Heisenberg-Gruppe "Distributionelle Modellierung von semantischen Beziehungen"

Gruppenleiterin:

• PD Dr. Sabine Schulte im Walde

MitarbeiterInnen:

• Dr. Stefan Bott
• Marion Di Marco (née Weller)
• Gabriella Lapesa (SFB/MGK)
• Kim-Anh Nguyen
• Manju Nirmal
• Anita Ramm (SFB/MGK)
• Stephen Roller (SFB/MGK)
• Dr. Michael Roth
• Dr. Silke Scheible
• Dominik Schlechtweg (SFB/MGK)
• Sylvia Springorum (SFB/MGK)

Studentische MitarbeiterInnen:

• Sai Abishek Bhaskar (Praktikant; Bachelor-Student des Manipal Institute of Technology, India)
• Vanessa Hanschke (Praktikantin)
• Max Kisselew (studentischer Mitarbeiter)
• Maximilian Köper (studentischer Mitarbeiter)
• Stefan Müller (studentischer Mitarbeiter)
• Neha Nayak (Praktikantin; Bachelor-Studentin des BITS Pilani)
• Cornelius Putzler (studentischer Mitarbeiter)
• Enrico Santus (Erasmus-Student)
• Moritz Wittmann (studentischer Mitarbeiter)

Studentische Arbeiten:

• Maximilian Bräuninger (Studienarbeit, 2017)
• Benjamin David (Studienarbeit, 2013; Diplomarbeit, 2014)
• Lukas Fromme (Bachelorarbeit, 2016)
• Ronny Jauch (Diplomarbeit, 2012)
• Anna Hätty (Masterarbeit, 2016)
• Nana Khvtisavrishvili (Diplomarbeit, 2014)
• Maximilian Köper (Bachelorarbeit, 2012; Masterarbeit, 2014)
• Manuel Müller (Bachelorarbeit, 2016)
• Stefan Müller (Studienarbeit, 2012; Diplomarbeit, 2013)
• Daniela Naumann (Masterarbeit, 2017)
• Neha Nayak (Bachelorarbeit, 2013)
• Manju Nirmal (Masterarbeit, 2015)
• Cornelius Putzler (Studienarbeit, 2013)
• Martin Rettig (Bachelorarbeit, 2016)
• Beate Rothmund (Masterarbeit, 2017)
• Stefan Rüd (Diplomarbeit, 2012)
• Enrico Santus (Masterarbeit, 2013)
• Jonas Sturm (Bachelorarbeit, 2016)
• Alina Wimmer (Studienarbeit, 2014; Diplomarbeit, 2017)
• Moritz Wittmann (Bachelorarbeit, 2014; Diplomarbeit, 2016)

[Pictures of the Group]

The overall goal of the SemRel group was to explore the potential and the limits of distributional approaches to lexical semantics. In phase 1 of the project (11/2011-01/2015), we distinguished three types of semantic relatedness, to shed light on distributional modelling from different perspectives. The work was performed within an interdisciplinary framework between theoretical, cognitive and computational linguistics. The following figure illustrates the interaction of our topics. Each type of relatedness concerning paradigmatic relations, preposition senses and compound compositionality received input and feedback from human judgements, and was applied to statistical machine translation.

While SemRel phase 1 distinguished three types of semantic relatedness, phase 2 (02/2015-01/2017) aimed to bring together the tasks, approaches and results from these test cases, to study semantic relatedness from a meta-level perspective: We (i) investigated distributional approaches across types of semantic relatedness, across word classes, and across languages; (ii) explored the linguistic performance of soft clustering approaches, parameters, and evaluations to model ambiguity; and (iii) abstracted over semantic subcategorisation information and semantic evaluation for SMT as an extrinsic application. Overall, the work continued within an interdisciplinary framework between theoretical, cognitive and computational linguistics, which allowed us to explore distributional approaches through complementary evidence.

