Hendrik ter Horst, Matthias Hartung, Philipp Cimiano, Nicole Brazda, Hans Werner Müller, and Roman Klinger. Learning soft domain constraints in a factor graph model for template-based information extraction. Data & Knowledge Engineering, 2019. in press. [ bib | DOI ]

Deniz Cevher, Sebastian Zepf, and Roman Klinger. Towards multimodal emotion recognition in german speech events in cars using transfer learning. In Proceedings of the 15th Conference on Natural Language Processing (KONVENS 2019): Long Papers, pages 79--90, Erlangen, Germany, 2019. German Society for Computational Linguistics & Language Technology. [ bib | .pdf | .pdf ]

Jeremy Barnes and Roman Klinger. Embedding projection for targeted cross-lingual sentiment: Model comparisons and a real-world study. Journal of Artificial Intelligence Research, 66:691--742, Nov 2019. [ bib | DOI | http ]

Hanno Ehrlicher, Roman Klinger, Jörg Lehmann, and Sebastian Padó. Measuring historical emotions and their evolution: An interdisciplinary endeavour to investigate the `emotions of encounter'. Laboratório Interdisciplinar sobre Informacão e Conhecimento em revista (Liinc em revista), 15(1), 2019. [ bib | DOI | http | http ]

Evgeny Kim and Roman Klinger. An analysis of emotion communication channels in fan-fiction: Towards emotional storytelling. In Proceedings of the Second Workshop on Storytelling, pages 56--64, Florence, Italy, 2019. Association for Computational Linguistics. [ bib | http | .pdf ]

Enrica Troiano, Sebastian Padó, and Roman Klinger. Crowdsourcing and validating event-focused emotion corpora for German and English. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 4005--4011, Florence, Italy, July 2019. Association for Computational Linguistics. [ bib | http | .pdf ]

Laura Ana Maria Bostan and Roman Klinger. 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, Minneapolis, USA, June 2019. Association for Computational Linguistics. [ bib | http ]

Evgeny Kim and Roman Klinger. 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), pages 647--653, Minneapolis, Minnesota, June 2019. Association for Computational Linguistics. [ bib | http | .pdf ]

Robert McHardy, Heike Adel, and Roman Klinger. 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), pages 660--665, Minneapolis, Minnesota, June 2019. Association for Computational Linguistics. [ bib | http ]

Alexandra Balahur, Roman Klinger, Veronique Hoste, Carlo Strapparava, and Orphee De Clercq. 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, Minneapolis, USA, June 2019. Association for Computational Linguistics. [ bib | http ]