2018
- Aedmaa, E., Köper, M., Schulte im Walde, S., 2018. Combining Abstractness and Language-specific Theoretical Indicators for Detecting Non-Literal Usage of Estonian Particle Verbs. In: Proceedings of the NAACL 2018 Student Research Workshop (NAACL-SRW). New Orleans, LA, USA. [pdf/poster/resource/bib]
- Barnes, J., Klinger, R., Schulte im Walde, S., 2018. Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages. In: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL). Melbourne, Australia. [pdf/poster/implementation/bib]
- Barnes, J., Klinger, R., Schulte im Walde, S., 2018. Projecting Embeddings across Domains: A Cross-lingual Approach to Domain Adaptation for Sentiment Analysis. In: Proceedings of the 27th International Conference on Computational Linguistics (COLING). Santa Fe, New Mexico, USA. [pdf/poster/bib]
- Bott, S., Schulte im Walde, S., 2018. German Particle Verbs: Compositionality at the Syntax-Semantics Interface. Journal of Language Modelling 6(1):41-86. [doi/bib]
- Köper, M., Schulte im Walde, S., 2018. Analogies in Complex Verb Meaning Shifts: The Effect of Affect in Semantic Similarity Models. In: Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT). New Orleans, LA, USA. [pdf/poster/resource/bib]
- Naumann, D., Frassinelli, D., Schulte im Walde, S., 2018. Quantitative Semantic Variation in the Contexts of Concrete and Abstract Words. In: Proceedings of the 7th Joint Conference on Lexical and Computational Semantics (*SEM). New Orleans, LA, USA. [pdf/bib]
- Rösiger, I., Köper, M., Nguyen, K.-A., Schulte im Walde, S., 2018. Integrating Predictions from Neural-Network Relation Classifiers into Coreference and Bridging Resolution. In: Proceedings of the Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC). New Orleans, LA, USA. [pdf/bib]
- Schlechtweg, D., Schulte im Walde, S., Eckmann, S., 2018. Diachronic Usage Relatedness (DURel): A Framework for the Annotation of Lexical Semantic Change. In: Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT). New Orleans, LA, USA. [pdf/poster/resource/bib]
- Schulte im Walde, S., 2018. Kognitive und Distributionelle Perspektiven auf deutsche Partikelverben. In: Wortschätze: Dynamik, Muster, Komplexität, Jahrbuch des Instituts für Deutsche Sprache 2017. Berlin / Boston: De Gruyter. [preprint pdf/bib]
- Schulte im Walde, S., Köper, M., Springorum, S., 2018. Assessing Meaning Components in German Complex Verbs: A Collection of Source-Target Domains and Directionality. In: Proceedings of the 7th Joint Conference on Lexical and Computational Semantics (*SEM). New Orleans, LA, USA. [pdf/resource/bib]
2017
- Barnes, J., Klinger, R., Schulte im Walde, S., 2017. 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 (WASSA). Copenhagen, Denmark. [pdf/code and embeddings for best models/bib]
- Bhaskar, S. A., Köper, M., Schulte im Walde, S., Frassinelli, D., 2017. Exploring Multi-Modal Text+Image Models to Distinguish between Abstract and Concrete Nouns. In: Proceedings of the IWCS Workshop on Foundations of Situated and Multimodal Communication. Montpellier, France. [pdf/bib]
- Bott, S., Schulte im Walde, S., 2017. Factoring Ambiguity out of the Prediction of Compositionality for German Multi-Word Expressions. In: Proceedings of the 13th Workshop on Multi-Word Expressions. Valencia, Spain. [pdf/poster/bib]
- Frassinelli, D., Naumann, D., Utt, J., Schulte im Walde, S., 2017. Contextual Characteristics of Concrete and Abstract Words. In: Proceedings of the 12th International Conference on Computational Semantics (IWCS). Montpellier, France. [pdf/poster/bib]
- Köper, M., Nguyen, K.-A., Schulte im Walde, S., 2017. Optimizing Visual Representations in Semantic Multi-Modal Models with Dimensonality Reduction, Denoising and Contextual Information. In: Proceedings of the 27th International Conference of the German Society for Computational Linguistics and Language Technology (GSCL). Berlin, Germany. [pdf/poster/bib]
- Köper, M., Schulte im Walde, S., 2017. Applying Multi-Sense Embeddings for German Verbs to Determine Semantic Relatedness and to Detect Non-Literal Language. In: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL). Valencia, Spain. [pdf/poster/bib]
- Köper, M., Schulte im Walde, S., 2017. Complex Verbs are Different: Exploring the Visual Modality in Multi-Modal Models to Predict Compositionality. In: Proceedings of the 13th Workshop on Multi-Word Expressions. Valencia, Spain. [pdf/bib]
- Köper, M., Schulte im Walde, S., 2017. Improving Verb Metaphor Detection by Propagating Abstractness to Words, Phrases and Individual Senses. In: Proceedings of the 1st Workshop on Sense, Concept and Entity Representations and their Applications. Valencia, Spain. [pdf/bib]
- Schlechtweg, D., Eckmann, S., Santus, E., Schulte im Walde, S., Hole, D., 2017. German in Flux: Detecting Metaphoric Change via Word Entropy. In: Proceedings of the SIGNLL Conference on Computational Natural Language Learning (CoNNL). Vancouver, Canada. [pdf/resource/bib]