Interdisciplinarity: Theoretical linguistics provides the formal definitions of the semantic relatedness phenomena we are interested in, and cognitive linguistics tells us how humans perceive and express semantic relatedness. Both from the linguistic and the cognitive perspective, we expect a guidance towards selecting and implementing theoretically and cognitively adequate distributional attributes to model word meaning, and gold standards as seeds for computational algorithms and for intrinsic evaluations of the distributional models. As regards the cognitive perspective, we do not only expect cognitive evidence for the potential of distributional knowledge, but also clear evidence for its limits, as human judgements naturally comprise both distributional and world knowledge. Altogether, linguistic and cognitive feedback should help us to define simple, straightforward computational methods to assess information about distributional meaning. Furthermore, the computational perspective explores the applicability of our distributional semantic knowledge to statistical machine translation as an extrinsic evaluation.

Challenges: Within our interdisciplinary approach, we address two major challenges. Firstly, we are interested in a theoretically and cognitively adequate selection of features to model word meaning and word relatedness. In this respect, our project differs from approaches that are not interested in the actual meaning of their features but only in optimising a complex computational machinery that makes use of them. In contrast, our goal is to explore the meaning and the potential of comparatively simple distributional models. Secondly, our work aims to model word meaning with respect to word senses, thus addressing ambiguity. Even though ambiguity is a frequent target of computational models in general, it has largely been ignored in distributionality.

Invited Talks

53. Jahrestagung des Instituts für Deutsche Sprache:
Wortschätze: Dynamik, Muster, Komplexität
Sabine Schulte im Walde
Kongresszentrum Rosengarten, Mannheim, March 15, 2017
Kognitive und Distributionelle Perspektiven auf deutsche Partikelverben

Universität Düsseldorf, Computational Linguistics Research Colloquium
Sabine Schulte im Walde
January 26, 2017
Distributional Models of Compositionality: German Noun Compounds and Particle Verbs

Universität Heidelberg, Institut für Computerlinguistik
Sabine Schulte im Walde
January 17, 2017
Distributional Models of Compositionality: German Noun Compounds and Particle Verbs

Ruhr-Universität Bochum, Sprachwissenschaftliches Institut
Sabine Schulte im Walde
December 6, 2016
Distributional Approaches to Semantic Relatedness

Universität Erlangen-Nürnberg, Korpuslinguistik
Sabine Schulte im Walde
December 17, 2015
Potential and Limits of Distributional Approaches to Semantic Relatedness

Universität Zürich, Institut für Computerlinguistik
Sabine Schulte im Walde
May 12, 2015
Experiential Data and Distributional Models of German Particle Verbs

Joint Symposium on Semantic Processing: Textual Inference and Structures in Corpora
Sabine Schulte im Walde
Trento, Italy, November 20-22, 2013
Potential and Limits of Distributional Approaches to Semantic Relatedness

Universität Düsseldorf, Institut für Sprache und Information
Sabine Schulte im Walde
Düsseldorf, Germany, July 4, 2013
Compositionality of German Noun-Noun Compounds and German Particle Verbs: Experiential Data and Distributional Models

Small World of Words. Workshop on Word Associations and Semantic Graphs
Sabine Schulte im Walde
Leuven, Belgium, October 11, 2012
Using Associations to identify Salient Features for Data-intensitive Lexical Semantic Tasks

Workshop Webkorpora in Computerlinguistik und Sprachforschung
Sabine Schulte im Walde
Workshop organised by the GSCL special interest groups on Hypermedia and Corpus Linguistics
Institut für Deutsche Sprache, Mannheim, September 28, 2012
Webkorpora für die automatische Akquisition lexikalisch-semantischen Wissens

Talks/Posters at Conferences/Workshops without Proceedings

Maximilian Bräuninger, Sabine Schulte im Walde, Marion Weller-Di Marco
Improving SMT-based Synonym Extraction across Word Classes by Distributional Reranking of Synonyms and Hypernyms [abstract/poster]
DGfS-CL Poster Session 2018 at the Annual Meeting of the DGfS
Universität Stuttgart, March 7-9, 2018

