Fabian M. Suchanek

Affiliations:
  • Télécom Paris, Paris, France


According to our database1, Fabian M. Suchanek authored at least 128 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Online presence:

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Bibliography

2024
Reconfidencing LLMs from the Grouping Loss Perspective.
CoRR, 2024

Learning High-Quality and General-Purpose Phrase Representations.
CoRR, 2024

2023
MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification.
CoRR, 2023

Integrating the Wikidata Taxonomy into YAGO.
CoRR, 2023

BELLA: Black box model Explanations by Local Linear Approximations.
CoRR, 2023

Completeness, Recall, and Negation in Open-World Knowledge Bases: A Survey.
CoRR, 2023

Knowledge Bases and Language Models: Complementing Forces.
Proceedings of the Rules and Reasoning - 7th International Joint Conference, 2023

The Locality and Symmetry of Positional Encodings.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

GLADIS: A General and Large Acronym Disambiguation Benchmark.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022
An Experimental Study of State-of-the-Art Entity Alignment Approaches.
IEEE Trans. Knowl. Data Eng., 2022

Imputing Out-of-Vocabulary Embeddings with LOVE Makes Language Models Robust with Little Cost.
CoRR, 2022


Using a Knowledge Base to Automatically Annotate Speech Corpora and to Identify Sociolinguistic Variation.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

LogiTorch: A PyTorch-based library for logical reasoning on natural language.
Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

TINA: Textual Inference with Negation Augmentation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Combining Embeddings and Rules for Fact Prediction (Invited Paper).
Proceedings of the International Research School in Artificial Intelligence in Bergen, 2022

Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
On the Limits of Machine Knowledge: Completeness, Recall and Negation in Web-scale Knowledge Bases.
Proc. VLDB Endow., 2021

Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases.
Found. Trends Databases, 2021

Confident Interpretations of Black Box Classifiers.
Proceedings of the International Joint Conference on Neural Networks, 2021

Neural Knowledge Base Repairs.
Proceedings of the Semantic Web - 18th International Conference, 2021

Non-named Entities - The Silent Majority.
Proceedings of the Semantic Web: ESWC 2021 Satellite Events, 2021

The Vagueness of Vagueness in Noun Phrases.
Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

Reasoning with Transformer-based Models: Deep Learning, but Shallow Reasoning.
Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

A Lightweight Neural Model for Biomedical Entity Linking.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
YAGO 4: A Reason-able Knowledge Base.
Proceedings of the Semantic Web - 17th International Conference, 2020

Equivalent Rewritings on Path Views with Binding Patterns.
Proceedings of the Semantic Web - 17th International Conference, 2020

Fast and Exact Rule Mining with AMIE 3.
Proceedings of the Semantic Web - 17th International Conference, 2020

Toward Visual Interactive Exploration of Heterogeneous Graphs.
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

The Need to Move beyond Triples.
Proceedings of Text2Story, 2020

Query Rewriting on Path Views Without Integrity Constraints.
Proceedings of the From Data to Models and Back - 9th International Symposium, 2020

Computing and Illustrating Query Rewritings on Path Views with Binding Patterns.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Extracting Complex Information from Natural Language Text: A Survey.
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020

2019
Knowledge Harvesting: Achievements and Challenges.
Proceedings of the Computing and Software Science - State of the Art and Perspectives, 2019

Learning How to Correct a Knowledge Base from the Edit History.
Proceedings of the World Wide Web Conference, 2019

Anytime Large-Scale Analytics of Linked Open Data.
Proceedings of the Semantic Web - ISWC 2019, 2019

Knowledge Representation and Rule Mining in Entity-Centric Knowledge Bases.
Proceedings of the Reasoning Web. Explainable Artificial Intelligence, 2019

Représentativité des bases de connaissances avec la loi de Benford généralisée.
Proceedings of the IC 2019: 30es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 30th French Knowledge Engineering Conference), 2019

Querying the Edit History of Wikidata.
Proceedings of the Semantic Web: ESWC 2019 Satellite Events, 2019

2018
A Knowledge Base for Personal Information Management.
Proceedings of the Workshop on Linked Data on the Web co-located with The Web Conference 2018, 2018

