Dinh-Truong Do

5 papers · 2023–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)

Venues

AAAI (2) AACL (1) ACL (1) COLING (1)

Top co-authors

Le-Minh Nguyen (4) Hoang-An Trieu (2) Yuji Matsumoto (2) Van-Thuy Phi (2) Minh-Phuong Nguyen (2) Nguyen-Khang Le (1)

Research topics

Natural Language Processing (5) Resources & Methods (4) Artificial Intelligence (3) Machine Learning (3) Application Areas (2) Applications (2) Learning Paradigms (2) Deep Learning (1) Core AI (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

semantic parsing (2) domain adaptation (1) knowledge extraction (1) multilingual nlp (1) data augmentation (1) task-oriented dialogue (1) hierarchical structure (1) pre-trained language model (1) grammar constraint (1) chain-of-thought prompting (1) speculative decoding (1) model acceleration (1) structure-aware learning (1) dialogue system (1) multilingual model (1) entity annotation (1) task-oriented dialog (1) structure-aware representation (1) vocabulary adaptation (1) scientific literature (1)

Papers

AdaSpec: Adaptive Multilingual Speculative Decoding with Self-Synthesized Language-Aware Training and Vocabulary Simplification AAAI 2026 Docora: A System for Interactive Knowledge Extraction and Visualization from Scientific PDFs AAAI 2026 A Hybrid LLM and Supervised Model Pipeline for Polymer Property Extraction from Tables in Scientific Literature AACL 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