PPaperPicks

Linh Ngo Van

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

36 papers at tracked venues · 20 at CORE A* · active 2024–2026

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

Venues

ACL ×11EMNLP ×7NAACL ×7AAAI ×6EACL ×2NeurIPS ×2FSE ×1

Frequent coauthors

Thien Huu Nguyen
×23
Trung Le
×16
Nguyen Thi Ngoc Diep
×11
Tung Nguyen
×9
Nam Le Hai
×7
Thanh-Thien Le
×7
Sang Dinh
×7
Quyen Tran
×6
Dinh Viet Sang
×5
Hoang Tran Vuong
×5
Tue Le
×5
Nguyen Xuan Thanh
×4

Papers

  1. Beyond Coherence: Improving Temporal Consistency and Interpretability in Dynamic Topic Models
    EACL 2026 ·
    Thanh Vinh Nguyen
    ,
    Ngo Van Dong
    ,
    Minh Chu Xuan
    ,
    Tung Nguyen
    , Linh Ngo Van,
    Dinh Viet Sang
    ,
    Trung Le
  2. CTPD: Cross Tokenizer Preference Distillation
    AAAI 2026 ·
    Truong Nguyen
    ,
    Phi Van Dat
    ,
    Ngan Nguyen
    , Linh Ngo Van,
    Trung Le
    ,
    Thanh Hong Nguyen
  3. DWA-KD: Dual-Space Weighting and Time-Warped Alignment for Cross-Tokenizer Knowledge Distillation
    EACL 2026 ·
    Duc Trung Vu
    ,
    Chi Pham Khanh
    ,
    Phi Van Dat
    , Ngo Van Linh,
    Dinh Viet Sang
    ,
    Trung Le
  4. Do Not Treat Code as Natural Language: Implications for Repository-Level Code Generation and Beyond
    FSE 2026 ·
    Minh Le-Anh
    ,
    Huyen Nguyen
    ,
    Khanh An Tran
    ,
    Nam Le Hai
    , Linh Ngo Van,
    Nghi D. Q. Bui
    ,
    Bach Le
  5. GloCTM: Cross-Lingual Topic Modeling via a Global Context Space
    AAAI 2026 ·
    Nguyen Tien Phat
    ,
    Ngo Vu Minh
    , Linh Ngo Van,
    Nguyen Thi Ngoc Diep
    ,
    Thien Huu Nguyen
  6. LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models
    ACL 2026 ·
    Minh Chu Xuan
    ,
    Tien-Phat Nguyen
    , Linh Ngo Van,
    Dinh Viet Sang
    ,
    Nguyen Thi Ngoc Diep
    ,
    Trung Le
  7. MCW-KD: Multi-Cost Wasserstein Knowledge Distillation for Large Language Models
    AAAI 2026 ·
    Hoang Tran Vuong
    ,
    Tue Le
    ,
    Quyen Tran
    , Linh Ngo Van,
    Trung Le
  8. MIPIC: Matryoshka Representation Learning via Self-Distilled Intra-Relational and Progressive Information Chaining
    ACL 2026 ·
    Phung Gia Huy
    ,
    Hai An Vu
    ,
    Minh-Phuc Truong
    ,
    Thang Duc Tran
    , Linh Ngo Van,
    Thanh Hong Nguyen
    ,
    Trung Le
  9. MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation
    ACL 2026 ·
    Pham Khanh Chi
    ,
    Quoc Phong Dao
    ,
    Thuat Nguyen
    , Linh Ngo Van,
    Trung Le
    ,
    Thanh Hong Nguyen
  10. MemORAI: Memory Organization and Retrieval via Adaptive Graph Intelligence for LLM Conversational Agents
    ACL 2026 ·
    Hung Pham Van
    ,
    Nguyen Manh Hieu
    ,
    Khang Pham Tran Tuan
    ,
    Nam Le Hai
    , Linh Ngo Van,
    Nguyen Thi Ngoc Diep
    ,
    Trung Le
  11. Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models
    ACL 2026 ·