- Wittmann, M., Köper, M., Schulte im Walde, S., 2017. Exploring Soft-Clustering for German (Particle) Verbs across Frequency Ranges. In: Proceedings of the 12th International Conference on Computational Semantics (IWCS). Montpellier, France. [pdf/poster/bib]
2016
- Bott, S., Khvtisavrishvili, N., Kisselew, M., Schulte im Walde, S., 2016. Ghost-PV: A Representative Gold Standard of German Particle Verbs. In: Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon (CogALex). Osaka, Japan. [pdf/resource/bib]
- Köper, M., Schulte im Walde, S., 2016. Automatically Generated Norms of Abstractness, Arousal, Imageability and Valence for 350,000 German Lemmas. In: Proceedings of the 10th Conference on Language Resources and Evaluation (LREC). Portoroz, Slovenia. [pdf/poster/resource/bib]
- Köper, M., Schulte im Walde, S., 2016. Distinguishing Literal and Non-Literal Usage of German Particle Verbs. In: Proceedings of the 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT). San Diego, CA. [pdf/resource/bib]
- Köper, M., Schulte im Walde, S., Kisselew, M., Pado, S., 2016. Improving Zero-Shot-Learning for German Particle Verbs by using Training-Space Restrictions and Local Scaling. In: Proceedings of the 5th Joint Conference on Lexical and Computational Semantics (*SEM). Berlin, Germany. [pdf/poster/resource/bib]
- Wittmann, M., Weller-Di Marco, M., Schulte im Walde, S., 2016. Graph-based Clustering of Synonym Senses for German Particle Verbs. In: Proceedings of the 12th Workshop on Multiword Expressions. Berlin, Germany. [pdf/resource/bib]
2015
- Bott, S., Schulte im Walde, S., 2015. Exploiting Fine-grained Syntactic Transfer Features to Predict the Compositionality of German Particle Verbs. In: Proceedings of the 11th Conference on Computational Semantics (IWCS). London, UK. [pdf/poster/bib]
- Khvtisavrishvili, N., Bott, S., Schulte im Walde, S., 2015. Wie oft schreibt man das zusammen? The Puzzle of Why some Separable Verbs are more Separable than Others. In: Proceedings of the 26th International Conference of the German Society for Computational Linguistics and Language Technology (GSCL). Duisburg-Essen, Germany. [pdf/resource/bib]
Project-related previous publications
- David, B., Springorum, S., Schulte im Walde, S., 2014. German Perception Verbs: Automatic Classification of Prototypical and Multiple Non-literal Meanings. In: Proceedings of the 12th Conference on Natural Language Processing (KONVENS). Hildesheim, Germany. [pdf/poster/bib]
- Boleda, G., Schulte im Walde, S., Badia, T., 2012. Modelling Regular Polysemy: A Study on the Semantic Classification of Catalan Adjectives. Computational Linguistics 38 (3), 575-616. [pdf/bib]
- Bott, S., Schulte im Walde, S., 2014. Modelling Regular Subcategorization Changes in German Particle Verbs. In: Proceedings of the 1st Workshop on Computational Approaches to Compound Analysis. Dublin, Ireland. [pdf/bib]
- Bott, S., Schulte im Walde, S., 2014. Optimizing a Distributional Semantic Model for the Prediction of German Particle Verb Compositionality. In: Proceedings of the 9th Conference on Language Resources and Evaluation (LREC). Reykjavik, Iceland. [pdf/bib]
- Bott, S., Schulte im Walde, S., 2014. Syntactic Transfer Patterns of German Particle Verbs and Their Impact on Lexical Semantics. In: Proceedings of the 3rd Joint Conference on Lexical and Computational Semantics (*SEM). Dublin, Ireland. [pdf/bib]
- Köper, M., Schulte im Walde, S., 2014. A Rank-based Distance Measure to Detect Polysemy and to Determine Salient Vector-Space Features for German Prepositions. In: Proceedings of the 9th Conference on Language Resources and Evaluation (LREC). Reykjavik, Iceland. [pdf/bib]
- Kühner, N., Schulte im Walde, S., 2010. Determining the Degree of Compositionality of German Particle Verbs by Clustering Approaches. In: Proceedings of the 10th Conference on Natural Language Processing (KONVENS), pp. 47-56. Saarbrücken, Germany. [pdf/bib]
- Schulte im Walde, S., 2005. Exploring Features to Identify Semantic Nearest Neighbours: A Case Study on German Particle Verbs. In: Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP), pp. 608-614. Borovets, Bulgaria. [pdf/bib]
- Schulte im Walde, S., 2006. Experiments on the Automatic Induction of German Semantic Verb Classes. Computational Linguistics 32 (2), 159-194. [pdf/bib]
- Springorum, S., 2011. DRT-based Analysis of the German Verb Particle "an". Leuvense Bijdragen 97, 80-105.
- Springorum, S., Schulte im Walde, S., Roßdeutscher, A., 2012. Automatic Classification of German "an" Particle Verbs. In: Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC), pp. 73-80. Istanbul, Turkey. [pdf/bib]
- Springorum, S., Schulte im Walde, S., Utt, J., 2013. Detecting Polysemy in Hard and Soft Cluster Analyses of German Preposition Vector Spaces. In: Proceedings of the 6th International Joint Conference on Natural Language Processing (IJCNLP), pp. 632-640. Nagoya, Japan. [pdf/bib]
- Springorum, S., Utt, J., Schulte im Walde, S., 2013. Regular Meaning Shifts in German Particle Verbs: A Case Study. In: Proceedings of the 10th International Conference on Computational Semantics (IWCS), pp. 228-239. Potsdam, Germany. [pdf/bib]