Publications

Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis. In Jeremy Barnes, Orphée De Clercq, Valentin Barriere, Shabnam Tafreshi, Sawsan Alqahtani, João Sedoc, Roman Klinger, and Alexandra Balahur (Eds.), Association for Computational Linguistics, Dublin, Ireland, May 2022. [PUMA: imported myown] URL

Jeremy Barnes, Roman Klinger, and Sabine Schulte im Walde. Assessing State-of-the-Art Sentiment Models on State-of-the-Art Sentiment Datasets. Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Association for Computational Linguistics, Copenhagen, Denmark, 2017. [PUMA: sentiment nlp imported myown deeplearning neural] URL

Laura Ana Maria Bostan, Evgeny Kim, and Roman Klinger. GoodNewsEveryone: A Corpus of News Headlines Annotated with Emotions, Semantic Roles, and Reader Perception. In Nicoletta Calzolari, Khalid Choukri, Thierry Declerck, Hrafn Loftsson, Bente Maegaard, Joseph Mariani, Asuncion Moreno, Jan Odijk, and Stelios Piperidis (Eds.), Proceedings of the 12th International Conference on Language Resources and Evaluation (LREC'20), European Language Resources Association (ELRA), Marseille, France, May 2020. [PUMA: nlp imported myown emotion] URL

Lara Grimminger, and Roman Klinger. Hate Towards the Political Opponent: A Twitter Corpus Study of the 2020 US Elections on the Basis of Offensive Speech and Stance Detection. Proceedings of the 11th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, 2021. [PUMA: sentiment nlp imported myown offensivelanguage stance hatespeech] URL

Thomas Haider, Steffen Eger, Evgeny Kim, Roman Klinger, and Winfried Menninghaus. PO-EMO: Conceptualization, Annotation, and Modeling of Aesthetic Emotions in German and English Poetry. In Nicoletta Calzolari, Khalid Choukri, Thierry Declerck, Hrafn Loftsson, Bente Maegaard, Joseph Mariani, Asuncion Moreno, Jan Odijk, and Stelios Piperidis (Eds.), Proceedings of the 12th International Conference on Language Resources and Evaluation (LREC'20), European Language Resources Association (ELRA), Marseille, France, May 2020. [PUMA: nlp imported myown emotion] URL

Matthias Hartung, Roman Klinger, Julian Mohme, Lars Vogel, and Franziska Schmidtke. Ranking Right-Wing Extremist Social Media Profiles by Similarity to Democratic and Extremist Groups. Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Association for Computational Linguistics, Copenhagen, Denmark, 2017. [PUMA: imported myown dh socialmedia textmining] URL

David Helbig, Enrica Troiano, and Roman Klinger. Challenges in Emotion Style Transfer: An Exploration with a Lexical Substitution Pipeline. Proceedings of the International Workshop on Natural Language Processing for Social Media (SocialNLP), Seattle, USA/Online, 2020. [PUMA: nlp imported myown emotion] URL

Jan Hofmann, Enrica Troiano, and Roman Klinger. Emotion-Aware, Emotion-Agnostic, or Automatic: Corpus Creation Strategies to Obtain Cognitive Event Appraisal Annotations. Proceedings of the 11th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, 2021. [PUMA: nlp imported myown emotion] URL

Jan Hofmann, Enrica Troiano, Kai Sassenberg, and Roman Klinger. Appraisal Theories for Emotion Classification in Text. Proceedings of the 28th International Conference on Computational Linguistics, 2020. [PUMA: nlp imported myown emotion] URL

Em\=ıls Kadikis, Vaibhav Srivastav, and Roman Klinger. Embarrassingly Simple Performance Prediction for Abductive Natural Language Inference. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 6031--6037, Association for Computational Linguistics, Seattle, United States, July 2022. [PUMA: nlp imported myown evaluation nli performance] URL

Anna Khlyzova, Carina Silberer, and Roman Klinger. On the Complementarity of Images and Text for the Expression of Emotions in Social Media. Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis, 1--15, Association for Computational Linguistics, Dublin, Ireland, May 2022. [PUMA: nlp imported myown emotion socialmedia vision] URL

Roman Klinger. 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, 2011. [PUMA: imported myown crf ner bionlp] URL

Roman Klinger. Emotionsklassifikation in Texten unter Berücksichtigung des Komponentenprozessmodells. In Sylvia Jaki, and Stefan Steiger (Eds.), Digitale Hate Speech, 131--154, Springer Berlin Heidelberg, Berlin, Heidelberg, 2023. [PUMA: imported myown] URL

Roman Klinger. Bridging Emotion Role Labeling and Appraisal-based Emotion Analysis. ArXiv e-prints, September 2023. [PUMA: sentiment nlp imported myown emotion]

Roman Klinger, Evgeny Kim, and Sebastian Padó. Emotion Analysis for Literary Studies. In Nils Reiter, Axel Pichler, and Jonas Kuhn (Eds.), Reflektierte Algorithmische Textanalyse, De Gruyter, Berlin/Boston, 2020. [PUMA: nlp imported myown emotion]

Corinna Kolářik, Roman Klinger, and Martin Hofmann-Apitius. Identification of Histone Modifications in Biomedical Text for Supporting Epigenomic Research. BMC Bioinformatics, (10)S28BioMed Central, January 2009. [PUMA: imported myown crf ner binlp] URL

Anne Kreuter, Kai Sassenberg, and Roman Klinger. Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter Users. Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis, 315--323, Association for Computational Linguistics, Dublin, Ireland, May 2022. [PUMA: nlp imported myown personality bigfive] URL

Maximilian Köper, Evgeny Kim, and Roman Klinger. IMS at EmoInt-2017: Emotion Intensity Prediction with Affective Norms, Automatically Extended Resources and Deep Learning. Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Association for Computational Linguistics, Copenhagen, Denmark, 2017. [PUMA: sentiment nlp imported myown emotion] URL

Jennifer Ling, and Roman Klinger. An Empirical, Quantitative Analysis of the Differences Between Sarcasm and Irony. In Harald Sack, Giuseppe Rizzo, Nadine Steinmetz, Dunja Mladenić, Sören Auer, and Christoph Lange (Eds.), The Semantic Web: ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29 -- June 2, 2016, Revised Selected Papers, 203--216, Springer International Publishing, 2016. [PUMA: nlp imported myown social media sarcasm irony classification] URL

Yarik Menchaca Resendiz, and Roman Klinger. Affective Natural Language Generation of Event Descriptions through Fine-grained Appraisal Conditions. Proceedings of the 16th International Conference on Natural Language Generation, Association for Computational Linguistics, Prague, Czech Republic, September 2023. [PUMA: nlp imported myown affect emotions generation events] URL