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Judith Gaspers
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2020 – today
- 2023
- [c22]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: 447-456 - 2022
- [c21]Samuel Broscheit, Quynh Do, Judith Gaspers:
Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding. ACL (1) 2022: 1970-1985 - [c20]Quynh Do, Judith Gaspers, Daniil Sorokin, Patrick Lehnen:
Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? EMNLP (Industry Track) 2022: 121-127 - [c19]Judith Gaspers, Anoop Kumar, Greg Ver Steeg, Aram Galstyan:
Temporal Generalization for Spoken Language Understanding. NAACL-HLT (Industry Papers) 2022: 37-44 - 2021
- [c18]Chao Wang, Judith Gaspers, Quynh Ngoc Thi Do, Hui Jiang:
Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation. ACL/IJCNLP (Findings) 2021: 2011-2020 - [c17]Quynh Do, Judith Gaspers, Daniil Sorokin, Patrick Lehnen:
Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models. Interspeech 2021: 1249-1253 - [c16]Judith Gaspers, Quynh Do, Daniil Sorokin, Patrick Lehnen:
The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding. Interspeech 2021: 4708-4712 - 2020
- [c15]Quynh Ngoc Thi Do, Judith Gaspers, Tobias Röding, Melanie Bradford:
To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding? COLING 2020: 2699-2709 - [c14]Judith Gaspers, Quynh Ngoc Thi Do, Fabian Triefenbach:
Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding. INTERSPEECH 2020: 1560-1564 - [i5]Judith Gaspers, Quynh Ngoc Thi Do, Fabian Triefenbach:
Data balancing for boosting performance of low-frequency classes in Spoken Language Understanding. CoRR abs/2008.02603 (2020) - [i4]Quynh Ngoc Thi Do, Judith Gaspers, Tobias Röding, Melanie Bradford:
To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding? CoRR abs/2011.05007 (2020)
2010 – 2019
- 2019
- [j3]Maximilian Panzner
, Judith Gaspers
Modeling the Co-Emergence of Linguistic Constructions and Action Concepts: The Case of Action Verbs. IEEE Trans. Cogn. Dev. Syst. 11(3): 435-449 (2019) - [c13]Quynh Ngoc Thi Do, Judith Gaspers:
Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding. EMNLP/IJCNLP (1) 2019: 1455-1460 - [c12]Quynh Ngoc Thi Do, Judith Gaspers:
Cross-lingual Transfer Learning for Spoken Language Understanding. ICASSP 2019: 5956-5960 - [c11]Abdalghani Abujabal, Judith Gaspers:
Neural Named Entity Recognition from Subword Units. INTERSPEECH 2019: 2663-2667 - [c10]Andrew Johnson, Penny Karanasou, Judith Gaspers, Dietrich Klakow:
Cross-lingual Transfer Learning for Japanese Named Entity Recognition. NAACL-HLT (2) 2019: 182-189 - [i3]Quynh Ngoc Thi Do, Judith Gaspers:
Cross-lingual transfer learning for spoken language understanding. CoRR abs/1904.01825 (2019) - 2018
- [c9]Judith Gaspers, Penny Karanasou, Rajen Chatterjee:
Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System. NAACL-HLT (3) 2018: 137-144 - [i2]Judith Gaspers, Penny Karanasou, Rajen Chatterjee:
Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System. CoRR abs/1805.09119 (2018) - [i1]Abdalghani Abujabal, Judith Gaspers:
Neural Named Entity Recognition from Subword Units. CoRR abs/1808.07364 (2018) - 2017
- [j2]Judith Gaspers
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): 183-196 (2017) - 2015
- [c8]Judith Gaspers, Philipp Cimiano, Britta Wrede:
Semantic parsing of speech using grammars learned with weak supervision. HLT-NAACL 2015: 872-881 - [c7]Maximilian Panzner, Judith Gaspers, Philipp Cimiano:
Learning linguistic constructions grounded in qualitative action models. RO-MAN 2015: 121-127 - 2014
- [b1]Judith Gaspers:
A usage-based model for the acquisition of syntactic constructions and its application in spoken language understanding. Bielefeld University, Germany, 2014 - [j1]Judith Gaspers, Philipp Cimiano
A Computational Model for the Item-Based Induction of Construction Networks. Cogn. Sci. 38(3): 439-488 (2014) - [c6]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 - [c5]Judith Gaspers, Philipp Cimiano:
Learning a semantic parser from spoken utterances. ICASSP 2014: 3201-3205 - 2012
- [c4]Judith Gaspers, Philipp Cimiano
A usage-based model for the online induction of constructions from phoneme sequences. ICDL-EPIROB 2012: 1-6 - [c3]Judith Gaspers, Kristina Thiele
An evaluation of measures to dissociate language and communication disorders from healthy controls using machine learning techniques. IHI 2012: 209-218 - 2011
- [c2]Judith Gaspers, Philipp Cimiano
An unsupervised algorithm for the induction of constructions. ICDL-EPIROB 2011: 1-6 - 2010
- [c1]Matthias Nieuwenhuisen
Intuitive multimodal interaction and predictable behavior for the museum tour guide robot Robotinho. Humanoids 2010: 653-658
Coauthor Index
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