The NoRDF Project
Modeling and extracting complex information from natural language text
2022
LogiTorch: A Pytorch-based library for logical reasoning on natural language
Chadi Helwe, Chloé Clavel, Fabian M. Suchanek
Demo paper at the Conference on Empirical Methods in Natural Language Processing
(EMNLP, 2022)
See also: Project page
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation (HANNA)
Cyril Chhun, Pierre Colombo, Fabian M. Suchanek, Chloé Clavel
Computational Linguistics (COLING, 2022)
See also: Project page
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)
2021
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)
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
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)
2019