Nguyen Thi Ngoc Diep
10 papers · 2025–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (22) ⭐ Rising Star (10) 🤝 Dynamic Duo (10)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Core Methods
(5)
Natural Language Processing
(4)
Core AI
(3)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Deep Learning
(2)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(1)
Understanding
(1)
Keywords
relation extraction
(3)
few-shot learning
(3)
continual learning
(3)
knowledge distillation
(3)
representation learning
(2)
topic coherence
(2)
large language model
(2)
multilingual embedding
(2)
cross-tokenizer distillation
(2)
cross-lingual topic modeling
(2)
semantic alignment
(2)
robust optimization
(1)
dataset creation
(1)
data augmentation
(1)
optimal transport
(1)
metric learning
(1)
contrastive learning
(1)
prototype learning
(1)
sharpness-aware minimization
(1)
embedding learning
(1)
Papers
GloCTM: Cross-Lingual Topic Modeling via a Global Context Space
AAAI 2026
LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models
ACL 2026
SRA: Span Representation Alignment for Large Language Model Distillation
ACL 2026
TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation
ACL 2026
EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments
EMNLP 2025
Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction
NAACL 2025
MaGiX: A Multi-Granular Adaptive Graph Intelligence Framework for Enhancing Cross-Lingual RAG
EMNLP 2025
Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction
ACL 2025
Mutual-pairing Data Augmentation for Fewshot Continual Relation Extraction
NAACL 2025
ToVo: Toxicity Taxonomy via Voting
NAACL 2025