42 Publikationen
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2017 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2909336Hartung, Matthias, Klinger, Roman, Schmidtke, Franziska, and Vogel, Lars. “Identifying Right-Wing Extremism in German Twitter Profiles: a Classification Approach”. Natural Language Processing and Information Systems: 22nd International Conference on Applications of Natural Language to Information Systems (NLDB 2017). Ed. Flavius Frascinar, Ashwin Ittoo, Le Minh Nguyen, and Elisabeth Métais. Springer International Publishing, 2017.Vol. 10260. Lecture Notes in Computer Science. 320-325.PUB | PDF
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2016 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2905448Brazda, Nicole, Estrada, Veronica, Kirchhoffer, Tarek, ter Horst, Hendrik, Hartung, Matthias, Wiljes, Cord, Klinger, Roman, Cimiano, Philipp, and Müller, Hans Werner. “SCIO: The Spinal Cord Injury Ontology, a Prerequisite for Automated Data Extraction from Publications on Research in Spinal Cord Injury”. Proceedings of the 18th Spinal Research Network Meeting (ISRT 2016). London, 2016.PUB
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2015 | Report | PUB-ID: 2712107Stöckel, Andreas, Paaßen, Benjamin, Dickfelder, Raphael, Göpfert, Jan Philip, Brazda, Nicole, Müller, Hans Werner, Cimiano, Philipp, Hartung, Matthias, and Klinger, Roman. SCIE: Information Extraction for Spinal Cord Injury Preclinical Experiments – A Webservice and Open Source Toolkit. bioRxive.org, 2015.PUB | PDF | DOI | Download (ext.)
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2015 | Konferenzbeitrag | Im Druck | PUB-ID: 2759733Klinger, Roman, and Cimiano, Philipp. “Instance selection improves cross-lingual model training for fine-grained sentiment analysis”. Proceedings of the Nineteenth Conference on Computational Natural Language Learning (CoNLL). Beijing, China, In Press.PUB
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2664218Klinger, Roman, and Cimiano, Philipp. “The USAGE review corpus for fine-grained, multi-lingual opinion analysis”. Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14). Ed. Nicoletta Calzolari. European Language Resources Association (ELRA), 2014.PUB | PDF
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2014 | Datenpublikation | PUB-ID: 2664575Klinger, Roman. The USAGE review corpus for fine-grained, multi-lingual opinion analysis. Bielefeld University, 2014.PUB | Dateien verfügbar | DOI
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2673430Hartung, Matthias, Klinger, Roman, Zwick, Matthias, and Cimiano, Philipp. “Towards Gene Recognition from Rare and Ambiguous Abbreviations using a Filtering Approach”. Presented at the BioNLP Workshop. The 52nd Annual Meeting of the Association for Computational Linguistics (ACL), Baltimore, 2014.PUB
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2014 | Datenpublikation | PUB-ID: 2695161Klinger, Roman. Annotated Test data for the German Sentiment Analysis Shared Task 2: Subjective Phrase and Aspect Extraction from Product Reviews. Bielefeld University, 2014.PUB | Dateien verfügbar | DOI
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2014 | Konferenzbeitrag | Im Druck | PUB-ID: 2673179Buschmeier, Konstantin, Cimiano, Philipp, and Klinger, Roman. “An impact analysis of features in a classification approach to Irony Detection in Product Reviews”. Presented at the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA). The 52nd Annual Meeting of the Association for Computational Linguistics (ACL), Baltimore, Association for Computational Linguistics, In Press.PUB
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2683760Paaßen, Benjamin, Stöckel, Andreas, Dickfelder, Raphael, Göpfert, Jan Philip, Brazda, Nicole, Kirchhoffer, Tarek, Müller, Hans Werner, Klinger, Roman, Hartung, Matthias, and Cimiano, Philipp. “Ontology-based Extraction of Structured Information from Publications on Preclinical Experiments for Spinal Cord Injury Treatments”. Third Workshop on Semantic Web and Information Extraction (SWAIE). The 25th International Conference on Computational Linguistics (COLING). Ed. Diana Maynard, Marieke Erp van, and Brian Davis. Dublin, Ireland, 2014. 25-32.PUB | PDF | Download (ext.)
