
Principal Scientist
Amazon Alexa AI
Principal Investigator ScaDS.AI, TU Dresden
Member of Institute for Applied Informatics, Dresden / Leipzig
Profiles: LinkedIn, Google Scholar, DBLP, Web-ID
Office
Amazon Office: Großenhainer Str. 5a, 01097 Dresden
InfAI: Schnorrstraße 70, 01069 Dresden
Short CV
Jens Lehmann (http://www.jens-lehmann.org) works full time as a principal scientist at Amazon Alexa AI. He also leads the „Smart Data Analytics“ research group with his affiliated senior researchers at InfAI and TU Dresden as well as his PhD students. Previously, he was a lead scientist for Conversational AI and Knowledge Graphs at Fraunhofer IAIS and a full professor (W3) at the University of Bonn. His research interests involve Semantic Web, machine learning, question answering & dialogue systems, distributed computing and knowledge representation. Please see his website for more details.
Research Interests
- Machine Learning
- Semantic Web & Knowledge Graphs
- Conversational AI
Publications
2013
User Interface for a Template Based Question Answering System Proceedings Article
In: Knowledge Engineering and the Semantic Web - 4th International Conference, KESW 2013, St. Petersburg, Russia, October 7-9, 2013. Proceedings, pp. 258–264, Springer, 2013.
TripleCheckMate: A Tool for Crowdsourcing the Quality Assessment of Linked Data Proceedings Article
In: Knowledge Engineering and the Semantic Web - 4th International Conference, KESW 2013, St. Petersburg, Russia, October 7-9, 2013. Proceedings, pp. 265–272, Springer, 2013.
Can We Create Better Links by Playing Games? Proceedings Article
In: 2013 IEEE Seventh International Conference on Semantic Computing, Irvine, CA, USA, September 16-18, 2013, pp. 322–329, IEEE Computer Society, 2013.
Towards Transfer Learning of Link Specifications Proceedings Article
In: 2013 IEEE Seventh International Conference on Semantic Computing, Irvine, CA, USA, September 16-18, 2013, pp. 202–205, IEEE Computer Society, 2013.
Keyword Query Expansion on Linked Data Using Linguistic and Semantic Features Proceedings Article
In: 2013 IEEE Seventh International Conference on Semantic Computing, Irvine, CA, USA, September 16-18, 2013, pp. 191–197, IEEE Computer Society, 2013.
Crowdsourcing Linked Data Quality Assessment Proceedings Article
In: The Semantic Web - ISWC 2013 - 12th International Semantic Web Conference, Sydney, NSW, Australia, October 21-25, 2013, Proceedings, Part II, pp. 260–276, Springer, 2013.
Pattern Based Knowledge Base Enrichment Proceedings Article
In: The Semantic Web - ISWC 2013 - 12th International Semantic Web Conference, Sydney, NSW, Australia, October 21-25, 2013, Proceedings, Part I, pp. 33–48, Springer, 2013.
Integrating NLP Using Linked Data Proceedings Article
In: The Semantic Web - ISWC 2013 - 12th International Semantic Web Conference, Sydney, NSW, Australia, October 21-25, 2013, Proceedings, Part II, pp. 98–113, Springer, 2013.
Sorry, i don't speak SPARQL: translating SPARQL queries into natural language Proceedings Article
In: 22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013, pp. 977–988, International World Wide Web Conferences Steering Committee / ACM, 2013.
SPARQL2NL: verbalizing sparql queries Proceedings Article
In: 22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013, Companion Volume, pp. 329–332, International World Wide Web Conferences Steering Committee / ACM, 2013.
GeoKnow: Leveraging Geospatial Data in the Web of Data Proceedings Article
In: Open Data on the Web Workshop, 2013.
GeoKnow: Geo-Anwendungen im Daten-Web Journal Article
In: gis.Business, no. 5, pp. 48–51, 2013.
Extraktion, Mapping und Verlinkung von Daten im Web - Phasen im Lebenszyklus von Linked Data Journal Article
In: Datenbank-Spektrum, vol. 13, no. 2, pp. 77–87, 2013.
Publishing and interlinking the Global Health Observatory dataset - Towards increasing transparency in Global Health Journal Article
In: Semantic Web, vol. 4, no. 3, pp. 315–322, 2013.
