← Authors

Quynh Do

10 papers · 2019–2023 · 6 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) πŸ—ΊοΈ Taxonomy Completionist (18) 🀝 Dynamic Duo (10) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (5) πŸ’Ž Century Club (10) ❓ The Questioner (2)

Conferences

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

Top co-authors

Judith Gaspers (10) Daniil Sorokin (4) Patrick Lehnen (3) Melanie Bradford (2) Thomas Gueudre (1) Tobias Roeding (1) Chandana Prakash (1) Nicolas Anastassacos (1) Samuel Broscheit (1) Jin Cao (1)

Research topics

Applications (1)

Keywords

spoken language understanding (10) slot filling (2) cross-lingual transfer learning (2) intent classification (2) language model (2) domain generalization (1) transfer learning (1) domain adaptation (1) knowledge transfer (1) knowledge distillation (1) speech recognition (1) cross-lingual transfer (1) synthetic data generation (1) distribution drift (1) distributionally robust optimization (1) data balancing (1) data selection (1) model drift (1) model deployment (1) production system (1)

Papers

Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding ACL 2023
Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding ACL 2022
Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? EMNLP 2022
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
The impact of domain-specific representations on BERT-based multi-domain spoken language understanding EACL 2021
To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding? COLING 2020
Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding INTERSPEECH 2020
Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding IJCNLP 2019
Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding EMNLP 2019