Intuitive multimodal interaction and predictable behavior for the museum tour guide robot Robotinho. - Matthias Nieuwenhuisen; Judith Gaspers; Oliver Tischler; Sven Behnke (Humanoids, 2010)

An unsupervised algorithm for the induction of constructions. - Judith Gaspers; Philipp Cimiano; Sascha S. Griffiths; Britta Wrede (ICDL-EPIROB, 2011)

A usage-based model for the online induction of constructions from phoneme sequences. - Judith Gaspers; Philipp Cimiano (ICDL-EPIROB, 2012)

An evaluation of measures to dissociate language and communication disorders from healthy controls using machine learning techniques. - Judith Gaspers; Kristina Thiele; Philipp Cimiano; Anouschka Foltz; Prisca Stenneken; Marko Tscherepanow (IHI, 2012)

Towards the emergence of verb-general constructions and early representations for verb entries: Insights from a computational model. - Judith Gaspers; Anouschka Foltz; Philipp Cimiano (CogSci, 2014)

Learning a semantic parser from spoken utterances. - Judith Gaspers; Philipp Cimiano (ICASSP, 2014)

A Computational Model for the Item-Based Induction of Construction Networks. - Judith Gaspers; Philipp Cimiano (Cogn. Sci., 2014)

A usage-based model for the acquisition of syntactic constructions and its application in spoken language understanding - Judith Gaspers (2014)

Semantic parsing of speech using grammars learned with weak supervision. - Judith Gaspers; Philipp Cimiano; Britta Wrede (HLT-NAACL, 2015)

Learning linguistic constructions grounded in qualitative action models. - Maximilian Panzner; Judith Gaspers; Philipp Cimiano (RO-MAN, 2015)

Constructing a Language From Scratch: Combining Bottom-Up and Top-Down Learning Processes in a Computational Model of Language Acquisition. - Judith Gaspers; Philipp Cimiano; Katharina J. Rohlfing; Britta Wrede (IEEE Trans. Cogn. Dev. Syst., 2017)

Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System. - Judith Gaspers; Penny Karanasou; Rajen Chatterjee (NAACL-HLT (3), 2018)

Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding. - Quynh Ngoc Thi Do; Judith Gaspers (EMNLP/IJCNLP (1), 2019)

Cross-lingual Transfer Learning for Spoken Language Understanding. - Quynh Ngoc Thi Do; Judith Gaspers (ICASSP, 2019)

Neural Named Entity Recognition from Subword Units. - Abdalghani Abujabal; Judith Gaspers (INTERSPEECH, 2019)

Cross-lingual Transfer Learning for Japanese Named Entity Recognition. - Andrew Johnson; Penny Karanasou; Judith Gaspers; Dietrich Klakow (NAACL-HLT (2), 2019)

Modeling the Co-Emergence of Linguistic Constructions and Action Concepts: The Case of Action Verbs. - Maximilian Panzner; Judith Gaspers; Philipp Cimiano (IEEE Trans. Cogn. Dev. Syst., 2019)

To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding? - Quynh Ngoc Thi Do; Judith Gaspers; Tobias Röding; Melanie Bradford (COLING, 2020)

Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding. - Judith Gaspers; Quynh Ngoc Thi Do; Fabian Triefenbach (INTERSPEECH, 2020)

Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation. - Chao Wang; Judith Gaspers; Quynh Ngoc Thi Do; Hui Jiang (ACL/IJCNLP (Findings), 2021)

Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models. - Quynh Do; Judith Gaspers; Daniil Sorokin; Patrick Lehnen (Interspeech, 2021)

The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding. - Judith Gaspers; Quynh Do; Daniil Sorokin; Patrick Lehnen (Interspeech, 2021)

Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding. - Samuel Broscheit; Quynh Do; Judith Gaspers (ACL (1), 2022)

Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? - Quynh Do; Judith Gaspers; Daniil Sorokin; Patrick Lehnen (EMNLP (Industry Track), 2022)

Temporal Generalization for Spoken Language Understanding. - Judith Gaspers; Anoop Kumar; Greg Ver Steeg; Aram Galstyan (NAACL-HLT (Industry Papers), 2022)

Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding. - Jonathan J. Hüser; Judith Gaspers; Thomas Gueudré; Chandana Satya Prakash; Jin Cao; Daniil Sorokin; Quynh Do; Nicolas Anastassacos; Tobias Falke; Turan Gojayev (ACL (industry), 2023)

QuAILoRA: Quantization-Aware Initialization for LoRA. - Neal Lawton; Aishwarya Padmakumar; Judith Gaspers; Jack FitzGerald; Anoop Kumar; Greg Ver Steeg; Aram Galstyan (ENLSP, 2024)