Judith Gaspers

34 papers A 4B 3Misc 2Journal 9Unranked 15
YearRankTypeTitle / Venue / Authors
2025 — conf
MASSIVE-Agents: A Benchmark for Multilingual Function-Calling in 52 Languages.
EMNLP (Findings)
Mayank Kulkarni, Vittorio Mazzia, Judith Gaspers, Chris Hench, Jack FitzGerald
2024 — conf
QuAILoRA: Quantization-Aware Initialization for LoRA.
ENLSP
Neal Lawton, Aishwarya Padmakumar, Judith Gaspers, Jack FitzGerald, Anoop Kumar, Greg Ver Steeg, Aram Galstyan
2024 J jnl
QuAILoRA: Quantization-Aware Initialization for LoRA.
CoRR
Neal Lawton, Aishwarya Padmakumar, Judith Gaspers, Jack FitzGerald, Anoop Kumar, Greg Ver Steeg, Aram Galstyan
2023 — conf
Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding.
ACL (industry)
Jonathan J. Hüser, Judith Gaspers, Thomas Gueudré, Chandana Satya Prakash, Jin Cao, Daniil Sorokin, Quynh Do, Nicolas Anastassacos, Tobias Falke, Turan Gojayev
2022 — conf
Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding.
ACL (1)
Samuel Broscheit, Quynh Do, Judith Gaspers
2022 — conf
Temporal Generalization for Spoken Language Understanding.
NAACL-HLT (Industry Papers)
Judith Gaspers, Anoop Kumar, Greg Ver Steeg, Aram Galstyan
2022 — conf
Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned?
EMNLP (Industry Track)
Quynh Do, Judith Gaspers, Daniil Sorokin, Patrick Lehnen
2021 — conf
Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation.
ACL/IJCNLP (Findings)
Chao Wang, Judith Gaspers, Quynh Ngoc Thi Do, Hui Jiang
2021 A conf
Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models.
Interspeech
Quynh Do, Judith Gaspers, Daniil Sorokin, Patrick Lehnen
2021 A conf
The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding.
Interspeech
Judith Gaspers, Quynh Do, Daniil Sorokin, Patrick Lehnen
2020 A conf
Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding.
INTERSPEECH
Judith Gaspers, Quynh Ngoc Thi Do, Fabian Triefenbach
2020 J jnl
Data balancing for boosting performance of low-frequency classes in Spoken Language Understanding.
CoRR
Judith Gaspers, Quynh Ngoc Thi Do, Fabian Triefenbach
2020 B conf
To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding?
COLING
Quynh Ngoc Thi Do, Judith Gaspers, Tobias Röding, Melanie Bradford
2020 J jnl
To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding?
CoRR
Quynh Ngoc Thi Do, Judith Gaspers, Tobias Röding, Melanie Bradford
2019 — conf
Cross-lingual Transfer Learning for Japanese Named Entity Recognition.
NAACL-HLT (2)
Andrew Johnson, Penny Karanasou, Judith Gaspers, Dietrich Klakow
2019 Misc conf
Cross-lingual Transfer Learning for Spoken Language Understanding.
ICASSP
Quynh Ngoc Thi Do, Judith Gaspers
2019 — conf
Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding.
EMNLP/IJCNLP (1)
Quynh Ngoc Thi Do, Judith Gaspers
2019 J jnl
Cross-lingual transfer learning for spoken language understanding.
CoRR
Quynh Ngoc Thi Do, Judith Gaspers
2019 J jnl
Modeling the Co-Emergence of Linguistic Constructions and Action Concepts: The Case of Action Verbs.
IEEE Trans. Cogn. Dev. Syst.
Maximilian Panzner, Judith Gaspers, Philipp Cimiano
2019 A conf
Neural Named Entity Recognition from Subword Units.
INTERSPEECH
Abdalghani Abujabal, Judith Gaspers
2018 J jnl
Neural Named Entity Recognition from Subword Units.
CoRR
Abdalghani Abujabal, Judith Gaspers
2018 — conf
Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System.
NAACL-HLT (3)
Judith Gaspers, Penny Karanasou, Rajen Chatterjee
2018 J jnl
Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System.
CoRR
Judith Gaspers, Penny Karanasou, Rajen Chatterjee
2017 J jnl
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.
Judith Gaspers, Philipp Cimiano, Katharina J. Rohlfing, Britta Wrede
2015 B conf
Learning linguistic constructions grounded in qualitative action models.
RO-MAN
Maximilian Panzner, Judith Gaspers, Philipp Cimiano
2015 — conf
Semantic parsing of speech using grammars learned with weak supervision.
HLT-NAACL
Judith Gaspers, Philipp Cimiano, Britta Wrede
2014 J jnl
A Computational Model for the Item-Based Induction of Construction Networks.
Cogn. Sci.
Judith Gaspers, Philipp Cimiano
2014 — —
A usage-based model for the acquisition of syntactic constructions and its application in spoken language understanding
Judith Gaspers
2014 Misc conf
Learning a semantic parser from spoken utterances.
ICASSP
Judith Gaspers, Philipp Cimiano
2014 B conf
Towards the emergence of verb-general constructions and early representations for verb entries: Insights from a computational model.
CogSci
Judith Gaspers, Anouschka Foltz, Philipp Cimiano
2012 — conf
A usage-based model for the online induction of constructions from phoneme sequences.
ICDL-EPIROB
Judith Gaspers, Philipp Cimiano
2012 — conf
An evaluation of measures to dissociate language and communication disorders from healthy controls using machine learning techniques.
IHI
Judith Gaspers, Kristina Thiele, Philipp Cimiano, Anouschka Foltz, Prisca Stenneken, Marko Tscherepanow
2011 — conf
An unsupervised algorithm for the induction of constructions.
ICDL-EPIROB
Judith Gaspers, Philipp Cimiano, Sascha S. Griffiths, Britta Wrede
2010 — conf
Intuitive multimodal interaction and predictable behavior for the museum tour guide robot Robotinho.
Humanoids
Matthias Nieuwenhuisen, Judith Gaspers, Oliver Tischler, Sven Behnke