Sense Discrimination and Regular Meaning Shifts of German Particle Verbs
Principal Investigator: Sabine Schulte im Walde
Researchers: Maximilian Köper, Sylvia Springorum
Associated researchers: Eleri Aedmaa, Jeremy Barnes, Sai Abishek Bhaskar, Evangelia Kiagia, Daniela Naumann, Kim-Anh Nguyen, Dominik Schlechtweg
Student researchers: Alla Abrosimova, Reem Alatrash, Delia Alf, Alexander Frey, Anna Hätty, David Helbig, Glorianna Jagfeld, Ingrid Kasimir, Nana Khvtisavrishvili, Florian Lux, Monique Marquez, Daniela Naumann, Alisa Noha, Alexandra Schweins, Sabrina Tistl
The goal of D12 is to identify regular meaning shifts of German particle verbs (PVs) with prepositional particles, such as abstottern, aufbrausen, nachweinen. Our D12 hypothesis of meaning shifts assumes that there are regular mechanisms in meaning shifts from one domain to another when a base verb (BV) is combined with a particle, and that these shifts apply across a semantically coherent set of verbs. For example, the syntactically similar BVs brummen 'hum' and donnern 'rumble' both describe a displeasing loud sound. Combined with the particle auf, they result in near-synonyms roughly meaning 'forcefully assigning a task' (in one of their senses).
As typically not all senses of a PV undergo meaning shifts (for example, there are at least two senses of aufsprudeln, of which one is literal (meaning 'bubble up'), and one results from a regular meaning shift ('become angry'; shared with aufbrausen and aufkochen), a major prerequisite to identify such regular meaning shifts is sense discrimination. The two major parts of D12 therefore comprise
- sense discrimination for particle verbs, particles and simplex verbs (including the base verbs with regard to the chosen particle verbs); and
- identification of regular meaning shifts and the conditions that trigger the meaning shifts.
Concerning (i), our work is interdisciplinary, combining (A) theoretical considerations about salient meaning components with (B) empirical evidence from psycholinguistic experiments and (C) computational models with a strong focus on distributional information and soft clustering methods to represent and disambiguate contextual ambiguity. Concerning (ii), we aim to incorporate the empirical sense properties into computational models that identify regular polysemy regarding PV-BV meaning shifts via analogy. Importantly, we are not only interested in the identification of the meaning shifts per se, but in addition we aim to determine the conditions of the meaning shifts, i.e. the meaning components of the particle verbs and their constituents that trigger the meaning shifts, such as subcategorisation behaviour at the syntax-semantics interface; contextual indicators of abstract vs. concrete contexts; domain information; aspect; etc. As a side-product of meaning shift identification, we will address compositionality: one type of meaning shift is a non-shift with strong PV-BV overlap and a prototypical particle meaning.
Events
- Wen wurmt der Ohrwurm? An Interdisciplinary, Cross-Lingual Perspective on the Role of Constituents in Multi-Word Expressions. Workshop at the Annual Conference of the German Linguistic Society (DGfS) 2017, Saarbrücken, Germany. March 8-10, 2017.
[co-organisation with Eva Smolka] - Check out a workshop report in the Journal of Word Formation!
Reference: Schäfer, Martin (2017). Conference report "Wen wurmt der Ohrwurm? An Interdisciplinary, Cross-Lingual Perspective on the Role of Constituents in Multi-Word Expressions" (Workshop at the 39th DGfS Annual Conference "Information und sprachliche Kodierung", Saarbrücken, 08.-10.03.2017). Journal of Word Formation, 1(2), 91-97.
Talks
- Schlechtweg, D., Schulte im Walde, S., 2018. Distribution-based Prediction of the Degree of Grammaticalization for German Prepositions. Talk at the 12th Evolution of Language International Conference (EVOLANG XII). Torun, Poland, April 17. [abstract/resource]
- Frassinelli, D., Abrosimova, A., Springorum, S., Schulte im Walde, S., 2017. Meaning (Mis-)Match in the Directionality of German Particle Verbs. Talk at "What is a Verb?" An International Conference on the Cross-Linguistic Comparison in Indo-Germanic and Semitic Languages (CoGS). Konstanz, Germany, July 26-28.