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2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2705982Ruppenhofer, Josef, Klinger, Roman, Struß, Julia Maria, Sonntag, Jonathan, and Wiegand, Michael. “IGGSA Shared Tasks on German Sentiment Analysis (GESTALT)”. Workshop Proceedings of the 12th Edition of the KONVENS Conference. Ed. Gertrud Faaß and Josef Ruppenhofer. Hildesheim, Germany: Universität Heidelberg, 2014. 164-173.PUB | PDF | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2650495McCrae, John, Cimiano, Philipp, and Klinger, Roman. “Orthonormal Explicit Topic Analysis for Cross-lingual Document Matching”. Proceedings of the 2013 Conference on Empirical Natural Language Processing. 2013. 1732-1740.PUB | PDF | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2603361Bobic, Tamara, and Klinger, Roman. “Committee-based Selection of Weakly Labeled Instances for Learning Relation Extraction”. Proceedings of the Conference on Intelligent Text Processing and Computational Linguistics. Research in Computing Science, 2013.PUB | PDF | Download (ext.)
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2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2603358Klinger, Roman, and Cimiano, Philipp. “Bi-directional Inter-dependencies of Subjective Expressions and Targets and their Value for a Joint Model”. Proceedings of the Association for Computational Linguistics. Sofia. Bulgaria.: Association for Computational Linguistics, 2013.PUB | Download (ext.)
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2013 | Konferenzbeitrag | Im Druck | PUB-ID: 2664214Klinger, Roman, and Cimiano, Philipp. “Joint and Pipeline Probabilistic Models for Fine-Grained Sentiment Analysis: Extracting Aspects, Subjective Phrases and their Relations”. Proceedings of the 2011 IEEE 12th International Conference on Data Mining Workshops, SENTIRE 2013. IEEE Computer Society, In Press.PUB
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2603571Thomas, Philippe, Solt, Illes, Klinger, Roman, and Leser, Ulf. “Learning Protein Protein Interaction Extraction using Distant Supervision”. Proceedings of Robust Unsupervised and Semi-Supervised Methods in Natural Language Processing (Workshop at International Conference Recent Advances in Natural Language Processing. Hissar, Bulgaria, 2012.PUB | Download (ext.)
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2603565Thomas, Philippe, Bobić, Tamara, Leser, Ulf, Hofmann-Apitius, Martin, and Klinger, Roman. “Weakly Labeled Corpora as Silver Standard for Drug-Drug and Protein-Protein Interaction”. Proceedings of the Workshop on Building and Evaluating Resources for Biomedical Text Mining (BioTxtM) on Language Resources and Evaluation Conference (LREC). Istanbul, Turkey, 2012.PUB | PDF
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2603389Bobic, Tamara, Klinger, Roman, Thomas, Philippe, and Hofmann-Apitius, Martin. “Improving Distantly Supervised Extraction of Drug-Drug and Protein-Protein Interactions”. Proceedings of the Joint Workshop on Unsupervised and Semi-Supervised Learning in NLP. Avignon, France: Association for Computational Linguistics, 2012. 35-43.PUB | Download (ext.)
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2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2603484Klinger, Roman, Senger, Philipp, Madan, Sumit, and Jacovi, Michal. “Online Communities Support Policy-Making: The Need for Data Analysis”. Electronic Participation. Ed. Efthimios Tambouris, Ann Macintosh, and Øystein Sæbø. Springer Berlin Heidelberg, 2012.Vol. 7444. Lecture Notes in Computer Science. 132-143.PUB | DOI | Download (ext.)