2012
EAGER: Extending Automatically Gazetteers for Entity Recognition Proceedings Article
In: Proceedings of the 3rd Workshop on the People's Web Meets NLP: Collaboratively Constructed Semantic Resources and their Applications to NLP@ACL 2012, Jeju, Republic of Korea, July 13, 2012, pp. 29–33, Association for Computational Linguistics, 2012.
Improving the Performance of the DL-Learner SPARQL Component for Semantic Web Applications Proceedings Article
In: Semantic Technology, Second Joint International Conference, JIST 2012, Nara, Japan, December 2-4, 2012. Proceedings, pp. 332–337, Springer, 2012.
Navigation-Induced Knowledge Engineering by Example Proceedings Article
In: Semantic Technology, Second Joint International Conference, JIST 2012, Nara, Japan, December 2-4, 2012. Proceedings, pp. 207–222, Springer, 2012.
LODStats - An Extensible Framework for High-Performance Dataset Analytics Proceedings Article
In: Knowledge Engineering and Knowledge Management - 18th International Conference, EKAW 2012, Galway City, Ireland, October 8-12, 2012. Proceedings, pp. 353–362, Springer, 2012.
Universal OWL Axiom Enrichment for Large Knowledge Bases Proceedings Article
In: Knowledge Engineering and Knowledge Management - 18th International Conference, EKAW 2012, Galway City, Ireland, October 8-12, 2012. Proceedings, pp. 57–71, Springer, 2012.
Linked-Data Aware URI Schemes for Referencing Text Fragments Proceedings Article
In: Knowledge Engineering and Knowledge Management - 18th International Conference, EKAW 2012, Galway City, Ireland, October 8-12, 2012. Proceedings, pp. 175–184, Springer, 2012.
NIF Combinator: Combining NLP Tool Output Proceedings Article
In: Knowledge Engineering and Knowledge Management - 18th International Conference, EKAW 2012, Galway City, Ireland, October 8-12, 2012. Proceedings, pp. 446–449, Springer, 2012.
Assessing Linked Data Mappings Using Network Measures Proceedings Article
In: The Semantic Web: Research and Applications - 9th Extended Semantic Web Conference, ESWC 2012, Heraklion, Crete, Greece, May 27-31, 2012. Proceedings, pp. 87–102, Springer, 2012.
Managing the Life-Cycle of Linked Data with the LOD2 Stack Proceedings Article
In: The Semantic Web - ISWC 2012 - 11th International Semantic Web Conference, Boston, MA, USA, November 11-15, 2012, Proceedings, Part II, pp. 1–16, Springer, 2012.
deqa: Deep Web Extraction for Question Answering Proceedings Article
In: The Semantic Web - ISWC 2012 - 11th International Semantic Web Conference, Boston, MA, USA, November 11-15, 2012, Proceedings, Part II, pp. 131–147, Springer, 2012.
DeFacto - Deep Fact Validation Proceedings Article
In: The Semantic Web - ISWC 2012 - 11th International Semantic Web Conference, Boston, MA, USA, November 11-15, 2012, Proceedings, Part I, pp. 312–327, Springer, 2012.
Template-based question answering over RDF data Proceedings Article
In: Proceedings of the 21st World Wide Web Conference 2012, WWW 2012, Lyon, France, April 16-20, 2012, pp. 639–648, ACM, 2012.
DBpedia and the live extraction of structured data from Wikipedia Journal Article
In: Program, vol. 46, no. 2, pp. 157–181, 2012.
LinkedGeoData: A core for a web of spatial open data Journal Article
In: Semantic Web, vol. 3, no. 4, pp. 333–354, 2012.
RAVEN -- Towards Zero-Configuration Link Discovery Technical Report
2012.
The German DBpedia: A Sense Repository for Linking Entities Book Section
In: Linked Data in Linguistics - Representing and Connecting Language Data and Language Metadata, pp. 181–190, Springer, 2012.
Usage-Centric Benchmarking of RDF Triple Stores Proceedings Article
In: Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada, AAAI Press, 2012.
2011
Learning of OWL Class Expressions on Very Large Knowledge Bases and its Applications Book Section
In: Semantic Services, Interoperability and Web Applications - Emerging Concepts, pp. 104–130, CRC Press, 2011.