- Springorum, S., 2017. Conceptual Perspectives on German Particle Verbs. Talk at "What is a Verb?" An International Conference on the Cross-Linguistic Comparison in Indo-Germanic and Semitic Languages (CoGS). Konstanz, Germany, July 26-28.
- Schulte im Walde, S., 2017. Kognitive und Distributionelle Perspektiven auf deutsche Partikelverben. Invited Talk. 53. Jahrestagung des Instituts für Deutsche Sprache: Wortschätze: Dynamik, Muster, Komplexität. Kongresszentrum Rosengarten, Mannheim, March 15.
- Schulte im Walde, S., 2017. Distributional Models of Compositionality: German Noun Compounds and Particle Verbs. Invited Talk. Universität Düsseldorf, Computational Linguistics Research Colloquium. January 26.
- Schulte im Walde, S., 2017. Distributional Models of Compositionality: German Noun Compounds and Particle Verbs. Invited Talk. Universität Heidelberg, Institut für Computerlinguistik. January 17.
- Schulte im Walde, S., 2016. Distributional Approaches to Semantic Relatedness. Invited Talk. Ruhr-Universität Bochum, Sprachwissenschaftliches Institut. December 6.
- Springorum, S., Schulte im Walde, S., 2016. Aiming with Arrows at Particles. Towards a Conceptual Analysis of German Particle Verbs. Talk at "Cognitive Structures: Linguistic, Philosophical and Psychological Perspectives (CoSt)". Düsseldorf, Germany, September 15-17. [abstract]
- Schulte im Walde, S., 2015. Potential and Limits of Distributional Approaches to Semantic Relatedness. Invited Talk. Universität Erlangen-Nürnberg, Korpuslinguistik. December 17.
- Schulte im Walde, S., 2015. Experiential Data and Distributional Models of German Particle Verbs. Invited Talk. Universität Zürich, Institut für Computerlinguistik, Switzerland. May 12.
- Springorum, S., 2014. (Re-)constructing German Verb Particle Meanings for Familiar and Novel Verbs. Talk at "The Stuff Words are Made of": An International Conference on the Cross-linguistic Comparison of Indo-Germanic and Semitic Languages (CoGS). Konstanz, Germany, July 21-23. [abstract]
Posters
- Bräuninger, M., Schulte im Walde, S., Weller-Di Marco, M., 2018. Improving SMT-based Synonym Extraction across Word Classes by Distributional Reranking of Synonyms and Hypernyms. DGfS-CL Poster Session 2018 at the Annual Meeting of the DGfS, Universität Stuttgart, March 7-9. [abstract/poster]
- Cap, F., Ehren, R., Köper, M., Lichte, T., Schulte im Walde, S., Zinsmeister, H., 2018. VerbCompoCor: A German Corpus with Compositionality Judgements for Verb-Dependent Pairs. DGfS-CL Poster Session 2018 at the Annual Meeting of the DGfS, Universität Stuttgart, March 7-9. [abstract/poster]
- Naumann, D., Frassinelli, D., Schulte im Walde, S., 2018. A Contextual Analysis of Concrete and Abstract Words. DGfS-CL Poster Session 2018 at the Annual Meeting of the DGfS, Universität Stuttgart, March 7-9. [abstract/poster]
- Schlechtweg, D., Eckmann, S., Santus, E., Schulte im Walde, S., Hole, D., 2018. German in Flux: Detecting Metaphoric Change via Word Entropy. DGfS-CL Poster Session 2018 at the Annual Meeting of the DGfS, Universität Stuttgart, March 7-9. [abstract/poster]
- Martin, F., Falk, I., Köper, M., Springorum, S., Schulte im Walde, S., Stein, A., 2018. Cross-Linguistic Interplay of Lexical Aspect and (Non-)Literalness. International Conference Linguistic Evidence 2018: Experimental Data drives Linguistic Theory, Biannual Meeting hosted by the SFB 833 The Construction of Meaning, Universität Tübingen, February 15-17. [abstract/poster]
