Bibliography of Klinger, Roman

  • 2023
    • Troiano, Enrica; Klinger, Roman; Padó, Sebastian On the Relationship between Frames and Emotionality in Text Northern European Journal of Language Technology 9(1).
    • Troiano, Enrica; Oberländer, Laura; Klinger, Roman Dimensional Modeling of Emotions in Text with Appraisal Theories: Corpus Creation, Annotation Reliability, and Prediction Computational Linguistics 49(1).
  • 2022
    • Kadikis, Emils; Srivastav, Vaibhav; Klinger, Roman Embarrassingly Simple Performance Prediction for Abductive Natural Language Inference in Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies pp. 6031-6037 Association for Computational Linguistics, Seattle, United States.
    • Khlyzova, Anna; Silberer, Carina; Klinger, Roman On the Complementarity of Images and Text for the Expression of Emotions in Social Media in Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis pp. 1-15 Association for Computational Linguistics, Dublin, Ireland.
    • Kreuter, Anne; Sassenberg, Kai; Klinger, Roman Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter Users in Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis pp. 315-323 Association for Computational Linguistics, Dublin, Ireland.
    • Mohr, Isabelle; Wührl, Amelie; Klinger, Roman CoVERT: A Corpus of Fact-checked Biomedical COVID-19 Tweets in Proceedings of the Language Resources and Evaluation Conference pp. 244-257 European Language Resources Association, Marseille, France.
    • Papay, Sean; Klinger, Roman; Padó, Sebastian Constraining Linear-chain CRFs to Regular Languages in International Conference on Learning Representations.
    • Plaza-del Arco, Flor Miriam; Martín-Valdivia, María-Teresa; Klinger, Roman Natural Language Inference Prompts for Zero-shot Emotion Classification in Text across Corpora in Proceedings of the 29th International Conference on Computational Linguistics pp. 6805-6817 International Committee on Computational Linguistics, Gyeongju, Republic of Korea.
    • Sabbatino, Valentino; Troiano, Enrica; Schweitzer, Antje; Klinger, Roman ``splink'' is happy and ``phrouth'' is scary: Emotion Intensity Analysis for Nonsense Words in Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis pp. 37-50 Association for Computational Linguistics, Dublin, Ireland.
    • Troiano, Enrica; Oberlaender, Laura Ana Maria; Wegge, Maximilian; Klinger, Roman x-enVENT: A Corpus of Event Descriptions with Experiencer-specific Emotion and Appraisal Annotations in Proceedings of the Language Resources and Evaluation Conference pp. 1365-1375 European Language Resources Association, Marseille, France.
    • Troiano, Enrica; Velutharambath, Aswathy; Klinger, Roman From theories on styles to their transfer in text: Bridging the gap with a hierarchical survey Natural Language Engineering.
    • Wegge, Maximilian; Troiano, Enrica; Oberländer, Laura; Klinger, Roman Experiencer-Specific Emotion and Appraisal Prediction in Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science Association for Computational Linguistics, Abu Dhabi, United Arab Emirates and online accepted.
    • Wührl, Amelie; Klinger, Roman Entity-based Claim Representation Improves Fact-Checking of Medical Content in Tweets in Proceedings of the 9th Workshop on Argument Mining pp. 187-198 International Conference on Computational Linguistics, Online and in Gyeongju, Republic of Korea.
    • Wührl, Amelie; Klinger, Roman Recovering Patient Journeys: A Corpus of Biomedical Entities and Relations on Twitter (BEAR) in Proceedings of the Language Resources and Evaluation Conference pp. 4439-4450 European Language Resources Association, Marseille, France.
  • 2021
    • Casel, Felix; Heindl, Amelie; Klinger, Roman Emotion Recognition under Consideration of the Emotion Component Process Model in Proceedings of the 17th Conference on Natural Language Processing (KONVENS 2021) pp. 49-61 KONVENS 2021 Organizers, Düsseldorf, Germany.
    • Doan Dang, Bao Minh; Oberländer, Laura; Klinger, Roman Emotion Stimulus Detection in German News Headlines in Proceedings of the 17th Conference on Natural Language Processing (KONVENS 2021) pp. 73-85 KONVENS 2021 Organizers, Düsseldorf, Germany.