AutoSPARQL: Let Users Query Your Knowledge Base Proceedings Article
In: The Semantic Web: Research and Applications - 8th Extended Semantic Web Conference, ESWC 2011, Heraklion, Crete, Greece, May 29-June 2, 2011, Proceedings, Part I, pp. 63–79, Springer, 2011.
Towards integrating fuzzy logic capabilities into an ontology-based Inductive Logic Programming framework Proceedings Article
In: 11th International Conference on Intelligent Systems Design and Applications, ISDA 2011, Córdoba, Spain, November 22-24, 2011, pp. 1323–1328, IEEE, 2011.
DBpedia SPARQL Benchmark - Performance Assessment with Real Queries on Real Data Proceedings Article
In: The Semantic Web - ISWC 2011 - 10th International Semantic Web Conference, Bonn, Germany, October 23-27, 2011, Proceedings, Part I, pp. 454–469, Springer, 2011.
RAVEN - active learning of link specifications Proceedings Article
In: Proceedings of the 6th International Workshop on Ontology Matching, Bonn, Germany, October 24, 2011, CEUR-WS.org, 2011.
ReDD-Observatory: Using the Web of Data for Evaluating the Research-Disease Disparity Proceedings Article
In: Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2011, Campus Scientifique de la Doua, Lyon, France, August 22-27, 2011, pp. 178–185, IEEE Computer Society, 2011.
Class expression learning for ontology engineering Journal Article
In: J. Web Semant., vol. 9, no. 1, pp. 71–81, 2011.
Linked Data Quality Assessment through Network Analysis Proceedings Article
In: ISWC 2011 Posters and Demos, 2011.
2010
Update Strategies for DBpedia Live Proceedings Article
In: Proceedings of the Sixth Workshop on Scripting and Development for the Semantic Web, Crete, Greece, May 31, 2010, CEUR-WS.org, 2010.
I18n of Semantic Web Applications Proceedings Article
In: The Semantic Web - ISWC 2010 - 9th International Semantic Web Conference, ISWC 2010, Shanghai, China, November 7-11, 2010, Revised Selected Papers, Part II, pp. 1–16, Springer, 2010.
HANNE - A Holistic Application for Navigational Knowledge Engineering Proceedings Article
In: Proceedings of the ISWC 2010 Posters & Demonstrations Track: Collected Abstracts, Shanghai, China, November 9, 2010, CEUR-WS.org, 2010.
ORE - A Tool for Repairing and Enriching Knowledge Bases Proceedings Article
In: The Semantic Web - ISWC 2010 - 9th International Semantic Web Conference, ISWC 2010, Shanghai, China, November 7-11, 2010, Revised Selected Papers, Part II, pp. 177–193, Springer, 2010.
Extracting reduced logic programs from artificial neural networks Journal Article
In: Appl. Intell., vol. 32, no. 3, pp. 249–266, 2010.
Concept learning in description logics using refinement operators Journal Article
In: Mach. Learn., vol. 78, no. 1-2, pp. 203–250, 2010.
Creating knowledge out of interlinked data Journal Article
In: Semantic Web, vol. 1, no. 1-2, pp. 97–104, 2010.
Learning OWL Class Expressions Book
IOS Press, 2010, ISBN: 978-1-60750-528-0.
2009
DBpedia - A Linked Data Hub and Data Source for Web Applications and Enterprises Proceedings Article
In: Proceedings of Developers Track of 18th International World Wide Web Conference (WWW 2009), April 20th-24th, Madrid, Spain, 2009.
DBpedia Live Extraction Proceedings Article
In: On the Move to Meaningful Internet Systems: OTM 2009, Confederated International Conferences, CoopIS, DOA, IS, and ODBASE 2009, Vilamoura, Portugal, November 1-6, 2009, Proceedings, Part II, pp. 1209–1223, Springer, 2009.
RelFinder: Revealing Relationships in RDF Knowledge Bases Proceedings Article
In: Semantic Multimedia, 4th International Conference on Semantic and Digital Media Technologies, SAMT 2009, Graz, Austria, December 2-4, 2009, Proceedings, pp. 182–187, Springer, 2009.