Linh Ngo Van

47 papers A* 8B 1Journal 20Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
A framework for neural topic modeling using hierarchical clustering and contrastive learning with optimal transport.
Neurocomputing
Chi Pham Khanh, Hoang Tran Vuong, Sang Dinh Viet, Linh Ngo Van
2026 J jnl
A multi-objective surrogate framework for training neural topic models.
Neurocomputing
Chi Pham Khanh, Tue Le, Anh-Cuong Le, Linh Ngo Van
2026 — conf
Beyond Coherence: Improving Temporal Consistency and Interpretability in Dynamic Topic Models.
EACL (Findings)
Thanh Vinh Nguyen, Ngo Van Dong, Minh Chu Xuan, Tung Nguyen, Linh Ngo Van, Dinh Viet Sang, Trung Le
2026 A* conf
CTPD: Cross Tokenizer Preference Distillation.
AAAI
Truong Nguyen, Phi Van Dat, Ngan Nguyen, Linh Ngo Van, Trung Le, Thanh Hong Nguyen
2026 J jnl
CTPD: Cross Tokenizer Preference Distillation.
CoRR
Truong Nguyen, Phi Van Dat, Ngan Nguyen, Linh Ngo Van, Trung Le, Thanh Hong Nguyen
2026 J jnl
Do Not Treat Code as Natural Language: Implications for Repository-Level Code Generation and Beyond.
CoRR
Minh Le-Anh, Huyen Nguyen, Khanh An Tran, Nam Le Hai, Linh Ngo Van, Nghi D. Q. Bui, Bach Le
2026 A* conf
GloCTM: Cross-Lingual Topic Modeling via a Global Context Space.
AAAI
Nguyen Tien Phat, Ngo Vu Minh, Linh Ngo Van, Nguyen Thi Ngoc Diep, Thien Huu Nguyen
2026 J jnl
Global and local context in short text neural topic model.
Artif. Intell.
Tung Nguyen, Linh Ngo Van, Anh Nguyen Duc, Sang Dinh Viet
2026 A* conf
MCW-KD: Multi-Cost Wasserstein Knowledge Distillation for Large Language Models.
AAAI
Hoang Tran Vuong, Tue Le, Quyen Tran, Linh Ngo Van, Trung Le
2026 J jnl
WAVE++: Capturing within-task variance for continual relation extraction with adaptive prompting.
Neurocomputing
Bao-Ngoc Dao, Minh Le, Quang Nguyen, Luyen Ngo Dinh, Nam Le, Linh Ngo Van
2025 A* conf
Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective.
AAAI
Minh Le, Tien Ngoc Luu, An Nguyen The, Thanh-Thien Le, Trang Nguyen, Tung Thanh Nguyen, Linh Ngo Van, Thien Huu Nguyen
2025 J jnl
CoT2Align: Cross-Chain of Thought Distillation via Optimal Transport Alignment for Language Models with Different Tokenizers.
CoRR
Anh Duc Le, Tu Vu, Nam Le Hai, Nguyen Thi Ngoc Diep, Linh Ngo Van, Trung Le, Thien Huu Nguyen
2025 — conf
Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction.
NAACL (Long Papers)
Anh Duc Le, Nam Le Hai, Thanh Xuan Nguyen, Linh Ngo Van, Nguyen Thi Ngoc Diep, Sang Dinh, Thien Huu Nguyen
2025 A* conf
Few-Shot, No Problem: Descriptive Continual Relation Extraction.
AAAI
Nguyen Xuan Thanh, Anh Duc Le, Quyen Tran, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen
2025 J jnl
Few-Shot, No Problem: Descriptive Continual Relation Extraction.
CoRR
Nguyen Xuan Thanh, Anh Duc Le, Quyen Tran, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen
2025 J jnl
Few-shot Continual Relation Extraction via Open Information Extraction.
CoRR
Thiem Nguyen, Anh Nguyen, Quyen Tran, Tu Vu, Diep Nguyen, Linh Ngo Van, Thien Huu Nguyen
2025 — conf
GloCOM: A Short Text Neural Topic Model via Global Clustering Context.
NAACL (Long Papers)
Quang Duc Nguyen, Tung Nguyen, Duc Anh Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen
2025 — conf
HiCOT: Improving Neural Topic Models via Optimal Transport and Contrastive Learning.
ACL (Findings)
Hoang Tran Vuong, Tue Le, Tu Vu, Tung Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen
2025 J jnl
Hierarchical Neural Collapse Detection Transformer for Class Incremental Object Detection.
CoRR
Duc Thanh Pham, Hong Dang Nguyen, Nhat Minh Nguyen Quoc, Linh Ngo Van, Sang Dinh Viet, Duc Anh Nguyen
2025 — conf
Improving Vietnamese-English Cross-Lingual Retrieval for Legal and General Domains.
NAACL (Short Papers)
Toan Ngoc Nguyen, Nam Le Hai, Nguyen Doan Hieu, Dai An Nguyen, Linh Ngo Van, Thien Huu Nguyen, Sang Dinh
2025 — conf
Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction.
ACL (1)
Thanh Duc Pham, Nam Le Hai, Linh Ngo Van, Nguyen Thi Ngoc Diep, Sang Dinh, Thien Huu Nguyen
2025 — conf
Multi-Surrogate-Objective Optimization for Neural Topic Models.
EMNLP (Findings)
Tue Le, Hoang Tran Vuong, Tung Nguyen, Linh Ngo Van, Dinh Viet Sang, Trung Le, Thien Huu Nguyen
2025 — conf
Mutual-pairing Data Augmentation for Fewshot Continual Relation Extraction.