Are All People Married?: Determining Obligatory Attributes in Knowledge Bases.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Representativeness of Knowledge Bases with the Generalized Benford's Law.
Proceedings of the Semantic Web - ISWC 2018, 2018

Bash Datalog: Answering Datalog Queries with Unix Shell Commands.
Proceedings of the Semantic Web - ISWC 2018, 2018

Adding Missing Words to Regular Expressions.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Text to Brain: Predicting the Spatial Distribution of Neuroimaging Observations from Text Reports.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Demoing Platypus - A Multilingual Question Answering Platform for Wikidata.
Proceedings of the Semantic Web: ESWC 2018 Satellite Events, 2018

2017
Predicting Completeness in Knowledge Bases.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

VICKEY: Mining Conditional Keys on Knowledge Bases.
Proceedings of the Semantic Web - ISWC 2017, 2017

Repairing Regular Expressions by Adding Missing Words.
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

Using YAGO for the Humanities.
Proceedings of the Second Workshop on Humanities in the Semantic Web (WHiSe II) co-located with 16th International Semantic Web Conference (ISWC 2017), 2017

2016
Ten Years of Knowledge Harvesting: Lessons and Challenges.
IEEE Data Eng. Bull., 2016

Can You Imagine... A Language for Combinatorial Creativity?
Proceedings of the Semantic Web - ISWC 2016, 2016

What if Machines Could be Creative?
Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

YAGO: A Multilingual Knowledge Base from Wikipedia, Wordnet, and Geonames.
Proceedings of the Semantic Web - ISWC 2016, 2016

Open Digital Forms.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2016

Thymeflow, A Personal Knowledge Base with Spatio-temporal Data.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

But What Do We Actually Know?
Proceedings of the 5th Workshop on Automated Knowledge Base Construction, 2016

2015
Editorial.
J. Web Semant., 2015

Fast rule mining in ontological knowledge bases with AMIE+.
VLDB J., 2015

Harvesting Entities from the Web Using Unique Identifiers - IBEX.
CoRR, 2015

A Hitchhiker's Guide to Ontology.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

DIVINA: Discovering Vulnerabilities of Internet Accounts.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Knowledge Bases for Web Content Analytics.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

IBEX: Harvesting Entities from the Web Using Unique Identifiers.
Proceedings of the 18th International Workshop on Web and Databases, 2015

The elephant in the room: getting value from Big Data.
Proceedings of the 18th International Workshop on Web and Databases, 2015

YAGO3: A Knowledge Base from Multilingual Wikipedias.
Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

2014
New Research Directions in Knowledge Discovery and Allied Spheres.
SIGKDD Explor., 2014

Knowledge Bases in the Age of Big Data Analytics.
Proc. VLDB Endow., 2014

Semantic Culturomics (vision paper).
Proc. VLDB Endow., 2014

WebChild: harvesting and organizing commonsense knowledge from the web.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Canonicalizing Open Knowledge Bases.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Recent Topics of Research around the YAGO Knowledge Base.
Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

2013
Discovering semantic relations from the web and organizing them with PATTY.
SIGMOD Rec., 2013

Databases, information retrieval and knowledge management: exploring paths and crossing bridges.
SIGMOD Rec., 2013

YAGO2: A spatially and temporally enhanced knowledge base from Wikipedia.
Artif. Intell., 2013

AMIE: association rule mining under incomplete evidence in ontological knowledge bases.
Proceedings of the 22nd International World Wide Web Conference, 2013

Inside YAGO2s: a transparent information extraction architecture.
Proceedings of the 22nd International World Wide Web Conference, 2013

Knowledge harvesting in the big-data era.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

YAGO2: A Spatially and Temporally Enhanced Knowledge Base from Wikipedia: Extended Abstract.
Proceedings of the IJCAI 2013, 2013

Knowledge harvesting from text and Web sources.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

SUSIE: Search using services and information extraction.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

AKBC 2013: third workshop on automated knowledge base construction.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

PIKM 2013: the 6th ACM workshop for ph.d. students in information and knowledge management.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Mining history with Le Monde.
Proceedings of the 2013 workshop on Automated knowledge base construction, 2013

Mining rules to align knowledge bases.
Proceedings of the 2013 workshop on Automated knowledge base construction, 2013

YAGO2s: Modular High-Quality Information Extraction with an Application to Flight Planning.
Proceedings of the Datenbanksysteme für Business, 2013