    • Grimminger, Lara; Klinger, Roman Hate Towards the Political Opponent: A Twitter Corpus Study of the 2020 US Elections on the Basis of Offensive Speech and Stance Detection in Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis pp. 171-180 Association for Computational Linguistics, Online.
    • Hofmann, Jan; Troiano, Enrica; Klinger, Roman Emotion-Aware, Emotion-Agnostic, or Automatic: Corpus Creation Strategies to Obtain Cognitive Event Appraisal Annotations in Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis pp. 160-170 Association for Computational Linguistics, Online.
    • Plaza-del-Arco, Flor M.; Halat, Sercan; Padó, Sebastian; Klinger, Roman Multi-Task Learning with Sentiment, Emotion, and Target Detection to Recognize Hate Speech and Offensive Language in FIRE 2021 Working Notes pp. 297-318.
    • Troiano, Enrica; Padó, Sebastian; Klinger, Roman Emotion Ratings: How Intensity, Annotation Confidence and Agreements are Entangled in Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis pp. 40-49 Association for Computational Linguistics, Online.
    • Troiano, Enrica; Padó, Sebastian; Klinger, Roman Emotion Ratings: How Intensity, Annotation Confidence and Agreements are Entangled in Proceedings of the EACL WASSA workshop pp. 50-61.
    • Wührl, Amelie; Klinger, Roman Claim Detection in Biomedical Twitter Posts in Proceedings of the 20th Workshop on Biomedical Language Processing pp. 131-142 Association for Computational Linguistics, Online.
    • Wührl, Amelie; Klinger, Roman Claim Detection in Biomedical Twitter Posts as a Prerequisite for Fact-Checking in Proceedings of the BioCreative VII Challenge Evaluation Workshop.
  • 2020
    • Armbrust, Felix; Schäfer, Henry; Klinger, Roman A Computational Analysis of Financial and Environmental Narratives within Financial Reports and its Value for Investors in Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation pp. 181-194 COLING, Barcelona, Spain (Online).
    • Bostan, Laura Ana Maria; Kim, Evgeny; Klinger, Roman GoodNewsEveryone: A Corpus of News Headlines Annotated with Emotions, Semantic Roles, and Reader Perception in Proceedings of The 12th Language Resources and Evaluation Conference pp. 1554-1566 European Language Resources Association, Marseille, France.
    • Haider, Thomas; Eger, Steffen; Kim, Evgeny; Klinger, Roman; Menninghaus, Winfried PO-EMO: Conceptualization, Annotation, and Modeling of Aesthetic Emotions in German and English Poetry in Proceedings of The 12th Language Resources and Evaluation Conference pp. 1652-1663 European Language Resources Association, Marseille, France.
    • Hofmann, Jan; Troiano, Enrica; Sassenberg, Kai; Klinger, Roman Appraisal Theories for Emotion Classification in Text in Proceedings of the 28th International Conference on Computational Linguistics pp. 125-138 International Committee on Computational Linguistics, Barcelona, Spain (Online).
    • Klinger, Roman Structured Modelling of Affect in Text Cumulative habilitation University of Stuttgart.
    • Klinger, Roman; Kim, Evgeny; Padó, Sebastian Emotion Analysis for Literary Studies in Reflektierte algorithmische Textanalyse pp. 237 -- 268 De Gruyter, Berlin, Boston.
    • Oberländer, Laura; Reich, Kevin; Klinger, Roman Experiencers, Stimuli, or Targets: Which Semantic Roles Enable Machine Learning to Infer the Emotions? in Proceedings of the Third Workshop on Computational Modeling of People's Opinions, Personality, and Emotions in Social Media Association for Computational Linguistics, Barcelona, Spain.
    • Oberländer, Laura Ana Maria; Klinger, Roman Token Sequence Labeling vs. Clause Classification for English Emotion Stimulus Detection in Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics pp. 58-70 Association for Computational Linguistics, Barcelona, Spain (Online).
    • Paggio, Patrizia; Gatt, Albert; Klinger, Roman, editors Proceedings of LREC2020 Workshop ``People in language, vision and the mind'' (ONION2020) Marseille, France European Language Resources Association (ELRA).