NAACL (Long Papers)
Nguyen Hoang Anh, Quyen Tran, Thanh Xuan Nguyen, Nguyen Thi Ngoc Diep, Linh Ngo Van, Thien Huu Nguyen, Trung Le
2025 — conf
Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations.
NAACL (Long Papers)
Tung Nguyen, Tue Le, Hoang Tran Vuong, Quang Duc Nguyen, Duc Anh Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen
2025 — conf
ToVo: Toxicity Taxonomy via Voting.
NAACL (Findings)
Tinh Son Luong, Thanh-Thien Le, Thang Viet Doan, Linh Ngo Van, Thien Huu Nguyen, Nguyen Thi Ngoc Diep
2025 J jnl
Token-Regulated Group Relative Policy Optimization for Stable Reinforcement Learning in Large Language Models.
CoRR
Tue Le, Nghi D. Q. Bui, Linh Ngo Van, Trung Le
2025 J jnl
Towards Rehearsal-Free Continual Relation Extraction: Capturing Within-Task Variance with Adaptive Prompting.
CoRR
Bao-Ngoc Dao, Quang Nguyen, Luyen Ngo Dinh, Minh Le, Nam Le, Linh Ngo Van
2025 — conf
XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments.
EMNLP (Findings)
Tien-Phat Nguyen, Vu Minh Ngo, Tung Nguyen, Linh Ngo Van, Duc Anh Nguyen, Dinh Viet Sang, Trung Le
2024 J jnl
Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective.
CoRR
Minh Le, Tien Ngoc Luu, An Nguyen The, Thanh-Thien Le, Trang Nguyen, Tung Thanh Nguyen, Linh Ngo Van, Thien Huu Nguyen
2024 J jnl
GloCOM: A Short Text Neural Topic Model via Global Clustering Context.
CoRR
Quang Duc Nguyen, Tung Nguyen, Duc Anh Nguyen, Linh Ngo Van, Sang Dinh, Thien Huu Nguyen
2024 — conf
Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports.
LREC/COLING
Hieu Man, Chien Van Nguyen, Nghia Trung Ngo, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen
2024 J jnl
Leveraging Hierarchical Taxonomies in Prompt-based Continual Learning.
CoRR
Quyen Tran, Minh Le, Tuan Truong, Dinh Phung, Linh Ngo Van, Thien Huu Nguyen, Nhat Ho, Trung Le
2024 A* conf
Lifelong Event Detection via Optimal Transport.
EMNLP
Viet Dao, Van-Cuong Pham, Quyen Tran, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen
2024 A* conf
Mixture of Experts Meets Prompt-Based Continual Learning.
NeurIPS
Minh Le, An Nguyen The, Huy Nguyen, Trang Nguyen, Trang Pham, Linh Ngo Van, Nhat Ho
2024 — conf
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization.
EMNLP (Findings)
Duy-Tung Pham, Thien Trang Nguyen Vu, Tung Nguyen, Linh Ngo Van, Duc Anh Nguyen, Thien Huu Nguyen
2024 J jnl
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization.
CoRR
Duy-Tung Pham, Thien Trang Nguyen Vu, Tung Nguyen, Linh Ngo Van, Duc Anh Nguyen, Thien Huu Nguyen
2024 J jnl
Preserving Generalization of Language models in Few-shot Continual Relation Extraction.
CoRR
Quyen Tran, Nguyen Xuan Thanh, Nguyen Hoang Anh, Nam Le Hai, Trung Le, Linh Ngo Van, Thien Huu Nguyen
2024 — conf
Realistic Evaluation of Toxicity in Large Language Models.
ACL (Findings)
Tinh Son Luong, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen
2024 J jnl
Realistic Evaluation of Toxicity in Large Language Models.
CoRR
Tinh Son Luong, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen
2024 — conf
SharpSeq: Empowering Continual Event Detection through Sharpness-Aware Sequential-task Learning.
NAACL-HLT
Thanh-Thien Le, Viet Dao, Linh Nguyen, Thi-Nhung Nguyen, Linh Ngo Van, Thien Huu Nguyen
2024 J jnl
ToVo: Toxicity Taxonomy via Voting.
CoRR
Tinh Son Luong, Thanh-Thien Le, Thang Viet Doan, Linh Ngo Van, Thien Huu Nguyen, Nguyen Thi Ngoc Diep
2023 — conf
A Spectral Viewpoint on Continual Relation Extraction.
EMNLP (Findings)
Huy Nguyen, Chien Nguyen, Linh Ngo Van, Anh Tuan Luu, Thien Huu Nguyen
2023 — conf
Retrieving Relevant Context to Align Representations for Cross-lingual Event Detection.
ACL (Findings)
Chien Nguyen, Linh Ngo Van, Thien Huu Nguyen
2022 J jnl
Balancing stability and plasticity when learning topic models from short and noisy text streams.
Neurocomputing
Tung Nguyen, Trung Mai, Nam Nguyen, Linh Ngo Van, Khoat Than
2022 — conf
Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method.
EMNLP (Findings)
Viet Dac Lai, Hieu Man, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen
2022 A* conf
Selecting Optimal Context Sentences for Event-Event Relation Extraction.
AAAI
Hieu Man, Nghia Trung Ngo, Linh Ngo Van, Thien Huu Nguyen
2022 B conf
Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning.
COLING
Nghia Trung Ngo, Linh Ngo Van, Thien Huu Nguyen