Fabienne Cap, Rafael Ehren, Maximilian Köper, Timm Lichte, Sabine Schulte im Walde, Heike Zinsmeister
VerbCompoCor: A German Corpus with Compositionality Judgements for Verb-Dependent Pairs [abstract/poster]
DGfS-CL Poster Session 2018 at the Annual Meeting of the DGfS
Universität Stuttgart, March 7-9, 2018

Sabine Schulte im Walde, Maximilian Köper
The Role of Ambiguity and Abstractness in Multi-Modal Models of German Noun Compounds and Particle Verbs [abstract/poster]
Abstract Concepts International Symposium 2016: Structure, Processing and Modeling
Universiteit van Amsterdam, November 18, 2016

Anna Hätty, Sabine Schulte im Walde, Stefan Bott, Nana Khvtisavrishvili
Features of Compositionality in English and German Noun-Noun-Compounds [abstract/poster]
DGfS-CL Poster Session 2016 at the Annual Meeting of the DGfS
Universität Konstanz, February 24-26, 2016

Sabine Schulte im Walde
Distinguishing Paradigmatic Semantic Relations: Human Ratings and Distributional Similarity [abstract/poster]
International Conference Linguistic Evidence 2016: Empirical, Theoretical and Computational Perspectives
Biannual Meeting hosted by the SFB 833 The Construction of Meaning
Universität Tübingen, February 18-20, 2016

Nana Khvtisavrishvili, Stefan Bott, Sabine Schulte im Walde
A Corpus-based Study on the Syntactic Behaviour of German Particle Verbs [abstract/poster]
DGfS-CL Poster Session 2015 at the Annual Meeting of the DGfS
Universität Leipzig, March 4-6, 2015

Gabriella Lapesa, Sabine Schulte im Walde, Stefan Evert
Judging Paradigmatic Relations: A New Collection of English Ratings [abstract/poster]
20th Architectures and Mechanisms for Natural Language Processing Conference (AMLaP)
Edinburgh, Scotland, UK, September 3-6, 2014

Sylvia Springorum
(Re-)Constructing German Verb Particle Meanings for Familiar and Novel Verbs [abstract]
"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, 2014

Sylvia Springorum, Sabine Schulte im Walde, Antje Roßdeutscher
Sentence Generation and Compositionality of Systematic Neologisms of German Particle Verbs [abstract]
5th Conference on Quantitative Investigations in Theoretical Linguistics (QITL)
Leuven, Belgium, September 12-14, 2013

Sylvia Springorum, Sabine Schulte im Walde, Antje Roßdeutscher
Automatic Classification of German 'an' Particle Verbs [abstract]
International Conference Linguistic Evidence 2012: Empirical, Theoretical and Computational Perspectives Biannual Meeting hosted by the SFB 833 The Construction of Meaning
Universität Tübingen, February 9-11, 2012

2018

Stefan Bott, Sabine Schulte im Walde
German Particle Verbs: Compositionality at the Syntax-Semantics Interface [doi/bib]
Journal of Language Modelling 6(1):41-86.

Kim-Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu
Introducing Two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness [pdf/poster/resource/bib]
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, June 2018.

Sabine Schulte im Walde
Kognitive und Distributionelle Perspektiven auf deutsche Partikelverben [preprint pdf/bib]
In: Wortschätze: Dynamik, Muster, Komplexität, Jahrbuch des Instituts für Deutsche Sprache 2017. Berlin / Boston: De Gruyter.

2017

Stefan Bott, Sabine Schulte im Walde
Factoring Ambiguity out of the Prediction of Compositionality for German Multi-Word Expressions [pdf/poster/bib]
In: Proceedings of the 13th Workshop on Multi-Word Expressions. Valencia, Spain.�

Maximilian Köper, Sabine Schulte im Walde
Complex Verbs are Different: Exploring the Visual Modality in Multi-Modal Models to Predict Compositionality [pdf/bib]
In: Proceedings of the 13th Workshop on Multi-Word Expressions. Valencia, Spain.

Kim-Anh Nguyen, Maximilian Köper, Sabine Schulte im Walde, Thang Vu
Hierarchical Embeddings for Hypernymy Detection and Directionality [pdf/poster/bib]
In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP). Copenhagen, Denmark, September 2017.