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2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2603576Thomas, Philippe E., Klinger, Roman, Furlong, Laura I., Hofmann-Apitius, Martin, and Friedrich, Christoph M. “Challenges in the association of human single nucleotide polymorphism mentions with unique database identifiers”. BMC Bioinformatics 12.Suppl 4 (2011): S4.PUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2011 | Monographie | Veröffentlicht | PUB-ID: 2603431Klinger, Roman. Conditional Random Fields for Named Entity Recognition – Feature Selection and Optimization in Biology and Chemistry. Aachen, Germany: Shaker, 2011. Fraunhofer Series in Information and Communication Technology.PUB
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2011 | Dissertation | PUB-ID: 2603429Klinger, Roman. Conditional Random Fields for Named Entity Recognition – Feature Selection and Optimization in Biology and Chemistry. Dortmund, Germany: TU Dortmund University of Technology, Computer Science, 2011.PUB
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2603472Klinger, Roman, Riedel, Sebastian, and McCallum, Andrew. “Inter-Event Dependencies support Event Extraction from Biomedical Literature”. Mining Complex Entities from Network and Biomedical Data (MIND), European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD). 2011.PUB | PDF
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2603398Gurulingappa, Harsha, Klinger, Roman, Hofmann-Apitius, Martin, and Fluck, Juliane. “An Empirical Evaluation of Resources for the Identification of Diseases and Adverse Effects in Biomedical Literature”. 2nd Workshop on Building and evaluating resources for biomedical text mining (7th edition of the Language Resources and Evaluation Conference). 2010.PUB | PDF
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2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2603509Müller, Bernd, Klinger, Roman, Gurulingappa, Harsha, Mevissen, Heinz-Theodor, Hofmann-Apitius, Martin, Fluck, Juliane, and Friedrich, Christoph M. “Abstracts versus Full Texts and Patents: A Quantitative Analysis of Biomedical Entities”. Proceedings of the 1st IRF Conference. Berlin, Heidelberg: Springer, 2010. Lecture Notes in Computer Science.PUB | DOI | Download (ext.)
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2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2603504Corinna, Kolarik, Klinger, Roman, and Hofmann-Apitius, Martin. “Identification of Histone Modifications in Biomedical Text for Supporting Epigenomic Research”. BMC Bioinformatics 10.Suppl 1 (2009): S28.PUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2603443Klinger, Roman, and Friedrich, Christoph M. “Feature Subset Selection in Conditional Random Fields for Named Entity Recognition”. Proceedings of Recent Advances in Natural Language Processing (RANLP). Ed. Galia Angelova, Kalina Bontcheva, Ruslan Mitkov, Nicolas Nicolov, and Nicolai Nikolov. Borovets, Bulgaria, 2009. 185-191.PUB | Download (ext.)
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2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2603435Klinger, Roman, and Friedrich, Christoph M. “User's Choice of Precision and Recall in Named Entity Recognition”. Proceedings of Recent Advances in Natural Language Processing (RANLP). Ed. Galia Angelova, Kalina Bontcheva, Ruslan Mitkov, Nicolas Nicolov, and Nicolai Nikolov. Borovets, Bulgaria, 2009. 192-196.PUB | Download (ext.)
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2009 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2603517Risselada, Roelof, Friedrich, Christoph M., Ebeling, Christian, Klinger, Roman, Bauer-Mehren, Anne, Pastor, Manuel, Villa, Maria Cruz, Pozo, Jose M., Frangi, Alejandro F., and Hofmann-Apitius, Martin. “Workflows for Data Mining in Integrated multi-modal Data of Intracranial Aneurysms using KNIME”. Book of Abstracts of the R User Conference (useR!). Rennes, France, 2009. 165.PUB | PDF
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2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2603403Gurulingappa, Harsha, Müller, Bernd, Klinger, Roman, Mevissen, Heinz-Theo, Hofmann-Apitius, Martin, Fluck, Juliane, and Friedrich, Christoph M. “Patent Retrieval in Chemistry based on semantically tagged Named Entities”. The Eighteenth Text RETrieval Conference (TREC 2009) Proceedings. Ed. Ellen M. Voorhees and Lori P. Buckland. Gaithersburg, Maryland, USA, 2009.PUB | PDF