    • Papay, Sean; Klinger, Roman; Padó, Sebastian Dissecting Span Identification Tasks with Performance Prediction in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing Association for Computational Linguistics.
    • Sabbatino, Valentino; Bostan, Laura Ana Maria; Klinger, Roman Automatic Section Recognition in Obituaries in Proceedings of The 12th Language Resources and Evaluation Conference pp. 817-825 European Language Resources Association, Marseille, France.
    • Troiano, Enrica; Klinger, Roman; Padó, Sebastian Lost in Back-Translation: Emotion Preservation in Neural Machine Translation in Proceedings of the 28th International Conference on Computational Linguistics pp. 4340-4354 International Committee on Computational Linguistics, Barcelona, Spain (Online).
    • Troiano, Enrica; Klinger, Roman; Padó, Sebastian Lost in Backtranslation: Emotion Preservation in Neural Machine Translation in Proceedings of COLING Online.
  • 2019
    • Balahur, Alexandra; Klinger, Roman; Hoste, Veronique; Strapparava, Carlo; de Clercq, Orphée Proceedings of the Tenth Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis in Proceedings of the Tenth Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Association for Computational Linguistics, Minneapolis, USA.
    • Barnes, Jeremy; Klinger, Roman Embedding Projection for Targeted Cross-Lingual Sentiment: Model Comparisons and a Real-World Study Journal of Artificial Intelligence Research 66:691-742.
    • Bostan, Laura Ana Maria; Klinger, Roman Exploring fine-tuned embeddings that model intensifiers for emotion analysis in Proceedings of the Tenth Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Association for Computational Linguistics, Minneapolis, USA.
    • Ehrlicher, Hanno; Klinger, Roman; Lehmann, Jörg; Padó, Sebastian Measuring Historical Emotions and Their Evolution: An Interdisciplinary Endeavour to Investigate The `Emotions of Encounter' emph Laboratório Interdisciplinar sobre Informa cão e Conhecimento em revista (Liinc em revista) 15(1).
    • Kim, Evgeny; Klinger, Roman A Survey on Sentiment and Emotion Analysis for Computational Literary Studies Zeitschrift für Digitale Geisteswissenschaften.
    • Kim, Evgeny; Klinger, Roman An Analysis of Emotion Communication Channels in Fan-Fiction: Towards Emotional Storytelling in Proceedings of the Second Workshop on Storytelling pp. 56-64 Association for Computational Linguistics, Florence, Italy.
    • Kim, Evgeny; Klinger, Roman Frowning Frodo, Wincing Leia, and a Seriously Great Friendship: Learning to Classify Emotional Relationships of Fictional Characters in Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) pp. 647-653 Association for Computational Linguistics, Minneapolis, Minnesota.
    • McHardy, Robert; Adel, Heike; Klinger, Roman Adversarial Training for Satire Detection: Controlling for Confounding Variables in Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) pp. 660-665 Association for Computational Linguistics, Minneapolis, Minnesota.
    • ter Horst, Hendrik; Hartung, Matthias; Cimiano, Philipp; Brazda, Nicole; Müller, Hans Werner; Klinger, Roman Learning Soft Domain Constraints in a Factor Graph Model for Template-based Information Extraction Data & Knowledge Engineering 125:101764.
    • Troiano, Enrica; Padó, Sebastian; Klinger, Roman Crowdsourcing and Validating Event-focused Emotion Corpora for German and English in Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics pp. 4005-4011 Association for Computational Linguistics, Florence, Italy.
  • 2018
    • Adel, Heike; Bostan, Laura Ana Maria; Papay, Sean; Padó, Sebastian; Klinger, Roman DERE: A task and domain-independent slot filling framework for declarative relation extraction in Proceedings of EMNLP pp. 42-47 Brussels, Belgium.
    • Balahur, Alexandra; Mohammad, Saif M.; Hoste, Veronique; Klinger, Roman Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis in Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Association for Computational Linguistics.
    • Barnes, Jeremy; Klinger, Roman; Schulte im Walde, Sabine Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages in Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics pp. 2483-2493 Melbourne, Australia.