Kim-Anh Nguyen, Sabine Schulte im Walde, Thang Vu
Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network [pdf/bib]
In: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL). Valencia, Spain.

Marion Weller-Di Marco
Simple Compound Splitting for German [pdf/poster/bib]
In: Proceedings of the 13th Workshop on Multi-Word Expressions. Valencia, Spain.

Marion Weller-Di Marco, Alexander Fraser, Sabine Schulte im Walde
Addressing Problems across Linguistic Levels in SMT: Combining Approaches to Model Morphology, Syntax and Lexical Choice [pdf/poster/bib]
In: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL). Valencia, Spain.

Moritz Wittmann, Maximilian Köper, Sabine Schulte Im Walde
Exploring Soft-Clustering for German (Particle) Verbs across Frequency Ranges [pdf/poster/bib]
In: Proceedings of the 12th International Conference on Computational Semantics (IWCS). Montpellier, France, September 2017.

2016

Stefan Bott, Nana Khvtisavrishvili, Max Kisselew, Sabine Schulte im Walde
Ghost-PV: A Representative Gold Standard of German Particle Verbs [pdf/bib]
In: Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon (CogALex). Osaka, Japan, December 2016.

Maximilian Köper, Sabine Schulte im Walde
Automatic Semantic Classification of German Preposition Types: Comparing Hard and Soft Clustering Approaches across Features [pdf/bib]
In: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL). Berlin, Germany, August 2016.

Maximilian Köper, Melanie Zaiß, Qi Han, Steffen Koch, Sabine Schulte im Walde
Visualisation and Exploration of High-Dimensional Distributional Features in Lexical Semantic Classification [pdf/poster/bib]
In: Proceedings of the 10th Conference on Language Resources and Evaluation (LREC). Portoroz, Slovenia, May 2016.

Kim-Anh Nguyen, Sabine Schulte im Walde, Thang Vu
Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction -- Outstanding Paper [pdf/bib]
In: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL). Berlin, Germany, August 2016.

Kim-Anh Nguyen, Sabine Schulte im Walde, Thang Vu
Neural-based Noise Filtering from Word Embeddings
In: Proceedings of the 26th International Conference on Computational Linguistics (COLING). Osaka, Japan, December 2016. To appear.

Sabine Schulte im Walde, Anna Hätty, Stefan Bott
The Role of Modifier and Head Properties in Predicting the Compositionality of English and German Noun-Noun Compounds: A Vector-Space Perspective [pdf/bib]
In: Proceedings of the 5th Joint Conference on Lexical and Computational Semantics (*SEM). Berlin, Germany, August 2016.

Sabine Schulte im Walde, Anna Hätty, Stefan Bott, Nana Khvtisavrishvili
Ghost-NN: A Representative Gold Standard of German Noun-Noun Compounds [pdf/poster/bib]
In: Proceedings of the 10th Conference on Language Resources and Evaluation (LREC). Portoroz, Slovenia, May 2016.

Marion Weller-Di Marco, Alexander Fraser, Sabine Schulte im Walde
Modeling Complement Types in Phrase-Based SMT [pdf/bib]
In: Proceedings of the 1st Conference on Machine Translation (WMT). Berlin, Germany, August 2016.

Moritz Wittmann, Marion Weller-Di Marco, Sabine Schulte im Walde
Graph-based Clustering of Synonym Senses for German Particle Verbs [pdf/bib]
In: Proceedings of the 12th Workshop on Multiword Expressions. Berlin, Germany, August 2016.

2015

Stefan Bott, Sabine Schulte im Walde
Exploiting Fine-grained Syntactic Transfer Features to Predict the Compositionality of German Particle Verbs [pdf/poster/bib]
In: Proceedings of the 11th Conference on Computational Semantics (IWCS). London, UK, April 2015.

Fabienne Cap, Manju Nirmal, Marion Weller, Sabine Schulte im Walde
How to Account for Idiomatic German Support Verb Constructions in Statistical Machine Translation[pdf/bib]
In: Proceedings of the 11th Workshop on Multiword Expressions. Denver, CO, June 2015.

