← Authors

Judith Gaspers

19 papers · 2015–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (32) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (10) πŸ† Keyword Champion (3) 🀝 Dynamic Duo (10) πŸ—ƒοΈ Keyword Collector (57) ❓ The Questioner (2) ⚑ Prolific Year (5) πŸ’Ž Century Club (19) πŸ”₯ Unstoppable (6) πŸ“ˆ Trend Setter

Conferences

EMNLP (4) INTERSPEECH (4) NAACL (4) ACL (3) IJCNLP (2) COLING (1) EACL (1)

Top co-authors

Quynh Do (10) Daniil Sorokin (5) Patrick Lehnen (3) Chao Wang (2) Hui Jiang (2) Penny Karanasou (2) Thi Ngoc Quynh Do (2) Melanie Bradford (2) Abdalghani Abujabal (1) Mayank Kulkarni (1)

Research topics

Applications (1)

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