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Quynh Do

9 papers · 2019–2023 · 5 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 ↓
+2 more ↓ πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🌍 Conference Polyglot Β· Silver πŸ—ΊοΈ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird πŸ”₯ Unstoppable Β· Bronze
❓ The Questioner (2) πŸ“ˆ Trend Setter

Venues

Interspeech (3) ACL (2) EMNLP (2) COLING (1) EACL (1)

Top co-authors

Judith Gaspers (9) 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

Machine Learning (8) Application Areas (6) Natural Language Processing (5) Learning Types Β· Machine Learning (5) Applications (4) Deep Learning (2) Core Methods (2) Learning Types Β· Deep Learning (2) Resources & Methods (2) Artificial Intelligence (1) Core AI (1) Optimization & Theory (1)

Keywords

spoken language understanding (9) slot filling (2) intent classification (2) multi-task learning (1) online learning (1) 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) language model (1) data balancing (1) data selection (1) model drift (1) model deployment (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 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 with Data Selection for Large-Scale Spoken Language Understanding EMNLP 2019