Nana Khvtisavrishvili, Stefan Bott, Sabine Schulte im Walde
Wie oft schreibt man das zusammen? The Puzzle of Why some Separable Verbs in German are More Separable than Others [pdf/bib]
In: Proceedings of the 26th International Conference of the German Society for Computational Linguistics and Language Technology (GSCL). Duisburg-Essen, Germany, September 2015.

Maximilian Köper, Christian Scheible, Sabine Schulte im Walde
Multilingual Reliability and "Semantic" Structure of Continuous Word Spaces [pdf/poster/bib]
In: Proceedings of the 11th Conference on Computational Semantics (IWCS). London, UK, April 2015.

Sabine Schulte im Walde, Susanne Borgwaldt
Association Norms for German Noun Compounds and their Constituents [doi/preprint pdf/bib]
Behavior Research Methods.

Marion Weller, Alexander Fraser, Sabine Schulte im Walde
Target-Side Generation of Prepositions for SMT [pdf/bib]
In: Proceedings of the 18th Annual Conference of the European Association for Machine Translation (EAMT). Antalya, Turkey, May 2015.

Marion Weller, Alexander Fraser, Sabine Schulte im Walde
Predicting Prepositions for SMT (short version of EAMT-2015 paper) [pdf/poster/bib]
In: Proceedings of the 9th Workshop on Syntax, Semantics and Structure in Statistical Translation (SSST). Denver, CO, June 2015.

2014

Stefan Bott, Sabine Schulte im Walde
Optimizing a Distributional Semantic Model for the Prediction of German Particle Verb Compositionality [pdf/bib]
In: Proceedings of the 9th Conference on Language Resources and Evaluation (LREC). Reykjavik, Iceland, May 2014.

Stefan Bott, Sabine Schulte im Walde
Syntactic Transfer Patterns of German Particle Verbs and Their Impact on Lexical Semantics [pdf/bib]
In: Proceedings of the 3rd Joint Conference on Lexical and Computational Semantics (*SEM). Dublin, Ireland, August 2014.

Stefan Bott, Sabine Schulte im Walde
Modelling Regular Subcategorization Changes in German Particle Verbs [pdf/bib]
In: Proceedings of the 1st Workshop on Computational Approaches to Compound Analysis. Dublin, Ireland, August 2014.

Maximilian Köper, Sabine Schulte im Walde
A Rank-based Distance Measure to Detect Polysemy and to Determine Salient Vector-Space Features for German Prepositions [pdf/bib]
In: Proceedings of the 9th Conference on Language Resources and Evaluation (LREC). Reykjavik, Iceland, May 2014.

Gabriella Lapesa, Stefan Evert
NaDiR: Naive Distributional Response Generation [pdf]
In: Proceedings of the 4th Workshop on Cognitive Aspects of the Lexicon (CogALex). Dublin, Ireland, August 2014.

Gabriella Lapesa, Stefan Evert, Sabine Schulte im Walde
Contrasting Syntagmatic and Paradigmatic Relations: Insights from Distributional Semantic Models [pdf/bib]
In: Proceedings of the 3rd Joint Conference on Lexical and Computational Semantics (*SEM). Dublin, Ireland, August 2014.

Stephen Roller, Sabine Schulte im Walde
Feature Norms of German Noun Compounds [pdf/bib]
In: Proceedings of the 10th Workshop on Multiword Expressions. Gothenburg, Sweden, April 2014.

Michael Roth, Sabine Schulte im Walde
Combining Word Patterns and Discourse Markers for Paradigmatic Relation Classification [pdf/poster/bib]
In: Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL). Baltimore, MD, June 2014.

Enrico Santus, Alessandro Lenci, Qin Lu, Sabine Schulte im Walde
Chasing Hypernyms in Vector Spaces with Entropy [pdf/bib]
In: Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL). Gothenburg, Sweden, April 2014.

Silke Scheible, Sabine Schulte im Walde
A Database of Paradigmatic Semantic Relation Pairs for German Nouns, Verbs, and Adjectives [pdf/bib]
In: Proceedings of the COLING Workshop on Lexical and Grammatical Resources for Language Processing. Dublin, Ireland, August 2014.