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2008 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2603528Smith, Larry, Tanabe, Lorraine K., Ando nee, Rie Johnson, Juo, Cheng-Ju, Chung, I-Fang, Hsu, Chun-Nan, Lin, Yu-Shi, Klinger, Roman, Friedrich, Christoph M., Ganchev, Kuzman, Torii, Manabu, Liu, Hongfang, Haddow, Barry, Struble, Craig A., Povinelli, Richard J., Vlachos, Andreas, A., William, Hunter, Lawrence, Carpenter, Bob, Tsai, Richard Tzong-Han, Dai, Hong-jie, Liu, Feng, Chen, Yifei, Sun, Chengjie, Katrenko, Sophia, Adriaans, Pieter, Blaschke, Christian, Perez, Rafel Torres, Neves, Mariana, Nakov, Preslav, Divoli, Anna, Mana, Manuel, Mata-Vazquez, Jacinto, and Wilbur, W. John. “Overview of BioCreative II Gene Mention Recognition”. Genome Biology 9.Suppl 2 (2008): S2.PUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2603498Kolarik, Corinna, Klinger, Roman, Friedrich, Christoph M., Hofmann-Apitius, Martin, and Fluck, Juliane. “Chemical Names: Terminological Resources and Corpora Annotation”. Workshop on Building and evaluating resources for biomedical text mining (6th edition of the Language Resources and Evaluation Conference). Marrakech, Morocco, 2008. 51-58.PUB | PDF
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2008 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2603413Hofmann-Apitius, Martin, Fluck, Juliane, Furlong, Laura, Fornes, Oriol, Kolarik, Corinna, Hanser, Susanne, Boecker, Martin, Schultz, Stefan, Sanz, Ferran, Klinger, Roman, Mevissen, Theo, Gatterneyer, Tobias, Oliva, Baldo, and Friedrich, Christoph. “Knowledge Environments Representing Molecular Entities for the Virtual Physiological Human”. Philosophical Transactions of the Royal Society A 366.1878 (2008): 3091-3110.PUB | DOI | WoS | PubMed | Europe PMC
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2008 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2603465Klinger, Roman, Kolarik, Corinna, Fluck, Juliane, Hofmann-Apitius, Martin, and Friedrich, Christoph M. “Detection of IUPAC and IUPAC-like Chemical Names”. Bioinformatics 24.13 (2008): i268-i276.PUB | DOI | WoS | PubMed | Europe PMC
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2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2603451Klinger, Roman, Friedrich, Christoph M., Fluck, Juliane, and Hofmann-Apitius, Martin. “Named Entity Recognition with Combinations of Conditional Random Fields”. Proceedings of the Second BioCreative Challenge Evaluation Workshop. Madrid, Spain, 2007. 89-91.PUB | PDF
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2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2603456Klinger, Roman, Furlong, Laura I., Friedrich, Christoph M., Mevissen, Heinz Theodor, Fluck, Juliane, Sanz, Ferran, and Hofmann-Apitius, Martin. “Identifying Gene Specific Variations in Biomedical Text”. Journal of Bioinformatics and Computational Biology 5.06 (2007): 1277-1296.PUB | PDF | DOI | PubMed | Europe PMC
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2007 | Report | PUB-ID: 2603494Klinger, Roman, and Tomanek, Katrin. Classical Probabilistic Models and Conditional Random Fields. Department of Computer Science, Dortmund University of Technology, 2007.PUB | Download (ext.)
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2006 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2603476Klinger, Roman, and Rudolph, Günter. “Evolutionary Composition of Music with Learned Melody Evaluation”. Proceedings of the Int. Conference on COMPUTATIONAL INTELLIGENCE, MAN-MACHINE SYSTEMS and CYBERNETICS (CIMMACS '06). Ed. Nikos Mastorakis and Antonella Cecchi. Venice, Italy, 2006. 234-239.PUB | PDF
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2006 | Report | PUB-ID: 2603433Klinger, Roman. Automatische Komposition von Musik mit Methoden der Computational Intelligence. University of Dortmund, Germany: Department of Computer Science, 2006.PUB | Download (ext.)
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2005 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2603376Bützken, Miriam, Edelkamp, Stefan, Elalaoui, Abdelaziz, Kahl, Kenneth, Karmouni, Rachid, Klinger, Roman, Lahiane, Khalid, Matuszewski, Andrea, Mehler, Tilman, Nazih, Mohammed, Nelskamp, Michael, and Wiggers, Arne. “An Integrated Toolkit for Modern Action Planning”. 19th Workshop on New Results in Planning, Scheduling and Design (PUK). 2005. 1-11.PUB | PDF