Publications
2022[ to top ]
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One Graph to Rule them All: Using {NLP} and Graph Neural Networks to analyse Tolkien’s Legendarium in Proceedings of the Computational Humanities Research Conference 2022, {CHR} 2022, Antwerp, Belgium, December 12-14, 2022, {CEUR} Workshop Proceedings, F. Karsdorp, K. L. Nielbo (eds.) (2022). (Vol. 3290) 291–317.
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{LSX} team5 at {S}em{E}val-2022 Task 8: Multilingual News Article Similarity Assessment based on Word- and Sentence Mover{’}s Distance in Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022) (2022). 1190–1195.
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{W}ue{D}evils at {S}em{E}val-2022 Task 8: Multilingual News Article Similarity via Pair-Wise Sentence Similarity Matrices in Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022) (2022). 1235–1243.
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2021[ to top ]
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The {F}airy{N}et Corpus - Character Networks for {G}erman Fairy Tales in Proceedings of the 5th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (2021). 49–56.
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Shared Task on Scene Segmentation @ KONVENS 2021 in Shared Task on Scene Segmentation @ KONVENS 2021 (2021). 1–21.
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Assessing Media Bias in Cross-Linguistic and Cross-National Populations in Proceedings of the International AAAI Conference on Web and Social Media (2021). 15(1) 561–572.
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Detecting Scenes in Fiction: A new Segmentation Task in Proceedings of the 16th Conference of the {E}uropean Chapter of the Association for Computational Linguistics: Volume 1, Long Papers (2021).
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2020[ to top ]
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MapLUR: Exploring a New Paradigm for Estimating Air Pollution Using Deep Learning on Map Images in ACM Trans. Spatial Algorithms Syst. (2020). 6(3)
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Emote-Controlled: Obtaining Implicit Viewer Feedback through Emote based Sentiment Analysis on Comments of Popular Twitch.tv Channels in ACM Transactions on Social Computing (2020).
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Time Series Forecasting for Self-Aware Systems in Proceedings of the IEEE (2020). 1–26.
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SimLoss: Class Similarities in Cross Entropy (2020).
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HarryMotions – Classifying Relationships in Harry Potter based on Emotion Analysis in 5th SwissText & 16th KONVENS Joint Conference (2020).
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Towards Predicting the Subscription Status of Twitch.tv Users in Proceedings of ECML-PKDD 2020 ChAT Discovery Challenge on Chat Analytics for Twitch (2020).
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Where to Submit? Helping Researchers to Choose the Right Venue in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings (2020). 878–883.
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LM4KG: Improving Common Sense Knowledge Graphs with Language Models in International Semantic Web Conference (2020).
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Improving Sentiment Analysis with Biofeedback Data in Proceedings of LREC2020 Workshop ``People in language, vision and the mind’’ (ONION2020) (2020). 28–33.
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2019[ to top ]
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EClaiRE: Context Matters! – Comparing Word Embeddings for Relation Classification in INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft, K. David, K. Geihs, M. Lange, G. Stumme (eds.) (2019). 191–204.
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Detection of Scenes in Fiction in Proceedings of Digital Humanities 2019 (2019).
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Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks in Proceedings of The 13th International Workshop on Semantic Evaluation (2019).
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2018[ to top ]
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Analysing Direct Speech in German Novels in DHd 2018 (2018).
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Burrows Zeta: Varianten und Evaluation in DHd 2018 (2018).
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Burrows’ Zeta: Exploring and Evaluating Variants and Parameters in DH (2018). 274–277.
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ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings in Proceedings of International Workshop on Semantic Evaluation (SemEval-2018) (2018).
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A White-Box Model for Detecting Author Nationality by Linguistic Differences in Spanish Novels in DH (2018).
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2017[ to top ]
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Towards Sentiment Analysis on German Literature in Joint German/Austrian Conference on Artificial Intelligence (K{\"u}nstliche Intelligenz) (2017). 387–394.
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Sentiment Analysis on German Novels (2017).
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2016[ to top ]
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Analyzing Features for the Detection of Happy Endings in German Novels (2016).
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Prediction of Happy Endings in German Novels in Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing 2016, P. Cellier, T. Charnois, A. Hotho, S. Matwin, M.-F. Moens, Y. Toussaint (eds.) (2016). 9–16.
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