Judith Gaspers

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 23

Top Topics

Language Acquisition

Transfer Learning

Language Understanding

Semantic Parser

Top Venues

IEEE Trans. Cogn. Dev. Syst.

Publications

Jonathan J. Hüser, Judith Gaspers, Thomas Gueudré, Chandana Satya Prakash, Jin Cao, Daniil Sorokin, Quynh Do, Nicolas Anastassacos, Tobias Falke, Turan Gojayev
Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding. ACL (industry) (2023)
Samuel Broscheit, Quynh Do, Judith Gaspers
Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding. ACL (1) (2022)
Quynh Do, Judith Gaspers, Daniil Sorokin, Patrick Lehnen
Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? EMNLP (Industry Track) (2022)
Judith Gaspers, Anoop Kumar, Greg Ver Steeg, Aram Galstyan
Temporal Generalization for Spoken Language Understanding. NAACL-HLT (Industry Papers) (2022)
Quynh Do, Judith Gaspers, Daniil Sorokin, Patrick Lehnen
Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models. Interspeech (2021)
Chao Wang, Judith Gaspers, Quynh Ngoc Thi Do, Hui Jiang
Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation. ACL/IJCNLP (Findings) (2021)
Judith Gaspers, Quynh Do, Daniil Sorokin, Patrick Lehnen
The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding. Interspeech (2021)
Judith Gaspers, Quynh Ngoc Thi Do, Fabian Triefenbach
Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding. INTERSPEECH (2020)
Judith Gaspers, Quynh Ngoc Thi Do, Fabian Triefenbach
Data balancing for boosting performance of low-frequency classes in Spoken Language Understanding. CoRR (2020)
Quynh Ngoc Thi Do, Judith Gaspers, Tobias Roding, Melanie Bradford
To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding? CoRR (2020)
Quynh Ngoc Thi Do, Judith Gaspers, Tobias Roding, Melanie Bradford
To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding? COLING (2020)
Quynh Ngoc Thi Do, Judith Gaspers
Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding. EMNLP/IJCNLP (1) (2019)
Quynh Ngoc Thi Do, Judith Gaspers
Cross-lingual transfer learning for spoken language understanding. CoRR (2019)
Quynh Ngoc Thi Do, Judith Gaspers
Cross-lingual Transfer Learning for Spoken Language Understanding. ICASSP (2019)
Abdalghani Abujabal, Judith Gaspers
Neural Named Entity Recognition from Subword Units. INTERSPEECH (2019)
Maximilian Panzner, Judith Gaspers, Philipp Cimiano
Modeling the Co-Emergence of Linguistic Constructions and Action Concepts: The Case of Action Verbs. IEEE Trans. Cogn. Dev. Syst. 11 (3) (2019)
Andrew Johnson, Penny Karanasou, Judith Gaspers, Dietrich Klakow
Cross-lingual Transfer Learning for Japanese Named Entity Recognition. NAACL-HLT (2) (2019)
Judith Gaspers, Penny Karanasou, Rajen Chatterjee
Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System. CoRR (2018)
Judith Gaspers, Penny Karanasou, Rajen Chatterjee
Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System. NAACL-HLT (3) (2018)
Abdalghani Abujabal, Judith Gaspers
Neural Named Entity Recognition from Subword Units. CoRR (2018)
Judith Gaspers, Philipp Cimiano, Katharina J. Rohlfing, Britta Wrede
Constructing a Language From Scratch: Combining Bottom-Up and Top-Down Learning Processes in a Computational Model of Language Acquisition. IEEE Trans. Cogn. Dev. Syst. 9 (2) (2017)
Maximilian Panzner, Judith Gaspers, Philipp Cimiano
Learning linguistic constructions grounded in qualitative action models. RO-MAN (2015)
Judith Gaspers, Philipp Cimiano, Britta Wrede
Semantic parsing of speech using grammars learned with weak supervision. HLT-NAACL (2015)
Judith Gaspers, Philipp Cimiano
A Computational Model for the Item-Based Induction of Construction Networks. Cogn. Sci. 38 (3) (2014)
Judith Gaspers, Anouschka Foltz, Philipp Cimiano
Towards the emergence of verb-general constructions and early representations for verb entries: Insights from a computational model. CogSci (2014)
Judith Gaspers, Philipp Cimiano
Learning a semantic parser from spoken utterances. ICASSP (2014)
Judith Gaspers, Philipp Cimiano
A usage-based model for the online induction of constructions from phoneme sequences. ICDL-EPIROB (2012)
Judith Gaspers, Kristina Thiele, Philipp Cimiano, Anouschka Foltz, Prisca Stenneken, Marko Tscherepanow
An evaluation of measures to dissociate language and communication disorders from healthy controls using machine learning techniques. IHI (2012)
Judith Gaspers, Philipp Cimiano, Sascha S. Griffiths, Britta Wrede
An unsupervised algorithm for the induction of constructions. ICDL-EPIROB (2011)
Matthias Nieuwenhuisen, Judith Gaspers, Oliver Tischler, Sven Behnke
Intuitive multimodal interaction and predictable behavior for the museum tour guide robot Robotinho. Humanoids (2010)