Jason Utt, Sylvia Springorum, Maximilian Köper, Sabine Schulte im Walde
Fuzzy V-Measure - An Evaluation Method for Cluster Analyses of Ambiguous Data [pdf/poster/bib]
In: Proceedings of the 9th Conference on Language Resources and Evaluation (LREC). Reykjavik, Iceland, May 2014.

Marion Weller, Fabienne Cap, Stefan Müller, Sabine Schulte im Walde, Alexander Fraser
Distinguishing Degrees of Compositionality in Compound Splitting for Statistical Machine Translation [pdf/bib]
In: Proceedings of the 1st Workshop on Computational Approaches to Compound Analysis. Dublin, Ireland, August 2014.

Marion Weller, Alexander Fraser, Ulrich Heid
Combining Bilingual Terminology Mining and Morphological Modeling for Domain Adaptation in SMT [pdf]
In: Proceedings of the Seventeenth Annual Conference of the European Association for Machine Translation (EAMT). Dubrovnik, Croatia, June 2014.

Marion Weller, Sabine Schulte im Walde, Alexander Fraser
Using Noun Class Information to model Selectional Preferences for Translating Prepositions in SMT [pdf/poster/bib]
In: Proceedings of the 11th Conference of the Association for Machine Translation in the Americas (AMTA). Vancouver, Canada, October 2014.

Moritz Wittmann, Marion Weller, Sabine Schulte im Walde
Automatic Extraction of Synonyms for German Particle Verbs from Parallel Data with Distributional Similarity as a Reranking Feature [pdf/poster/bib]
In: Proceedings of the 9th Conference on Language Resources and Evaluation (LREC). Reykjavik, Iceland, May 2014.

2013

Stephen Roller, Sabine Schulte im Walde
A Multimodal LDA Model integrating Textual, Cognitive and Visual Modalities [pdf/poster/bib]
In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP). Seattle, WA, October 2013.

Stephen Roller, Sabine Schulte im Walde, Silke Scheible
The (Un)expected Effects of Applying Standard Cleansing Models to Human Ratings on Compositionality [pdf/bib]
In: Proceedings of the 9th Workshop on Multiword Expressions. Atlanta, GA, June 2013.

Silke Scheible, Sabine Schulte im Walde, Sylvia Springorum
Uncovering Distributional Differences between Synonyms and Antonyms in a Word Space Model [pdf/bib]
In: Proceedings of the 6th International Joint Conference on Natural Language Processing (IJCNLP). Nagoya, Japan, October 2013.

Silke Scheible, Sabine Schulte im Walde, Marion Weller, Max Kisselew
A Compact but Linguistically Detailed Database for German Verb Subcategorisation relying on Dependency Parses from a Web Corpus: Tool, Guidelines and Resource [pdf/bib]
In: Proceedings of the 8th Web as Corpus Workshop. Lancaster, UK, July 2013.

Sabine Schulte im Walde, Maximilian Köper
Pattern-based Distinction of Paradigmatic Relations for German Nouns, Verbs, Adjectives [doi/preprint pdf/bib]
In: Proceedings of the 25th International Conference of the German Society for Computational Linguistics and Language Technology (GSCL). Darmstadt, Germany, September 2013.

Sabine Schulte im Walde, Stefan Müller
Using Web Corpora for the Automatic Acquisition of Lexical-Semantic Knowledge [doi/pdf/bib]
Journal for Language Technology and Computational Linguistics 28(2):85-105, 2013. Special Issue on Web Corpora for Computational Linguistics and Linguistic Research, edited by Roman Schneider, Angelika Storrer and Alexander Mehler.

Sabine Schulte im Walde, Stefan Müller, Stephen Roller
Exploring Vector Space Models to Predict the Compositionality of German Noun-Noun Compounds [pdf/bib]
In: Proceedings of the 2nd Joint Conference on Lexical and Computational Semantics (*SEM). Atlanta, GA, June 2013.