- Schlechtweg, D., Schulte im Walde, S., 2017. Evaluation of Computational Models of Semantic Change: An Annotation of Semantic Change based on Usage Similarity. Formal Diachronic Semantics 2, Saarbrücken, Germany, November 20-21. [abstract/poster]
- Schlechtweg, D., Eckmann, S., Santus, E., Schulte im Walde, S., Hole, D., 2017. German in Flux: Detecting Metaphoric Change via Word Entropy. 2nd International Summer School on Data Science, Split, Croatia, September 25-29. [poster]
- Frassinelli, D., Naumann, D., Schulte im Walde, S., 2017. Contextual Characteristics of Concrete and Abstract Words. 23rd Conference on Architectures and Mechanisms of Language Processing (AMLaP), Lancaster, UK, September 7-9. [abstract/poster]
- Frassinelli, D., Abrosimova, A., Springorum, S., Schulte im Walde, S., 2017. Meaning (Mis-)Match in the Directionality of German Particle Verbs. 30th Annual CUNY Conference on Human Sentence Processing, MIT, Cambridge, MA, USA, March 30-April 1. [abstract/poster]
- Frassinelli, D., Abrosimova, A., Springorum, S., Kiagia, E., Schulte im Walde, S., 2016. Spatial Meaning Shifts in German Particle Verbs with "auf" and "an". Abstract Concepts International Symposium 2016: Structure, Processing and Modeling, Universiteit van Amsterdam, November 18. [abstract/poster]
- Schulte im Walde, S., Köper, M., 2016. The Role of Ambiguity and Abstractness in Multi-Modal Models of German Noun Compounds and Particle Verbs. Abstract Concepts International Symposium 2016: Structure, Processing and Modeling, Universiteit van Amsterdam, November 18. [abstract/poster]
- Springorum, S., Schulte im Walde, S., 2016. Contextual Abstraction of Particle Meaning in German Particle Verbs. Abstract Concepts International Symposium 2016: Structure, Processing and Modeling, Universiteit van Amsterdam, November 18. [abstract/poster]
- Khvtisavrishvili, N., Bott, S., Schulte im Walde, S., 2015. A Corpus-based Study on the Syntactic Behaviour of German Particle Verbs. DGfS-CL Poster Session at the Annual Meeting of the DGfS, Universität Leipzig, March 4-6. [abstract/poster]
Resources
- Affective Norms: Abstractness, Arousal, Imageability, Valence.
Reference: Köper and Schulte im Walde (LREC 2016) - Derivation Analogies for German Particle Verbs.
Reference: Köper et al. (*SEM 2016) - DUDEN Senses and Synonyms for German Particle Verbs.
Reference: Wittmann et al. (MWE 2016) - Ghost-PV: A Representative Gold Standard of German Particle Verbs.
Reference: Bott et al. (CogALex 2016) - Literality Ratings for German and Estonian Particle Verbs.
References: Köper and Schulte im Walde (NAACL-HLT 2016); Aedmaa et al. (NAACL-HLT-SRW 2018) - Source-Target Domains and Directionality for German Particle Verbs.
Reference: Schulte im Walde et al. (*SEM 2018) - German Particle Verb Meaning Shifts.
Reference: Köper and Schulte im Walde (NAACL-HLT 2018) - Metaphoric Change - Test Set, Annotation Data and Results.
Reference: Schlechtweg et al. (CoNNL 2017) - Diachronic Usage Relatedness (DURel) - Framework and Annotation Data.
Reference: Schlechtweg et al. (NAACL-HLT 2018) - Grammaticalisation of German Prepositions - Test Set.
Reference: Schlechtweg and Schulte im Walde (FoDS 2017)