    • Barnes, Jeremy; Klinger, Roman; Schulte im Walde, Sabine Projecting Embeddings across Domains: a Cross-lingual Approach to Domain Adaptation for Sentiment Analysis in Proceedings of the 27th International Conference on Computational Linguistics pp. 818-830 Santa Fe, USA.
    • Barth, Florian; Kim, Evgeny; Murr, Sandra; Klinger, Roman A Reporting Tool for Relational Visualization and Analysis of Character Mentions in Literature in Book of Abstracts -- Digital Humanities im deutschsprachigen Raum Cologne, Germany.
    • Bostan, Laura Ana Maria; Klinger, Roman An Analysis of Annotated Corpora for Emotion Classification in Text in Proceedings of the 27th International Conference on Computational Linguistics pp. 2104-2119 Association for Computational Linguistics.
    • Braun, Manuel; Klinger, Roman; Padó, Sebastian; Viehhauser, Gabriel Digitale Modellierung von Figurenkomplexität am Beispiel des Parzival von Wolfram von Eschenbach in Book of Abstracts -- Digital Humanities im deutschsprachigen Raum Cologne, Germany.
    • Hartung, Matthias; ter Horst, Hendrik; Grimm, Frank; Diekmann, Tim; Klinger, Roman; Cimiano, Philipp SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling in Proceedings of ACL 2018, System Demonstrations Association for Computational Linguistics, Melbourne, Australia.
    • Kicherer, Hanna; Dittrich, Marcel; Grebe, Lukas; Scheible, Christian; Klinger, Roman What You Use, Not What You Do: Automatic Classification and Similarity Detection of Recipes Data and Knowledge Engineering in print.
    • Kim, Evgeny; Klinger, Roman Who Feels What and Why? Annotation of a Literature Corpus with Semantic Roles of Emotions in Proceedings of the 27th International Conference on Computational Linguistics pp. 1345-1359 Association for Computational Linguistics.
    • Klinger, Roman; De Clercq, Orphée; Mohammad, Saif; Balahur, Alexandra IEST: WASSA-2018 Implicit Emotions Shared Task in Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis pp. 31-42 Association for Computational Linguistics, Brussels, Belgium.
    • Strohm, Florian; Klinger, Roman An Empirical Analysis of the Role of Amplifiers, Downtoners, and Negations in Emotion Classification in Microblogs in The 5th IEEE International Conference on Data Science and Advanced Analytics, Special Track on Sentiment, Emotion, and Credibility of Information in Social Data DSAA IEEE Turin, Italy.
    • Ter Horst, Hendrik; Hartung, Matthias; Klinger, Roman; Brazda, Nicole; Müller, Hans Werner; Cimiano, Philipp Assessing the Impact of Single and Pairwise Slot Constraints in a Factor Graph Model for Template-based Information Extraction in Natural Language Processing and Information Systems: 23rd International Conference on Applications of Natural Language to Information Systems, NLDB 2018, Paris, France, June 13-15, 2018, Proceedings Springer International Publishing, Cham ###bp###.
    • Thorne, Camilo; Klinger, Roman On the Semantic Similarity of Disease Mentions in MEDLINE and Twitter in Natural Language Processing and Information Systems: 23rd International Conference on Applications of Natural Language to Information Systems, NLDB 2018, Paris, France, June 13-15, 2018, Proceedings Springer International Publishing, Cham.
  • 2017
    • Barnes, Jeremy; Klinger, Roman; Schulte im Walde, Sabine Assessing State-of-the-Art Sentiment Models on State-of-the-Art Sentiment Datasets in Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis pp. 2-12 Copenhagen, Denmark.
    • Brazda, Nicole; ter Horst, Hendrik; Hartung, Matthias; Wiljes, Cord; Estrada, Veronica; Klinger, Roman; Kuchinke, Wolfgang; Müller, Hans Werner; Cimiano, Philipp SCIO: An Ontology to Support the Formalization of Pre-Clinical Spinal Cord Injury Experiments in Workshop on Ontologies and Data in Life Sciences (ODLS 2017), Joint Workshops on Ontologies (JOWO) Bolzano, Italy.
