Minh-Phuong Nguyen

3 papers · 2023–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

ACL (1) COLING (1) Interspeech (1)

Top co-authors

Le-Minh Nguyen (2) Dinh-Truong Do (2) Truong Do (1) Le -Minh Nguyen (1)

Research topics

Natural Language Processing (3) Artificial Intelligence (2) Deep Learning (2) Applications (2) Learning Types · Deep Learning (2) Machine Learning (1) Core AI (1) Generation (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Resources & Methods (1)

Keywords

semantic parsing (2) contrastive learning (1) zero-shot learning (1) knowledge distillation (1) data augmentation (1) task-oriented dialogue (1) spoken language understanding (1) hierarchical structure (1) pre-trained language model (1) grammar constraint (1) chain-of-thought prompting (1) structural pruning (1) structure-aware learning (1) dialogue system (1) multilingual model (1) task-oriented dialog (1) structure-aware representation (1) model compression (1) vocabulary pruning (1)

Papers

PruneSLU: Efficient On-device Spoken Language Understanding through Vocabulary and Structural Pruning Interspeech 2025 ZeLa: Advancing Zero-Shot Multilingual Semantic Parsing with Large Language Models and Chain-of-Thought Strategies COLING 2024 StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints ACL 2023