Judith Gaspers
19 papers · 2015–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (10) 🌍 Conference Polyglot (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
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Hot Topic Early Bird
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Conference Polyglot
(7)
🏃
Academic Marathon
(10)
🏆
Keyword Champion
(3)
🤝
Dynamic Duo
(10)
🗃️
Keyword Collector
(57)
❓
The Questioner
(2)
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Prolific Year
(5)
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Century Club
(19)
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Unstoppable
(6)
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Trend Setter
Conferences
EMNLP (4)
INTERSPEECH (4)
NAACL (4)
ACL (3)
IJCNLP (2)
COLING (1)
EACL (1)
Top co-authors
Research topics
Keywords
spoken language understanding
(12)
intent classification
(3)
cross-lingual transfer learning
(3)
transfer learning
(3)
language model
(3)
cross-lingual transfer
(3)
knowledge distillation
(2)
slot filling
(2)
named entity recognition
(2)
domain generalization
(2)
online learning
(1)
knowledge transfer
(1)
machine translation
(1)
speech recognition
(1)
multi-task learning
(1)
benchmark evaluation
(1)
sequence labeling
(1)
natural language understanding
(1)
domain adaptation
(1)
semi-supervised learning
(1)
Papers
MASSIVE-Agents: A Benchmark for Multilingual Function-Calling in 52 Languages
EMNLP 2025
Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding
ACL 2023
Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned?
EMNLP 2022
Class Incremental Learning for Intent Classification with Limited or No Old Data
EMNLP 2022
Temporal Generalization for Spoken Language Understanding
NAACL 2022
Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding
ACL 2022
Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation
ACL 2021
The impact of domain-specific representations on BERT-based multi-domain spoken language understanding
EACL 2021
Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation
IJCNLP 2021
Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models
INTERSPEECH 2021
The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding
INTERSPEECH 2021
Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding
INTERSPEECH 2020
To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding?
COLING 2020
Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding
IJCNLP 2019
Cross-lingual Transfer Learning for Japanese Named Entity Recognition
NAACL 2019
Neural Named Entity Recognition from Subword Units
INTERSPEECH 2019
Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding
EMNLP 2019
Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System
NAACL 2018
Semantic parsing of speech using grammars learned with weak supervision
NAACL 2015