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Linh Ngo Van

Hanoi University of Science and Technology, HUST, School of Information and Communication Technology, Vietnam

35 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0011-5137 ↗

Venues

ACL ×11EMNLP ×7NAACL ×7AAAI ×6EACL ×2NeurIPS ×2

Frequent coauthors

Hoang Tran Vuong
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Quoc Phong Dao
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Minh Le
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Tue Le
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Tinh Son Luong
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Thanh-Thien Le
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Thanh Vinh Nguyen
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Truong Nguyen
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Duc Trung Vu
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Nguyen Tien Phat
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Minh Chu Xuan
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Phung Gia Huy
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Papers

  1. Beyond Coherence: Improving Temporal Consistency and Interpretability in Dynamic Topic Models
    EACL 2026 ·
    Thanh Vinh Nguyen
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  2. CTPD: Cross Tokenizer Preference Distillation
    AAAI 2026 ·
    Truong Nguyen
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  3. DWA-KD: Dual-Space Weighting and Time-Warped Alignment for Cross-Tokenizer Knowledge Distillation
    EACL 2026 ·
    Duc Trung Vu
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  4. GloCTM: Cross-Lingual Topic Modeling via a Global Context Space
    AAAI 2026 ·
    Nguyen Tien Phat
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  5. LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models
    ACL 2026 ·
    Minh Chu Xuan
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  6. MCW-KD: Multi-Cost Wasserstein Knowledge Distillation for Large Language Models
    AAAI 2026 ·
    Hoang Tran Vuong
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  7. MIPIC: Matryoshka Representation Learning via Self-Distilled Intra-Relational and Progressive Information Chaining
    ACL 2026 ·
    Phung Gia Huy
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  8. MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation
    ACL 2026 ·
    Pham Khanh Chi
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  9. MemORAI: Memory Organization and Retrieval via Adaptive Graph Intelligence for LLM Conversational Agents
    ACL 2026 ·
    Hung Pham Van
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  10. Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models
    ACL 2026 ·
    Chien Van Nguyen
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  11. SRA: Span Representation Alignment for Large Language Model Distillation
    ACL 2026 ·
    Quoc Phong Dao
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  12. TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation
    ACL 2026 ·
    Quoc Phong Dao
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  13. Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective
    AAAI 2025 ·
    Minh Le
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  14. EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments
    EMNLP 2025 ·
    Minh-Phuc Truong
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  15. Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction
    NAACL 2025 ·
    Anh Duc Le
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  16. Few-Shot, No Problem: Descriptive Continual Relation Extraction
    AAAI 2025 ·
    Nguyen Xuan Thanh
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  17. GloCOM: A Short Text Neural Topic Model via Global Clustering Context
    NAACL 2025 ·
    Quang Duc Nguyen
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  18. HiCOT: Improving Neural Topic Models via Optimal Transport and Contrastive Learning
    ACL 2025 ·
    Hoang Tran Vuong
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  19. Improving Vietnamese-English Cross-Lingual Retrieval for Legal and General Domains
    NAACL 2025 ·
    Toan Ngoc Nguyen
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  20. MaGiX: A Multi-Granular Adaptive Graph Intelligence Framework for Enhancing Cross-Lingual RAG
    EMNLP 2025 ·
    Nguyen Manh Hieu
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  21. Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction
    ACL 2025 ·
    Thanh Duc Pham
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  22. Multi-Surrogate-Objective Optimization for Neural Topic Models
    EMNLP 2025 ·
    Tue Le
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  23. Mutual-pairing Data Augmentation for Fewshot Continual Relation Extraction
    NAACL 2025 ·
    Nguyen Hoang Anh
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  24. Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations
    NAACL 2025 ·
    Tung Nguyen
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  25. ToVo: Toxicity Taxonomy via Voting
    NAACL 2025 ·
    Tinh Son Luong
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  26. Token-Level Self-Play with Importance-Aware Guidance for Large Language Models
    NeurIPS 2025 ·
    Tue Le
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  27. Topic Modeling for Short Texts via Optimal Transport-Based Clustering
    ACL 2025 ·
    Tu Vu
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  28. XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments
    EMNLP 2025 ·
    Tien-Phat Nguyen
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  29. Continual Relation Extraction via Sequential Multi-Task Learning
    AAAI 2024 ·
    Thanh-Thien Le
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  30. Lifelong Event Detection via Optimal Transport
    EMNLP 2024 ·
    Viet Dao
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  31. Mixture of Experts Meets Prompt-Based Continual Learning
    NeurIPS 2024 ·
    Minh Le
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  32. NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization
    EMNLP 2024 ·
    Duy-Tung Pham
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  33. Preserving Generalization of Language models in Few-shot Continual Relation Extraction
    EMNLP 2024 ·
    Quyen Tran
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  34. Realistic Evaluation of Toxicity in Large Language Models
    ACL 2024 ·
    Tinh Son Luong
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  35. SharpSeq: Empowering Continual Event Detection through Sharpness-Aware Sequential-task Learning
    NAACL 2024 ·
    Thanh-Thien Le
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