    • Hartung, Matthias; Klinger, Roman; Vogel, Lars; Schmidtke, Franziska Ranking Right-Wing Extremist Social Media Profiles by Similarity to Democratic and Extremist Groups in Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Workshop at Conference on Empirical Methods in Natural Language Processing Association for Computational Linguistics, Copenhagen, Denmark.
    • Kim, Evgeny; Padó, Sebastian; Klinger, Roman Investigating the Relationship between Literary Genres and Emotional Plot Development in Proceedings of the ACL LaTeCH-CLfL workshop Vancouver, BC.
    • Kim, Evgeny; Padó, Sebastian; Klinger, Roman Prototypical Emotion Developments in Literary Genres in Digital Humanities 2017: Conference Abstracts McGill University and Université de Montréal Montréal, Canada.
    • Köper, Maximilian; Kim, Evgeny; Klinger, Roman IMS at EmoInt-2017: Emotion Intensity Prediction with Affective Norms, Automatically Extended Resources and Deep Learning in Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis Workshop at Conference on Empirical Methods in Natural Language Processing Association for Computational Linguistics, Copenhagen, Denmark.
    • Reiter, Nils; Schulz, Sarah; Kremer, Gerhard; Klinger, Roman; Viehhauser, Gabriel; Kuhn, Jonas Teaching Computational Aspects in the Digital Humanities Program at University of Stuttgart -- Intentions and Experiences in Proceedings of the Workshop on Teaching NLP for Digital Humanities (Teach4DH 2017) co-located with GSCL 2017 pp. 43-48 Berlin, Germany.
    • Schuff, Hendrik; Barnes, Jeremy; Mohme, Julian; Padó, Sebastian; Klinger, Roman Annotation, Modelling and Analysis of Fine-Grained Emotions on a Stance and Sentiment Detection Corpus in Proceedings of the EMNLP WASSA workshop pp. 13-23 Copenhagen, Denmark.
    • Thorne, Camilo; Klinger, Roman Towards Confidence Estimation for Typed Protein-Protein Relation Extraction in Proceedings of the Biomedical NLP Workshop associated with RANLP Association for Computational Linguistics, Varna, Bulgaria.
  • 2016
    • Klinger, Roman; Suliya, Surayya Samat; Reiter, Nils Automatic Emotion Detection for Quantitative Literary Studies -- A case study based on Franz Kafka's ``Das Schloss'' und ``Amerika'' in Digital Humanities (DH) Kraków, Poland.
    • Ling, Jennifer; Klinger, Roman An Empirical, Quantitative Analysis of the Differences Between Sarcasm and Irony in Harald Sack; Giuseppe Rizzo; Nadine Steinmetz; Dunja Mladenic; Sören Auer and Christoph Lange, editors, The Semantic Web: ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29 -- June 2, 2016, Revised Selected Papers pp. 203-216 Springer International Publishing.
    • Sänger, Mario; Leser, Ulf; Kemmerer, Steffen; Adolphs, Peter; Klinger, Roman SCARE -- The Sentiment Corpus of App Reviews with Fine-grained Annotations in German in Nicoletta Calzolari (Conference Chair); Khalid Choukri; Thierry Declerck; Marko Grobelnik; Bente Maegaard; Joseph Mariani; Asuncion Moreno; Jan Odijk and Stelios Piperidis, editors, Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'2016) European Language Resources Association (ELRA), Paris, France.
    • Scheible, Christian; Klinger, Roman; Padó, Sebastian Model Architectures for Quotation Detection in Proceedings of ACL pp. 1736-1745 Berlin, Germany acceptance rate: 25%.
  • 2015
    • Kessler, Wiltrud; Klinger, Roman; Kuhn, Jonas Towards Opinion Mining from Reviews for the Prediction of Product Rankings in Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis pp. 51-57 Association for Computational Linguistics, Lisboa, Portugal.
    • Klinger, Roman; Cimiano, Philipp Instance Selection Improves Cross-Lingual Model Training for Fine-Grained Sentiment Analysis in Proceedings of the Nineteenth Conference on Computational Natural Language Learning pp. 153-163 Association for Computational Linguistics, Beijing, China.