Sylvia Springorum, Sabine Schulte im Walde, Jason Utt
Detecting Polysemy in Hard and Soft Cluster Analyses of German Preposition Vector Spaces [pdf/bib]
In: Proceedings of the 6th International Joint Conference on Natural Language Processing (IJCNLP). Nagoya, Japan, October 2013.

Sylvia Springorum, Jason Utt, Sabine Schulte im Walde
Regular Meaning Shifts in German Particle Verbs: A Case Study [pdf/bib]
In: Proceedings of the 10th International Conference on Computational Semantics (IWCS). Potsdam, Germany, March 2013.

Marion Weller, Alexander Fraser, Sabine Schulte im Walde
Using Subcategorization Knowledge to improve Case Prediction for Translation to German [pdf/poster/bib]
In: Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL). Sofia, Bulgaria, August 2013.

2012

Silke Scheible, Sabine Schulte im Walde
Designing a Database of GermaNet-based Semantic Relation Pairs involving Coherent Mini-Networks [pdf/bib]
In: Proceedings of the LREC Workshop Semantic Relations II: Enhancing Resources and Applications. Istanbul, Turkey, May 2012.

Sabine Schulte im Walde, Susanne Borgwaldt, Ronny Jauch
Association Norms of German Noun Compounds [pdf/poster/bib]
In: Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC). Istanbul, Turkey, May 2012.

Sylvia Springorum, Sabine Schulte im Walde, Antje Roßdeutscher
Automatic Classification of German an Particle Verbs [pdf/bib]
In: Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC). Istanbul, Turkey, May 2012.

Association Norms for German Noun Compounds

References: Schulte im Walde, Borgwaldt and Jauch (2012); Schulte im Walde & Borgwaldt (2015)

Bildernetle - A Dataset of German Noun-to-ImageNet Mappings

Reference: Roller and Schulte im Walde (2013)

Compound Splitter

Reference: Weller (2017)

Compositionality Ratings

References: Hartmann (2008); von der Heide and Borgwaldt (2009); Schulte im Walde et al. (2013); Bott et al. (2016); Schulte im Walde et al. (2016)

Deep Semantic Analogies

Reference: Köper, Scheible and Schulte im Walde (2015)

DUDEN Senses and Synonyms for German Particle Verbs

References: Wittmann et al. (2014; 2016)

Feature Norms for German Noun Compounds

Reference: Roller and Schulte im Walde (2014)

GermaNet-based Semantic Relation Pairs involving Coherent Mini-Networks

Reference: Scheible and Schulte im Walde (2012)

Ghost-NN: A Representative Gold Standard of German Noun-Noun Compounds

Reference: Schulte im Walde et al. (2016)

Ghost-PV: A Representative Gold Standard of German Particle Verbs

Reference: Bott et al. (2016)

Paradigmatic Semantic Relation Pairs

References: Scheible and Schulte im Walde (2014); Nguyen et al. (2016; 2017; 2018)

SubCat-Extractor - Induction of Verb Subcategorisation from Dependency Parses

Reference: Scheible et al. (2013)

Subcategorisation Database for German MATE Parses

Reference: Scheible et al. (2013)

• Felix Bildhauer (Institut für Deutsche Sprache, Mannheim) und Roland Schäfer (Fachbereich Philosophie und Geisteswissenschaften, Freie Universität Berlin): evaluation of COW corpora
  
• Susanne Borgwaldt (Germanistisches Seminar, Universität Siegen): associations and compositionality of German compound nouns
• Tibor Kiss and Antje Müller (Theoretische Linguistik/Computerlinguistik, Ruhr-Universität Bochum): preposition senses
• Steffen Koch (Institut für Visualisierung und Interaktive Systeme, Universität Stuttgart): visualisation of ambiguous words
• Alessandro Lenci (Dipartimento di Linguistica, Università di Pisa): association norms, feature norms, and semantic relations
• Eva Smolka (Fachbereich Sprachwissenschaft, Universität Konstanz): processing and representation of noun compounds and particle verbs

Ansprechpartner

Sekretariat

Postadresse

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]

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