Judith Gaspers

According to our database, Judith Gaspers authored at least 27 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

QuAILoRA: Quantization-Aware Initialization for LoRA.

Neal Lawton, Aishwarya Padmakumar, Judith Gaspers, Jack FitzGerald, Anoop Kumar, Greg Ver Steeg, Aram Galstyan

CoRR, 2024

2023

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

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022

Temporal Generalization for Spoken Language Understanding.

Judith Gaspers, Anoop Kumar, Greg Ver Steeg, Aram Galstyan

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned?

Quynh Do, Judith Gaspers, Daniil Sorokin, Patrick Lehnen

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding.

Samuel Broscheit, Quynh Do, Judith Gaspers

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding.

Judith Gaspers, Quynh Do, Daniil Sorokin, Patrick Lehnen

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models.

Quynh Do, Judith Gaspers, Daniil Sorokin, Patrick Lehnen

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation.

Chao Wang, Judith Gaspers, Quynh Ngoc Thi Do, Hui Jiang

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding.

Judith Gaspers, Quynh Ngoc Thi Do, Fabian Triefenbach

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

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

Proceedings of the 28th International Conference on Computational Linguistics, 2020

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

Cross-lingual Transfer Learning for Japanese Named Entity Recognition.

Andrew Johnson, Penny Karanasou, Judith Gaspers, Dietrich Klakow

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Neural Named Entity Recognition from Subword Units.

Abdalghani Abujabal, Judith Gaspers

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Cross-lingual Transfer Learning for Spoken Language Understanding.

Quynh Ngoc Thi Do, Judith Gaspers

Proceedings of the IEEE International Conference on Acoustics, 2019

Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding.

Quynh Ngoc Thi Do, Judith Gaspers

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System.

Judith Gaspers, Penny Karanasou, Rajen Chatterjee

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

2017

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

2015

Learning linguistic constructions grounded in qualitative action models.

Maximilian Panzner, Judith Gaspers, Philipp Cimiano

Proceedings of the 24th IEEE International Symposium on Robot and Human Interactive Communication, 2015

Semantic parsing of speech using grammars learned with weak supervision.

Judith Gaspers, Philipp Cimiano, Britta Wrede

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

2014

A usage-based model for the acquisition of syntactic constructions and its application in spoken language understanding

Judith Gaspers

PhD thesis, 2014

A Computational Model for the Item-Based Induction of Construction Networks.

Judith Gaspers, Philipp Cimiano

Cogn. Sci., 2014

Learning a semantic parser from spoken utterances.

Judith Gaspers, Philipp Cimiano

Proceedings of the IEEE International Conference on Acoustics, 2014

Towards the emergence of verb-general constructions and early representations for verb entries: Insights from a computational model.

Judith Gaspers, Anouschka Foltz, Philipp Cimiano

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

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

Proceedings of the ACM International Health Informatics Symposium, 2012

A usage-based model for the online induction of constructions from phoneme sequences.

Judith Gaspers, Philipp Cimiano

Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012

2011

An unsupervised algorithm for the induction of constructions.

Judith Gaspers, Philipp Cimiano, Sascha S. Griffiths, Britta Wrede

Proceedings of the 1st International Conference on Development and Learning and on Epigenetic Robotics, 2011

2010

Intuitive multimodal interaction and predictable behavior for the museum tour guide robot Robotinho.

Matthias Nieuwenhuisen, Judith Gaspers, Oliver Tischler, Sven Behnke

Proceedings of the 10th IEEE-RAS International Conference on Humanoid Robots, 2010