Le-Minh Nguyen
16 papers · 2006–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Ultra π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (32)
π§
Keyword Pioneer
ποΈ
Keyword Collector
(68)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(10)
Natural Language Processing
(10)
Resources & Methods
(8)
Artificial Intelligence
(6)
Learning Types
(6)
Deep Learning
(4)
Application Areas
(4)
Applications
(4)
Core AI
(4)
Architectures
(3)
Generation
(2)
Learning Paradigms
(2)
Models
(2)
Interdisciplinary
(1)
Core Methods
(1)
Keywords
dialogue system
(3)
low-resource language
(3)
large language model
(3)
speculative decoding
(3)
multilingual nlp
(2)
semantic parsing
(2)
data augmentation
(2)
word embedding
(2)
attention mechanism
(2)
natural language generation
(2)
model acceleration
(2)
document summarization
(1)
knowledge extraction
(1)
neural machine translation
(1)
extractive summarization
(1)
domain adaptation
(1)
zero-shot learning
(1)
task-oriented dialogue
(1)
variational inference
(1)
adversarial training
(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
UniSpec: Training-Free Speculative Decoding for Robust LLM Acceleration Across Languages and Hardware
ACL 2026
LangCompress: Language-Aware Compression of Large Language Models
IJCNLP 2025
SPECTRA: Faster Large Language Model Inference with Optimized Internal and External Speculation
ACL 2025
VMLU Benchmarks: A comprehensive benchmark toolkit for Vietnamese LLMs
ACL 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
Multi Graph Neural Network for Extractive Long Document Summarization
COLING 2022
Improving Multilingual Neural Machine Translation For Low-Resource Languages: French, English - Vietnamese
AACL 2020
Overcoming the Rare Word Problem for low-resource language pairs in Neural Machine Translation
EMNLP 2019
Adversarial Domain Adaptation for Variational Neural Language Generation in Dialogue Systems
COLING 2018
Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems
CoNLL 2018
Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks
CoNLL 2017
A Multilingual Dependency Analysis System Using Online Passive-Aggressive Learning
EMNLP 2007
Semantic Parsing with Structured SVM Ensemble Classification Models
ACL 2006