Dr. Robert Remus E-Mail: robertDOT.remus@googlemailDOT.com Robert Remus ist nicht mehr Mitarbeiter der Abteilung ASV.

Forschungsschwerpunkte

Stimmungsanalyse, Korpuslinguistik & -parameter, Maschinelles Lernen

Aktivitäten

• Mitglied des GSCL Arbeitskreises Stimmungsanalyse (früher Interest Group on German Sentiment Analysis)
• Organisation des 1st Workshop on Practice and Theory of Opinion Mining and Sentiment Analysis (PATHOS-2012) im Rahmen der KONVENS 2012
• Organisation des 2nd Workshop on Practice and Theory of Opinion Mining and Sentiment Analysis (PATHOS-2013) im Rahmen der GSCL 2013
• Organisation des 3rd Workshop on Practice and Theory of Opinion Mining and Sentiment Analysis (PATHOS-2014) im Rahmen der KONVENS 2014
• Gutachter für Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery (WIREs-DMKD)
• Gutachter für IEEE Computational Intelligence Magazine special issue on Computational Intelligence for Natural Language Processing
• Gutachter für Konferenz zur Verarbeitung natürlicher Sprache 2014 (KONVENS-2014)
• Gutachter für The 1st International Workshop on Natural Language Processing for Informal Text (NLPIT-2015)
• Gutachter für The 2nd International Workshop on Natural Language Processing for Informal Text (NLPIT-2016)
• Gutachter für The 3rd International Workshop on Natural Language Processing for Informal Text (NLPIT-2017)
• Gutachter für EACL 2017 Student Research Workshop (EACL 2017 SRW)

Ressourcen

• MLSA – a Multi-layered Reference Corpus for German Sentiment Analysis
• SentiWS – a Publicly Available German-language Resource for Sentiment Analysis
• Vollständige Evaluationsergebnisse zum NODALIDA-2011 Artikel
• Vollständige Evaluationsergebnisse zum SENTIRE-2012 Artikel
• Zusätzliche Evaluationsergebnisse zum ESSEM-2013 Artikel

Auszeichnungen

• Best paper award: ESSEM, 2013, Turin, Italien
• 2ter der SemEval-2015 Task 2: Semantic Textual Similarity English, Denver, USA
• Gewinner der SemEval-2015 Task 2: Semantic Textual Similarity Spanish, Denver, USA

Veranstaltungen

• PATHOS-2013 - 2nd Workshop on Practice and Theory of Opinion Mining and Sentiment Analysis
• PATHOS-2012 - 1st Workshop on Practice and Theory of Opinion Mining and Sentiment Analysis

Veröffentlichungen

2015

• [HRP2015] Christian Hänig, Robert Remus und Xose de la Puente: ExB Themis: Extensive Feature Extraction from Word Alignments for Semantic Textual Similarity. In: Proceedings of the 9th International Workshop on Semantic Evaluations, Denver, USA, ACL, 2015
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• [HRDB2015] Hänig, C., Remus, R., Demchik, V. und Bordag, S.: ExB Medical Text Miner. In: Proceedings of the Fifth BioCreative Challenge Evaluation Workshop, Seville, Spain, 2015
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• [ThoBeu2015] Stefan Thomas, Christian Beutenmüller, Xose de la Puente, Robert Remus, und Stefan Bordag: ExB Text Summarizer. In: 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), Prague, Czech Republic, 2015
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2014

• [RemZie2014] Robert Remus und Dominique Ziegelmayer: Learning from Domain Complexity. In: Proceedings of the 9th International Conference on Language Resources and Evaluation (LREC), 2014
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2013

• [Rem2013b] Remus, Robert: Modeling and Representing Negation in Data-driven Machine Learning-based Sentiment Analysis. In: Proceedings of the 1st International Workshop on Emotion and Sentiment in Social and Expressive Media (ESSEM), 2013
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• [RemRill2013] Robert Remus und Sven Rill: Data-driven vs. Dictionary-based Approaches for Machine Learning-based Sentiment Analysis. In: Proceedings of the International Conference of the German Society for Computational Linguistics and Language Technology (GSCL), Springer, 2013
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• [Rem2013a] Robert Remus: ASVUniOfLeipzig: Sentiment Analysis in Twitter using Data-driven Machine Learning Techniques. In: 2nd Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval), 2013
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2012

• [SKRE2012] Antje Schlaf, Amit Kirschenbaum, Robert Remus und Thomas Efer: Labeling Queries for a People Search Engine. In: Proceedings of the 17th International Conference on Applications of Natural Language Processing to Information Systems (NLDB), Springer, 2012
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• [SchRem2012] Antje Schlaf und Robert Remus: Learning Categories and their Instances by Contextual Features. In: Proceedings of the 8th International Conference on Language Ressources and Evaluation (LREC), 2012
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• [BanRemSch2012] Mathias Bank, Robert Remus und Martin Schierle : Textual Characteristics for Language Engineering. In: Proceedings of the 8th International Conference on Language Ressources and Evaluation (LREC), 2012
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• [CleGinKlePetRemRupWalWie2012] Simon Clematide, Stefan Gindl, Manfred Klenner, Stefanos Petrakis, Robert Remus, Josef Ruppenhofer, Ulli Waltinger und Michael Wiegand: MLSA -- A Multi-layered Reference Corpus for German Sentiment Analysis. In: Proceedings of the 8th International Conference on Language Ressources and Evaluation (LREC), 2012
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• [RemBan2012] Robert Remus und Mathias Bank: Textual Characteristics of Different-sized Corpora. In: Proceedings of the 5th Workshop on Building and Using Comparable Corpora (BUCC), 2012
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• [Rem2012] Robert Remus: Domain Adaptation Using Domain Similarity- and Domain Complexity-based Instance Selection for Cross-domain Sentiment Analysis. In: Proceedings of the 2012 IEEE 12th International Conference on Data Mining Workshops (ICDMW 2012) Workshop on Sentiment Elicitation from Natural Text for Information Retrieval and Extraction (SENTIRE), 2012
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2011

• [Rem2011] Robert Remus: Improving Sentence-level Subjectivity Classification through Readability Measurement. In: Proceedings of the 18th International Nordic Conference of Computational Linguistics (NODALIDA), NEALT, 2011
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• [RemHae2011] Robert Remus und Christian Hänig: Towards Well-grounded Phrase-level Polarity Analysis. In: Proceedings of the 12th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing) , Springer, 2011
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2010

• [RemQuaHey2010] Robert Remus, Uwe Quasthoff und Gerhard Heyer: SentiWS -- a Publicly Available German-language Resource for Sentiment Analysis. In: Proceedings of the 7th International Language Resources and Evaluation (LREC), 2010
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• [RemAhm2010] Robert Remus und Khurshid Ahmad: Stimmungen in deutschsprachigen Nachrichten, Blogs und dem DAX. DTT Deutscher Terminologie-Tag e.V., 2010
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2009

• [RemAhmHey2009] Robert Remus, Khurshid Ahmad und Gerhard Heyer: Sentiment in German-language News and Blogs, and the DAX. In: Proceedings of the Conference on Text Mining Services (TMS), 2009
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