    • Stöckel, Andreas; Paassen, Benjamin; Dickfelder, Raphael; Göpfert, Jan Philipp; Brazda, Nicole; Müller, Hans Werner; Cimiano, Philipp; Hartung, Matthias; Klinger, Roman SCIE: Information Extraction for Spinal Cord Injury Preclinical Experiments – A Webservice and Open Source Toolkit bioRxiv.
  • 2014
    • Bagewadi, Shweta; Bobić, Tamara; Hofmann-Apitius, Martin; Fluck, Juliane; Klinger, Roman Detecting miRNA Mentions and Relations in Biomedical Literature [version 3; referees: 2 approved, 1 approved with reservations] F1000Research 3(205).
    • Buschmeier, Konstantin; Cimiano, Philipp; Klinger, Roman An Impact Analysis of Features in a Classification Approach to Irony Detection in Product Reviews in Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis pp. 42-49 Association for Computational Linguistics, Baltimore, Maryland.
    • Hartung, Matthias; Klinger, Roman; Zwick, Matthias; Cimiano, Philipp Towards Gene Recognition from Rare and Ambiguous Abbreviations using a Filtering Approach in Proceedings of BioNLP 2014 pp. 118-127 Association for Computational Linguistics, Baltimore, Maryland.
    • Klinger, Roman; Cimiano, Philipp The USAGE review corpus for fine grained multi lingual opinion analysis in Nicoletta Calzolari; Khalid Choukri; Thierry Declerck; Hrafn Loftsson; Bente Maegaard; Joseph Mariani; Asuncion Moreno; Jan Odijk and Stelios Piperidis, editors, Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14) pp. 2211-2218 European Language Resources Association (ELRA), Reykjavik, Iceland aCL Anthology Identifier: L14-1656.
    • Paassen, Benjamin; Stöckel, Andreas; Dickfelder, Raphael; Göpfert, Jan Philip; Brazda, Nicole; Kirchhoffer, Tarek; Müller, Hans Werner; Klinger, Roman; Hartung, Matthias; Cimiano, Philipp Ontology-based Extraction of Structured Information from Publications on Preclinical Experiments for Spinal Cord Injury Treatments in Proceedings of the Third Workshop on Semantic Web and Information Extraction pp. 25-32 Association for Computational Linguistics and Dublin City University, Dublin, Ireland.
    • Ruppenhofer, Josef; Klinger, Roman; Struß, Julia Maria; Sonntag, Jonathan; Wiegand, Michael IGGSA Shared Tasks on German Sentiment Analysis in Gertrud Faaß and Josef Ruppenhofer, editors, Workshop Proceedings of the 12th Edition of the KONVENS Conference University of Hildesheim, Hildesheim, Germany.
  • 2013
    • Bobic, Tamara; Klinger, Roman Committee-based Selection of Weakly Labeled Instances for Learning Relation Extraction Research in Computing Science 70:187-197 proceedings of the Conference on Intelligent Text Processing and Computational Linguistics.
    • Klinger, Roman; Cimiano, Philipp Bi-directional Inter-dependencies of Subjective Expressions and Targets and their Value for a Joint Model in Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) pp. 848-854 Association for Computational Linguistics, Sofia, Bulgaria.
    • Klinger, Roman; Cimiano, Philipp Joint and Pipeline Probabilistic Models for Fine-Grained Sentiment Analysis: Extracting Aspects, Subjective Phrases and their Relations in 2013 IEEE 13th International Conference on Data Mining Workshops (ICDMW) pp. 937-944.
    • McCrae, John Philip; Cimiano, Philipp; Klinger, Roman Orthonormal Explicit Topic Analysis for Cross-Lingual Document Matching in Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing pp. 1732-1740 Association for Computational Linguistics, Seattle, Washington, USA.
  • 2012
    • Aisopos, Fotis; Kardara, Magdalini; Senger, Philipp; Klinger, Roman; Papaoikonomou, Athanasios; Tserpes, Konstantinos; Gardner, Michael; Varvarigou, Theodora A. E-Government and Policy Simulation in Intelligent Virtual Environments. in Karl-Heinz Krempels and José Cordeiro, editors, WEBIST pp. 129-135 SciTePress.
