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Sebastian Krause
I am a researcher and Ph.D. candidate at the Language Technology Lab at DFKI Berlin. Prior to that, I studied Computer Science at the Humboldt University Berlin from 2006 to 2012.
Research Topics
- Natural Language Processing
- Information Extraction, Relation Extraction, Text Analysis, Text Mining
Publications
See also:
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2017
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Redundancy Localization for the Conversationalization of Unstructured Responses.Edited: 2017-07-06Sebastian Krause, Mikhail Kozhevnikov, Eric Malmi, Daniele Pighin.Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), 2017, to appear.Automatic Prediction of Discourse Connectives.arXiv:1702.00992.Generating Pattern-based Entailment Graphs for Relation Extraction.Joint Conference on Lexical and Computational Semantics (*SEM), 2017, to appear.
2016
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Event Linking with Sentential Features from Convolutional Neural Networks.Conference on Computational Natural Language Learning (CoNLL), 2016.
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Sar-graphs: A Language Resource Connecting Linguistic Knowledge with Semantic Relations from Knowledge Graphs.Journal of Web Semantics: Science, Services and Agents on the World Wide Web, Volumes 37–38, March 2016, Pages 112–131, Elsevier.
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Relation- and Phrase-level Linking of FrameNet with Sar-graphs.International Conference on Language Resources and Evaluation (LREC), 2016.
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TEG-REP: A corpus of Textual Entailment Graphs based on Relation Extraction Patterns.International Conference on Language Resources and Evaluation (LREC), 2016.
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SynsetRank: Degree-adjusted Random Walk for Relation Identification.arXiv:1609.00626.
2015
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Semi-automatic Generation of Multiple-Choice Tests from Mentions of Semantic Relations.Workshop on Natural Language Processing Techniques for Educational Applications at the Annual Meeting of the Association for Computational Linguistics (NLP-TEA @ ACL), 2015.
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Sar-graphs: A Linked Linguistic Knowledge Resource Connecting Facts with Language.Workshop on Linked Data in Linguistics: Resources and Applications, co-located with the Annual Meeting of the Association for Computational Linguistics (LDL @ ACL), 2015.
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A Web-based Collaborative Evaluation Tool for Automatically Learned Relation Extraction Patterns.Annual Meeting of the Association for Computational Linguistics (ACL), System Demonstrations, 2015.
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Idest: Learning a Distributed Representation for Event Patterns.Conference of the North American Chapter of the ACL – Human Language Technologies (NAACL HLT), 2015.
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Improvement of n-ary Relation Extraction by Adding Lexical Semantics to Distant-Supervision Rule Learning.International Conference on Agents and Artificial Intelligence (ICAART), 2015.
2014
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Language Resources and Annotation Tools for Cross-Sentence Relation Extraction.International Conference on Language Resources and Evaluation (LREC), 2014.
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Annotating Relation Mentions in Tabloid Press.International Conference on Language Resources and Evaluation (LREC), 2014.
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Parse reranking for domain-adaptative relation extraction.J. Log. Comput. 24(2): 413-431 (2014).
2010–2013
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Semantic Rule Filtering for Web-Scale Relation Extraction.International Semantic Web Conference (ISWC), 2013.
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Large-Scale Learning of Relation-Extraction Rules with Distant Supervision from the Web.International Semantic Web Conference (ISWC), 2012.
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Minimally Supervised Domain-Adaptive Parse Reranking for Relation Extraction.International Conference on Parsing Technologies (IWPT), 2011.
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Boosting Relation Extraction with Limited Closed-World Knowledge.International Conference on Computational Linguistics (COLING), Posters Volume, 2010.
Employment & Education
See also:
- six months in 2016: intern at
Google Research in Zürich
- five months in 2014: intern at Google Research in Zürich
- since December 2012: researcher/Ph.D. student at
Language Technology Lab
- current projects: Berlin Big Data Center, All Sides
- past projects: Deependance, Intellektix, META-NET
- six months in 2012: software developer at
(most of the time being based in Berlin)
- two months in 2012: software engineer at
- 2009 – 2011: student assistant at Language Technology Lab
- 2006 – 2012: student of computer science at
Humboldt University Berlin (final degree: Diplom)
Other
- reviewer: *SEM 2017, IJCAI 2017 (assistant), EACL 2017, COLING 2016, AKBC 2016, LREC 2016, Information Systems, EACL 2014 SRW, RANLPStud 2013
- 2013: co-organizer ACL 2013 SRW
- 2013: my research team at DFKI (led by Hans Uszkoreit) received a
Focused Research Award for the project "Language Understanding cum Knowledge Yield" [reference] - 2013: received a grant/stipend from the
Software Campus initiative - 2012: my research team at DFKI (led by Hans Uszkoreit) received a Faculty Research Award for the project "Web-scale Domain Adaptive Relation Extraction" [reference]
Contact
: DFKI Projektbüro Berlin, Alt-Moabit 91c, 10559 Berlin, Germany
: +49 30 23895 1844
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