2021)
“The Vagueness of Vagueness in Noun Phrases”
Pierre-Henri Paris, Syrine El Aoud, Fabian M. Suchanek
Automated Knowledge Base Construction (AKBC, 2021)
“Reasoning with Transformer-based Models: Deep Learning, but Shallow Reasoning”
Chadi Helwe, Chloé Clavel, Fabian M. Suchanek
Automated Knowledge Base Construction (AKBC, 2021)
“Non-named entities – the silent majority”
Pierre-Henri Paris, Fabian M. Suchanek
Extended Semantic Web Conference (ESWC, 2021)
“Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases”
Gerhard Weikum, Luna Dong, Simon Razniewski, Fabian M. Suchanek
Foundations and Trends in Databases 2021
“Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases” (pdf)
Gerhard Weikum, Luna Dong, Simon Razniewski, Fabian M. Suchanek:
Journal article in the Foundations and Trends in Databases (submitted) , 2020
“Extracting Complex Information from Natural Language Text: A Survey” (pdf)
Mechket Emna Mahouachi, Fabian M. Suchanek:
Workshop paper at the Semantic and knowledge graph advances for journalism (Semantic Journalism, CIKM , 2020)
See also: Project page
See also: NoRDF project
“The Need to Move Beyond Triples” (pdf)
Fabian M. Suchanek:
Workshop paper at the International Workshop on Narrative Extraction from Texts (Text2Story, ECIR 2020)
See also: Slides
See also: Recorded talk
“Fast and Exact Rule Mining with AMIE 3” (pdf)
Jonathan Lajus, Luis Galárraga, Fabian M. Suchanek:
Full paper at the Extended Semantic Web Conference (ESWC, 2020)
“YAGO 4: A Reason-able Knowledge Base” (pdf)
Thomas Pellissier Tanon, Gerhard Weikum, Fabian M. Suchanek:
Short paper at the Extended Semantic Web Conference (ESWC, 2020)
“Knowledge Harvesting: Achievements and Challenges” (pdf)
Gerhard Weikum, Johannes Hoffart, Fabian M. Suchanek:
Book chapter in Springer: Computing and Software Science (LNCS, 2019)
“Knowledge Representation and Rule Mining in Entity-Centric Knowledge Bases” (pdf)
Fabian M. Suchanek, Jonathan Lajus, Armand Boschin, Gerhard Weikum:
Invited paper at the Reasoning Web Summer School (RW, 2019)
“Anytime Large-Scale Analytics of Linked Open Data” (pdf)
Arnaud Soulet, Fabian M. Suchanek:
Full paper at the International Semantic Web Conference (ISWC, 2019)
“Querying the Edit History of Wikidata” (pdf)
Thomas Pellissier Tanon, Fabian M. Suchanek:
Demo at the Extended Semantic Web Conference (ESWC, 2019)
“Learning How to Correct a Knowledge Base from the Edit History” (pdf)
Thomas Pellissier Tanon, Camille Bourgaux, Fabian M. Suchanek:
Full paper at the The Web Conference (WWW, 2019)
“Text to brain: predicting the spatial distribution of neuroimaging observations from text reports” (pdf)
Jérôme Dockès, Demian Wassermann, Russell Poldrack, Fabian M. Suchanek, Bertrand Thirion, Gaël Varoquaux:
Full paper at the International Conference On Medical Image Computing and Computer Assisted Intervention
(MICCAI, 2018)
“Bash Datalog: Answering Datalog Queries with Unix Shell Commands” (pdf) (slides)
Thomas Rebele, Thomas Pellissier Tanon, Fabian M. Suchanek:
Full paper at the International Semantic Web Conference (ISWC, 2018)
See also: Project Web page
See also: technical report
“Representativeness of Knowledge Bases with the Generalized Benford’s Law” (pdf)
Arnaud Soulet, Arnaud Giacometti, Béatrice Markhoff, Fabian M. Suchanek:
Full paper at the International Semantic Web Conference (ISWC, 2018)
Best Paper Nominee
See also: Project Web page
“Demoing Platypus – A Multilingual Question Answering Platform for Wikidata” (pdf)
Thomas Pellissier Tanon, Marcos Dias de Assunção, Eddy Caron, Fabian M. Suchanek:
Demo at the Extended Semantic Web Conference (ESWC, 2018)
“A Knowledge Base for Personal Information Management” (pdf)
David Montoya, Thomas Pellissier Tanon, Serge Abiteboul, Fabian M. Suchanek:
Workshop paper at the Linked Data on the Web workshop (LDOW, WWW , 2018)
“Adding Missing Words to Regular Expressions” (pdf)
Thomas Rebele, Katerina Tzompanaki, Fabian M. Suchanek:
Full paper at the Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD, 2018)
See also: Project Web page
“Are All People Married? Determining Obligatory Attributes in Knowledge Bases” (pdf)
Jonathan Lajus, Fabian M. Suchanek:
Full paper at the Web Conference (WWW, 2018)
See also: Project Web page
“Using YAGO for the Humanities” (pdf)
Thomas Rebele, Arash Nekoei, Fabian M. Suchanek:
Workshop paper at the Workshop on Humanities in the Semantic Web (WHISE)