Judith Gaspers
17 papers · 2015–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (29)
ποΈ
Keyword Collector
(56)
π
Trend Setter
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
β
The Questioner
(2)
Top co-authors
Research topics
Machine Learning
(13)
Application Areas
(9)
Natural Language Processing
(8)
Artificial Intelligence
(7)
Learning Types Β· Machine Learning
(7)
Applications
(6)
Deep Learning
(4)
Core AI
(4)
Core Methods
(4)
Learning Paradigms
(4)
Learning Types Β· Deep Learning
(3)
Resources & Methods
(2)
Speech & Audio
(1)
Optimization & Theory
(1)
Recognition
(1)
Keywords
spoken language understanding
(11)
transfer learning
(3)
intent classification
(3)
cross-lingual transfer
(3)
knowledge distillation
(2)
cross-lingual transfer learning
(2)
language model
(2)
named entity recognition
(2)
domain generalization
(2)
slot filling
(2)
online learning
(1)
knowledge transfer
(1)
machine translation
(1)
speech recognition
(1)
multi-task learning
(1)
benchmark evaluation
(1)
sequence labeling
(1)
domain adaptation
(1)
semi-supervised learning
(1)
class-incremental 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
Class Incremental Learning for Intent Classification with Limited or No Old Data
EMNLP 2022
Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding
ACL 2022
Temporal Generalization for Spoken Language Understanding
NAACL 2022
Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned?
EMNLP 2022
Exploring Cross-Lingual Transfer Learning with Unsupervised Machine Translation
ACL 2021
Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models
Interspeech 2021
The impact of domain-specific representations on BERT-based multi-domain spoken language understanding
EACL 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 for Japanese Named Entity Recognition
NAACL 2019
Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding
EMNLP 2019
Neural Named Entity Recognition from Subword Units
Interspeech 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