2012
Discovering interesting information with advances in web technology.
SIGKDD Explor., 2012

Discovering and Exploring Relations on the Web.
Proc. VLDB Endow., 2012

Big Data Methods for Computational Linguistics.
IEEE Data Eng. Bull., 2012

Adding fake facts to ontologies.
Proceedings of the 21st World Wide Web Conference, 2012

Query-Time Reasoning in Uncertain RDF Knowledge Bases with Soft and Hard Rules.
Proceedings of the Second International Workshop on Searching and Integrating New Web Data Sources, 2012

Dealing with the Deep Web and all its Quirks.
Proceedings of the Second International Workshop on Searching and Integrating New Web Data Sources, 2012

Provenance for Web 2.0 Data.
Proceedings of the Secure Data Management - 9th VLDB Workshop, 2012

PATTY: A Taxonomy of Relational Patterns with Semantic Types.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

PIKM 2012: 5th ACM workshop for PhD students in information and knowledge management.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
PARIS: Probabilistic Alignment of Relations, Instances, and Schema.
Proc. VLDB Endow., 2011

Ontology Alignment at the Instance and Schema Level
CoRR, 2011

The Hidden Web, XML and Semantic Web: A Scientific Data Management Perspective
CoRR, 2011

YAGO2: exploring and querying world knowledge in time, space, context, and many languages.
Proceedings of the 20th International Conference on World Wide Web, 2011

Watermarking for Ontologies.
Proceedings of the Semantic Web - ISWC 2011, 2011

The hidden web, XML and the Semantic Web: scientific data management perspectives.
Proceedings of the EDBT 2011, 2011

PIKM 2011: the 4th ACM workshop for Ph.D. students in information and knowledge management.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Emerging multidisciplinary research across database management systems.
SIGMOD Rec., 2010

Active knowledge: dynamically enriching RDF knowledge bases by web services.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Towards an Ontological Representation of Services in Search Computing.
Proceedings of the Search Computing, 2010

2009
Automated construction and growth of large ontology.
PhD thesis, 2009

ANGIE: Active Knowledge for Interactive Exploration.
Proc. VLDB Endow., 2009

Database and information-retrieval methods for knowledge discovery.
Commun. ACM, 2009

SOFIE: a self-organizing framework for information extraction.
Proceedings of the 18th International Conference on World Wide Web, 2009

Graffiti: node labeling in heterogeneous networks.
Proceedings of the 18th International Conference on World Wide Web, 2009

STAR: Steiner-Tree Approximation in Relationship Graphs.
Proceedings of the 25th International Conference on Data Engineering, 2009

Knowledge Discovery over the Deep Web, Semantic Web and XML.
Proceedings of the Database Systems for Advanced Applications, 2009

2008
YAGO: A Large Ontology from Wikipedia and WordNet.
J. Web Semant., 2008

The YAGO-NAGA approach to knowledge discovery.
SIGMOD Rec., 2008

TOB: Timely Ontologies for Business Relations.
Proceedings of the 11th International Workshop on the Web and Databases, 2008

NAGA: harvesting, searching and ranking knowledge.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Integrating YAGO into the Suggested Upper Merged Ontology.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Semantic Full-Text Search with ESTER: Scalable, Easy, Fast.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

NAGA: Searching and Ranking Knowledge.
Proceedings of the 24th International Conference on Data Engineering, 2008

Social tags: meaning and suggestions.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
Yago: a core of semantic knowledge.
Proceedings of the 16th International Conference on World Wide Web, 2007

How NAGA uncoils: searching with entities and relations.
Proceedings of the 16th International Conference on World Wide Web, 2007

ESTER: efficient search on text, entities, and relations.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

YAWN: A Semantically Annotated Wikipedia XML Corpus.
Proceedings of the Datenbanksysteme in Business, 2007

2006
Automated Reasoning Support for First-Order Ontologies.
Proceedings of the Principles and Practice of Semantic Web Reasoning, 2006

Combining linguistic and statistical analysis to extract relations from web documents.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

LEILA: Learning to Extract Information by Linguistic Analysis.
Proceedings of the 2nd Workshop on Ontology Learning and Population: Bridging the Gap between Text and Knowledge@COLING/ACL 2006, 2006


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