    • Bobic, Tamara; Klinger, Roman; Thomas, Philippe; Hofmann-Apitius, Martin Improving Distantly Supervised Extraction of Drug-Drug and Protein-Protein Interactions in Proceedings of the Joint Workshop on Unsupervised and Semi-Supervised Learning in NLP pp. 35-43 Association for Computational Linguistics, Avignon, France.
    • Klinger, Roman; Senger, Philipp; Madan, Sumit; Jacovi, Michal Online Communities Support Policy-Making: The Need for Data Analysis in Efthimios Tambouris; Ann Macintosh and Øystein Sæbø, editors, Electronic Participation volume 7444 of Lecture Notes in Computer Science pp. 132-143 Springer Berlin Heidelberg.
    • Thomas, Philippe; Bobić, Tamara; Leser, Ulf; Hofmann-Apitius, Martin; Klinger, Roman Weakly Labeled Corpora as Silver Standard for Drug-Drug and Protein-Protein Interaction in Proceedings of the Workshop on Building and Evaluating Resources for Biomedical Text Mining (BioTxtM) on Language Resources and Evaluation Conference (LREC) Istanbul, Turkey.
  • 2011
    • Klinger, Roman Automatically Selected Skip Edges in Conditional Random Fields for Named Entity Recognition in Proceedings of the International Conference Recent Advances in Natural Language Processing 2011 pp. 580-585 RANLP 2011 Organising Committee, Hissar, Bulgaria.
    • Klinger, Roman Conditional Random Fields for Named Entity Recognition - Feature Selection and Optimization in Biology and Chemistry Fraunhofer Series in Information and Communication Technology Shaker, Aachen, Germany.
    • Klinger, Roman; Riedel, Sebastian; McCallum, Andrew Inter-Event Dependencies support Event Extraction from Biomedical Literature in 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).
    • Thomas, Philippe; Solt, Illés; Klinger, Roman; Leser, Ulf Learning Protein Protein Interaction Extraction using Distant Supervision in Proceedings of Workshop on Robust Unsupervised and Semisupervised Methods in Natural Language Processing pp. 25-32 Hissar, Bulgaria.
    • Thomas, Philippe E.; Klinger, Roman; Furlong, Laura I.; Hofmann-Apitius, Martin; Friedrich, Christoph M. Challenges in the association of human single nucleotide polymorphism mentions with unique database identifiers BMC Bioinformatics 12(Suppl 4)(S4).
  • 2010
    • Gurulingappa, Harsha; Klinger, Roman; Hofmann-Apitius, Martin; Fluck, Juliane An Empirical Evaluation of Resources for the Identification of Diseases and Adverse Effects in Biomedical Literature in 2nd Workshop on Building and evaluating resources for biomedical text mining (7th edition of the Language Resources and Evaluation Conference) Valetta, Malta.
    • Müller, Bernd; Klinger, Roman; Gurulingappa, Harsha; Mevissen, Heinz-Theodor; Hofmann-Apitius, Martin; Fluck, Juliane; Friedrich, Christoph M. Abstracts versus Full Texts and Patents: A Quantitative Analysis of Biomedical Entities in Proceedings of the 1st IRF Conference Lecture Notes in Computer Science Springer.
  • 2009
    • Friedrich, Christoph M.; Klinger, Roman rSMILE, an interface to the Bayesian Network package GeNIe/SMILE in Book of Abstracts of the R User Conference (useR!) p. 104 Rennes, France.
    • Gurulingappa, Harsha; Müller, Bernd; Klinger, Roman; Mevissen, Heinz-Theo; Hofmann-Apitius, Martin; Fluck, Juliane; Friedrich, Christoph M. Patent Retrieval in Chemistry based on semantically tagged Named Entities in Ellen M. Voorhees and Lori P. Buckland, editors, The Eighteenth Text RETrieval Conference (TREC 2009) Proceedings Gaithersburg, Maryland, USA.
    • Klinger, Roman; Friedrich, Christoph M. Feature Subset Selection in Conditional Random Fields for Named Entity Recognition in Galia Angelova; Kalina Bontcheva; Ruslan Mitkov; Nicolas Nicolov and Nicolai Nikolov, editors, Proceedings of Recent Advances in Natural Language Processing (RANLP) pp. 185-191 Borovets, Bulgaria.
