Linh Ngo Van
29 papers · 2019–2026 · 7 conferences · across top CS/AI conferences
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Conferences
ACL (8)
AAAI (7)
NAACL (6)
EMNLP (4)
EACL (2)
ACML (1)
COLING (1)
Top co-authors
Keywords
knowledge distillation
(7)
continual learning
(6)
relation extraction
(6)
optimal transport
(6)
large language model
(5)
semantic alignment
(4)
few-shot learning
(4)
topic modeling
(4)
representation alignment
(4)
catastrophic forgetting
(3)
representation learning
(3)
model compression
(3)
topic coherence
(3)
cross-lingual topic modeling
(3)
document representation
(3)
contrastive learning
(3)
neural topic model
(3)
embedding learning
(2)
text embedding
(2)
text classification
(2)
Papers
TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation
ACL 2026
Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models
ACL 2026
SRA: Span Representation Alignment for Large Language Model Distillation
ACL 2026
MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation
ACL 2026
DWA-KD: Dual-Space Weighting and Time-Warped Alignment for Cross-Tokenizer Knowledge Distillation
EACL 2026
Beyond Coherence: Improving Temporal Consistency and Interpretability in Dynamic Topic Models
EACL 2026
GloCTM: Cross-Lingual Topic Modeling via a Global Context Space
AAAI 2026
MCW-KD: Multi-Cost Wasserstein Knowledge Distillation for Large Language Models
AAAI 2026
CTPD: Cross Tokenizer Preference Distillation
AAAI 2026
LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models
ACL 2026
GloCOM: A Short Text Neural Topic Model via Global Clustering Context
NAACL 2025
Mutual-pairing Data Augmentation for Fewshot Continual Relation Extraction
NAACL 2025
Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations
NAACL 2025
Improving Vietnamese-English Cross-Lingual Retrieval for Legal and General Domains
NAACL 2025
ToVo: Toxicity Taxonomy via Voting
NAACL 2025
Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction
NAACL 2025
Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective
AAAI 2025
Few-Shot, No Problem: Descriptive Continual Relation Extraction
AAAI 2025
Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction
ACL 2025
Topic Modeling for Short Texts via Optimal Transport-Based Clustering
ACL 2025
HiCOT: Improving Neural Topic Models via Optimal Transport and Contrastive Learning
ACL 2025
EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments
EMNLP 2025
Multi-Surrogate-Objective Optimization for Neural Topic Models
EMNLP 2025
MaGiX: A Multi-Granular Adaptive Graph Intelligence Framework for Enhancing Cross-Lingual RAG
EMNLP 2025
XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments
EMNLP 2025
Continual Relation Extraction via Sequential Multi-Task Learning
AAAI 2024
Selecting Optimal Context Sentences for Event-Event Relation Extraction
AAAI 2022
Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning
COLING 2022
From Implicit to Explicit Feedback: A deep neural network for modeling the sequential behavior of online users
ACML 2019