    Chien Van Nguyen
    ,
    Ryan A. Rossi
    , Linh Ngo Van,
    Franck Dernoncourt
    ,
    Thien Huu Nguyen
  12. SRA: Span Representation Alignment for Large Language Model Distillation
    ACL 2026 ·
    Quoc Phong Dao
    ,
    Hoang Son Nguyen
    ,
    Pham Khanh Chi
    ,
    Tung Nguyen
    , Linh Ngo Van,
    Nguyen Thi Ngoc Diep
    ,
    Trung Le
  13. TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation
    ACL 2026 ·
    Quoc Phong Dao
    ,
    Hoang Son Nguyen
    ,
    Pham Khanh Chi
    , Linh Ngo Van,
    Nguyen Thi Ngoc Diep
    ,
    Thien Huu Nguyen
    ,
    Trung Le
  14. Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective
    AAAI 2025 ·
    Minh Le
    ,
    Tien Ngoc Luu
    ,
    An Nguyen The
    ,
    Thanh-Thien Le
    ,
    Trang Nguyen
    ,
    Tung Thanh Nguyen
    , Linh Ngo Van,
    Thien Huu Nguyen
  15. EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments
    EMNLP 2025 ·
    Minh-Phuc Truong
    ,
    Hai An Vu
    ,
    Tu Vu
    ,
    Nguyen Thi Ngoc Diep
    , Linh Van Ngo,
    Thien Huu Nguyen
    ,
    Trung Le
  16. Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction
    NAACL 2025 ·
    Anh Duc Le
    ,
    Nam Le Hai
    ,
    Thanh Xuan Nguyen
    , Linh Ngo Van,
    Nguyen Thi Ngoc Diep
    ,
    Sang Dinh
    ,
    Thien Huu Nguyen
  17. Few-Shot, No Problem: Descriptive Continual Relation Extraction
    AAAI 2025 ·
    Nguyen Xuan Thanh
    ,
    Anh Duc Le
    ,
    Quyen Tran
    ,
    Thanh-Thien Le
    , Linh Ngo Van,
    Thien Huu Nguyen
  18. GloCOM: A Short Text Neural Topic Model via Global Clustering Context
    NAACL 2025 ·
    Quang Duc Nguyen
    ,
    Tung Nguyen
    ,
    Duc Anh Nguyen
    , Linh Ngo Van,
    Sang Dinh
    ,
    Thien Huu Nguyen
  19. HiCOT: Improving Neural Topic Models via Optimal Transport and Contrastive Learning
    ACL 2025 ·
    Hoang Tran Vuong
    ,
    Tue Le
    ,
    Tu Vu
    ,
    Tung Nguyen
    , Linh Ngo Van,
    Sang Dinh
    ,
    Thien Huu Nguyen
  20. Improving Vietnamese-English Cross-Lingual Retrieval for Legal and General Domains
    NAACL 2025 ·
    Toan Ngoc Nguyen
    ,
    Nam Le Hai
    ,
    Nguyen Doan Hieu
    ,
    Dai An Nguyen
    , Linh Ngo Van,
    Thien Huu Nguyen
    ,
    Sang Dinh
  21. MaGiX: A Multi-Granular Adaptive Graph Intelligence Framework for Enhancing Cross-Lingual RAG
    EMNLP 2025 ·
    Nguyen Manh Hieu
    ,
    Vu Lam Anh
    ,
    Hung Pham Van
    ,
    Nam Le Hai
    , Ngo Van Linh,
    Nguyen Thi Ngoc Diep
    ,
    Thien Huu Nguyen
  22. Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction
    ACL 2025 ·
    Thanh Duc Pham
    ,
    Nam Le Hai
    , Linh Ngo Van,
    Nguyen Thi Ngoc Diep
    ,
    Sang Dinh
    ,
    Thien Huu Nguyen
  23. Multi-Surrogate-Objective Optimization for Neural Topic Models
    EMNLP 2025 ·
    Tue Le
    ,
    Hoang Tran Vuong
    ,
    Tung Nguyen
    , Linh Ngo Van,