    • Klinger, Roman; Friedrich, Christoph M. User's Choice of Precision and Recall in Named Entity Recognition in Galia Angelova; Kalina Bontcheva; Ruslan Mitkov; Nicolas Nicolov and Nicolai Nikolov, editors, Proceedings of Recent Advances in Natural Language Processing (RANLP) pp. 192-196 Borovets, Bulgaria.
    • Kolá v rik, Corinna; Klinger, Roman; Hofmann-Apitius, Martin Identification of Histone Modifications in Biomedical Text for Supporting Epigenomic Research BMC Bioinformatics 10(S28) proceedings of the Asia Pacific Bioinformatics Conference (APBC).
    • Risselada, Roelof; Friedrich, Christoph M.; Ebeling, Christian; Klinger, Roman; Bauer-Mehren, Anne; Pastor, Manuel; Villa, Maria Cruz; Pozo, Jose M.; Frangi, Alejandro F.; Hofmann-Apitius, Martin Workflows for Data Mining in Integrated multi-modal Data of Intracranial Aneurysms using KNIME in Book of Abstracts of the R User Conference (useR!) p. 165 Rennes, France.
  • 2008
    • Hofmann-Apitius, Martin; Fluck, Juliane; Furlong, Laura; Fornes, Oriol; Kolá v rik, Corinna; Hanser, Susanne; Boecker, Martin; Schultz, Stefan; Sanz, Ferran; Klinger, Roman; Mevissen, Theo; Gatterneyer, Tobias; Oliva, Baldo; Friedrich, Christoph Knowledge Environments Representing Molecular Entities for the Virtual Physiological Human Philosophical Transactions of the Royal Society A pMID 18559317.
    • Klinger, Roman; Kolá v rik, Corinna; Fluck, Juliane; Hofmann-Apitius, Martin; Friedrich, Christoph M. Detection of IUPAC and IUPAC-like Chemical Names Bioinformatics 24(13):i268-i276 proceedings of the International Conference Intelligent Systems for Molecular Biology (ISMB).
    • Kolá v rik, Corinna; Klinger, Roman; Friedrich, Christoph M.; Hofmann-Apitius, Martin; Fluck, Juliane Chemical Names: Terminological Resources and Corpora Annotation in Workshop on Building and evaluating resources for biomedical text mining (6th edition of the Language Resources and Evaluation Conference) pp. 51-58 Marrakech, Morocco.
    • Smith, Larry; Tanabe, Lorraine K.; nee Ando, 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; Baumgartner Jr., William A.; Hunter, Lawrence; Carpenter, Bob; Tsai, Richard Tzong-Han; jie Dai, Hong; 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; Wilbur, W. John Overview of BioCreative II Gene Mention Recognition Genome Biology 9(Suppl 2):S2.2-S2.18.
  • 2007
    • Klinger, Roman; Friedrich, Christoph M.; Fluck, Juliane; Hofmann-Apitius, Martin Named Entity Recognition with Combinations of Conditional Random Fields in Proceedings of the Second BioCreative Challenge Evaluation Workshop pp. 89-91 Madrid, Spain.
    • Klinger, Roman; Furlong, Laura I.; Friedrich, Christoph M.; Mevissen, Heinz Theodor; Fluck, Juliane; Sanz, Ferran; Hofmann-Apitius, Martin Identifying Gene Specific Variations in Biomedical Text Journal of Bioinformatics and Computational Biology 5(6):1277-1296 pMID 18172929.
    • Klinger, Roman; Tomanek, Katrin Classical Probabilistic Models and Conditional Random Fields Technical Report TR07-2-013 Department of Computer Science, Dortmund University of Technology iSSN 1864-4503.
  • 2005
    • Bützken, Miriam; Edelkamp, Stefan; Elalaoui, Abdelaziz; Kahl, Kenneth; Karmouni, Rachid; Klinger, Roman; Lahiane, Khalid; Matuszewski, Andrea; Mehler, Tilman; Nazih, Mohammed; Nelskamp, Michael; Wiggers, Arne An Integrated Toolkit for Modern Action Planning in 19th Workshop on New Results in Planning, Scheduling and Design (PUK) pp. 1-11.