Publications

Last updated: August 2021, see google scholar profile instead

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. Proceedings of the 5th Workshop on Research in Computational Linguistic Typology and Multilingual NLP. 2023.

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. Cross-Lingual Transfer of Cognitive Complexity. Proceedings of EACL, 2023.

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. A WordNet View on Crosslingual Contextualized Language Models. 2023.

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. Patterns of Text Readability in Human and Predicted Eye Movements. Proceedings of the Workshop on Cognitive Aspects of the Lexicon, 2022.

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. Perturbations and Subpopulations for Testing Robustness in Token-Based Argument Unit Recognition. 2022.

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. A Cross-lingual Comparison of Human and Model Relative Word Importance. Proceedings of the 2022 CLASP Conference on (Dis)embodiment, 2022.

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. An Ensemble of Transformer-Based Models for the SemEval-2022 Complex Named Entity Recognition Task. Proceedings of the 16th International Workshop on Semantic Evaluation, 2022.

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. Relative Importance in Sentence Processing. Proceedings of ACL, 2021.

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. Multilingual Language Models Predict Human Reading Behavior. Proceedings of NAACL, 2021.

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. Probing Multilingual BERT for Genetic and Typological Signals. Proceedings of Coling, 2020.

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. Generating Image Descriptions via Sequential Cross-Modal Alignment Guided by Human Gaze. Proceedings of EMNLP, 2020.

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. Semantic Drift in Multilingual Representations. Computational Linguistics Journal, Volume 46, Issue 3, 2020.

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. Towards best practices for leveraging human language processing signals for natural language processing. to appear in Proceedings of the Workshop on Linguistic and Neurocognitive Resources at LREC, 2020.

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. Enhancing Neural Image Captioning with Eye-Tracking. Abstract to be presented at the Symposium for Integrating Generic and Contextual Knowledge, 2020.

. Blackbox Meets Blackbox: Representational Similarity and Stability Analysis of Neural Language Models and Brains. to appear in Proceedings of the ACL-Workshop on Analyzing and Interpreting Neural Networks for NLP, 2019.

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. Poster: On the Evaluation of Structural Similarity between Brain and Computational Models. 2019.

. Robust Evaluation of Language–Brain Encoding Experiments. to appear in International Journal of Computational Linguistics and Applications, 2019.

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. The Fluidity of Concept Representations in Human Brain Signals. ArXiv publication, 2019.

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. Multimodal Grounding for Language Processing. Proceedings of the 27th International Conference on Computational Linguistics, 2018.

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. Vector-space models of words and sentences. NAW Journal, 2018.

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. A domain-agnostic approach for opinion prediction on speech. PEOPLES Workshop at the conference of Computational Linguistics, 2016.

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. Predicting the Spelling Difficulty of Words for Language Learners. 11th BEA-Workshop at NAACL, 2016.

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. Dissertation: Predicting and Manipulating the Difficulty of Text-Completion Exercises for Language Learning. TU Darmstadt, 2016.

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. Candidate Evaluation Strategies for Improved Difficulty Prediction of Language Tests. 10th BEA-Workshop at NAACL, 2015.

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. Readability for foreign language learning: The importance of cognates. ITL-International Journal of Applied Linguistics, 2014.

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. Predicting the difficulty of language proficiency tests. Transactions of the Association of Computational Linguistics, 2014.

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. Book review: Multilingual corpora and multilingual corpus analyses. International Journal of Multilingualism, 2014.

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. Cognate production using character-based machine translation. 6th International Joint Conference on Natural Language Processing, 2013.

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. Towards fine-grained readability measures for self-directed language learning. Proceedings of the SLTC workshop on NLP for CALL, 2012.

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. Post-editing of statistical maschine translation: A crosslinguistic analysis of the temporal, technical and cognitive effort. Saarland University, 2010.

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