    Dinh Viet Sang
    ,
    Trung Le
    ,
    Thien Huu Nguyen
  24. Mutual-pairing Data Augmentation for Fewshot Continual Relation Extraction
    NAACL 2025 ·
    Nguyen Hoang Anh
    ,
    Quyen Tran
    ,
    Thanh Xuan Nguyen
    ,
    Nguyen Thi Ngoc Diep
    , Linh Ngo Van,
    Thien Huu Nguyen
    ,
    Trung Le
  25. Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations
    NAACL 2025 ·
    Tung Nguyen
    ,
    Tue Le
    ,
    Hoang Tran Vuong
    ,
    Quang Duc Nguyen
    ,
    Duc Anh Nguyen
    , Linh Ngo Van,
    Sang Dinh
    ,
    Thien Huu Nguyen
  26. ToVo: Toxicity Taxonomy via Voting
    NAACL 2025 ·
    Tinh Son Luong
    ,
    Thanh-Thien Le
    ,
    Thang Viet Doan
    , Linh Ngo Van,
    Thien Huu Nguyen
    ,
    Nguyen Thi Ngoc Diep
  27. Token-Level Self-Play with Importance-Aware Guidance for Large Language Models
    NeurIPS 2025 ·
    Tue Le
    ,
    Hoang Tran Vuong
    ,
    Quyen Tran
    , Linh Van Ngo,
    Mehrtash Harandi
    ,
    Trung Le
  28. Topic Modeling for Short Texts via Optimal Transport-Based Clustering
    ACL 2025 ·
    Tu Vu
    ,
    Manh Do
    ,
    Tung Nguyen
    , Ngo Van Linh,
    Sang Dinh
    ,
    Thien Huu Nguyen
  29. XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments
    EMNLP 2025 ·
    Tien-Phat Nguyen
    ,
    Vu Minh Ngo
    ,
    Tung Nguyen
    , Linh Ngo Van,
    Duc Anh Nguyen
    ,
    Dinh Viet Sang
    ,
    Trung Le
  30. Continual Relation Extraction via Sequential Multi-Task Learning
    AAAI 2024 ·
    Thanh-Thien Le
    ,
    Manh Nguyen
    ,
    Tung Thanh Nguyen
    , Ngo Van Linh,
    Thien Huu Nguyen
  31. Lifelong Event Detection via Optimal Transport
    EMNLP 2024 ·
    Viet Dao
    ,
    Van-Cuong Pham
    ,
    Quyen Tran
    ,
    Thanh-Thien Le
    , Linh Ngo Van,
    Thien Huu Nguyen
  32. Mixture of Experts Meets Prompt-Based Continual Learning
    NeurIPS 2024 ·
    Minh Le
    ,
    An Nguyen The
    ,
    Huy Nguyen
    ,
    Trang Nguyen
    ,
    Trang Pham
    , Linh Ngo Van,
    Nhat Ho
  33. NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization
    EMNLP 2024 ·
    Duy-Tung Pham
    ,
    Thien Trang Nguyen Vu
    ,
    Tung Nguyen
    , Linh Ngo Van,
    Duc Anh Nguyen
    ,
    Thien Huu Nguyen
  34. Preserving Generalization of Language models in Few-shot Continual Relation Extraction
    EMNLP 2024 ·
    Quyen Tran
    ,
    Nguyen Xuan Thanh
    ,
    Nguyen Hoang Anh
    ,
    Nam Le Hai
    ,
    Trung Le
    , Linh Van Ngo,
    Thien Huu Nguyen
  35. Realistic Evaluation of Toxicity in Large Language Models
    ACL 2024 ·
    Tinh Son Luong
    ,
    Thanh-Thien Le
    , Linh Ngo Van,
    Thien Huu Nguyen
  36. SharpSeq: Empowering Continual Event Detection through Sharpness-Aware Sequential-task Learning
    NAACL 2024 ·
    Thanh-Thien Le
    ,
    Viet Dao
    ,
    Linh Nguyen
    ,
    Thi-Nhung Nguyen
    , Linh Ngo Van,
    Thien Huu Nguyen