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2020 – today
- 2025
[c22]Chaoqun Liu, Qin Chao, Wenxuan Zhang, Xiaobao Wu, Boyang Li, Anh Tuan Luu, Lidong Bing:
Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels. COLING 2025: 3716-3731- 2024
- [j2]Xiaobao Wu, Thong Nguyen, Anh Tuan Luu:
A survey on neural topic models: methods, applications, and challenges. Artif. Intell. Rev. 57(2): 18 (2024) - [j1]Jianzhong Chen
, Xiaobao Wu, Zekai Lv, Zhihe Xu, Wenjie Wang:
Collaborative Control of Vehicle Platoon Based on Deep Reinforcement Learning. IEEE Trans. Veh. Technol. 73(10): 14399-14414 (2024) - [c21]Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi M. Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu:
READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling. AAAI 2024: 18824-18832 - [c20]Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu:
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling. AAAI 2024: 19261-19269 - [c19]Xiaobao Wu, Xinshuai Dong, Liangming Pan, Thong Nguyen, Anh Tuan Luu:
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion. ACL (Findings) 2024: 3088-3105 - [c18]Thong Nguyen, Yi Bin, Xiaobao Wu, Xinshuai Dong, Zhiyuan Hu, Khoi Le, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan:
Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning. ECCV (80) 2024: 77-98 - [c17]Thong Nguyen, Zhiyuan Hu, Xiaobao Wu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu:
Encoding and Controlling Global Semantics for Long-form Video Question Answering. EMNLP 2024: 7049-7066 - [c16]Fengjun Pan, Xiaobao Wu, Zongrui Li, Anh Tuan Luu:
Are LLMs Good Zero-Shot Fallacy Classifiers? EMNLP 2024: 14338-14364 - [c15]Xiaobao Wu, Liangming Pan, William Yang Wang, Anh Tuan Luu:
AKEW: Assessing Knowledge Editing in the Wild. EMNLP 2024: 15118-15133 - [c14]Thong Thanh Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu:
Topic Modeling as Multi-Objective Contrastive Optimization. ICLR 2024 - [c13]Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu, Anh Tuan Luu:
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning. NAACL-HLT 2024: 733-749 - [i29]Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu:
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling. CoRR abs/2401.14113 (2024) - [i28]Xiaobao Wu, Thong Nguyen, Anh Tuan Luu:
A Survey on Neural Topic Models: Methods, Applications, and Challenges. CoRR abs/2401.15351 (2024) - [i27]Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu:
Topic Modeling as Multi-Objective Contrastive Optimization. CoRR abs/2402.07577 (2024) - [i26]Xiaobao Wu, Liangming Pan, William Yang Wang, Anh Tuan Luu:
Updating Language Models with Unstructured Facts: Towards Practical Knowledge Editing. CoRR abs/2402.18909 (2024) - [i25]Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu, Anh Tuan Luu:
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning. CoRR abs/2403.17486 (2024) - [i24]Xiaobao Wu, Xinshuai Dong, Liangming Pan, Thong Nguyen, Anh Tuan Luu:
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion. CoRR abs/2405.17957 (2024) - [i23]Xiaobao Wu, Thong Nguyen, Delvin Ce Zhang, William Yang Wang, Anh Tuan Luu:
FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm. CoRR abs/2405.17978 (2024) - [i22]Thong Thanh Nguyen, Zhiyuan Hu, Xiaobao Wu, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu:
Encoding and Controlling Global Semantics for Long-form Video Question Answering. CoRR abs/2405.19723 (2024) - [i21]Thong Nguyen, Yi Bin, Xiaobao Wu, Xinshuai Dong, Zhiyuan Hu, Khoi Le, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan:
Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning. CoRR abs/2407.03788 (2024) - [i20]Chaoqun Liu, Qin Chao, Wenxuan Zhang, Xiaobao Wu, Boyang Li, Anh Tuan Luu, Lidong Bing:
Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels. CoRR abs/2409.12425 (2024) - [i19]Shuai Zhao, Leilei Gan, Zhongliang Guo, Xiaobao Wu, Luwei Xiao, Xiaoyu Xu, Cong-Duy Nguyen, Luu Anh Tuan:
Weak-to-Strong Backdoor Attack for Large Language Models. CoRR abs/2409.17946 (2024) - [i18]Yuxi Xie, Anirudh Goyal, Xiaobao Wu, Xunjian Yin, Xiao Xu, Min-Yen Kan, Liangming Pan, William Yang Wang:
COrAL: Order-Agnostic Language Modeling for Efficient Iterative Refinement. CoRR abs/2410.09675 (2024) - [i17]Shuai Zhao, Xiaobao Wu, Cong-Duy Nguyen, Meihuizi Jia, Yichao Feng, Luu Anh Tuan:
Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation. CoRR abs/2410.14425 (2024) - [i16]Fengjun Pan, Xiaobao Wu, Zongrui Li, Anh Tuan Luu:
Are LLMs Good Zero-Shot Fallacy Classifiers? CoRR abs/2410.15050 (2024) - [i15]Duc Anh Vu, Cong-Duy T. Nguyen, Xiaobao Wu, Nhat Minh Hoang, Mingzhe Du, Thong Nguyen, Anh Tuan Luu:
Curriculum Demonstration Selection for In-Context Learning. CoRR abs/2411.18126 (2024) - [i14]Thong Thanh Nguyen, Yi Bin, Xiaobao Wu, Zhiyuan Hu, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu:
Multi-Scale Contrastive Learning for Video Temporal Grounding. CoRR abs/2412.07157 (2024) - [i13]Thong Thanh Nguyen, Xiaobao Wu, Yi Bin, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu:
Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation. CoRR abs/2412.07160 (2024) - [i12]Ruiwen Zhou, Wenyue Hua, Liangming Pan, Sitao Cheng, Xiaobao Wu, En Yu, William Yang Wang:
RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios. CoRR abs/2412.08972 (2024) - [i11]Xiaobao Wu, Liangming Pan, Yuxi Xie, Ruiwen Zhou, Shuai Zhao, Yubo Ma, Mingzhe Du, Rui Mao, Anh Tuan Luu, William Yang Wang:
AntiLeak-Bench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge. CoRR abs/2412.13670 (2024) - 2023
- [c12]Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, Anh Tuan Luu:
InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling. AAAI 2023: 13763-13771 - [c11]Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, Zhen Hai, Lidong Bing, Anh Tuan Luu:
Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction. ACL (Findings) 2023: 1670-1696 - [c10]Chaoqun Liu, Wenxuan Zhang, Guizhen Chen, Xiaobao Wu, Anh Tuan Luu, Chip-Hong Chang, Lidong Bing:
Zero-Shot Text Classification via Self-Supervised Tuning. ACL (Findings) 2023: 1743-1761 - [c9]Liangming Pan, Xiaobao Wu, Xinyuan Lu, Anh Tuan Luu, William Yang Wang, Min-Yen Kan, Preslav Nakov:
Fact-Checking Complex Claims with Program-Guided Reasoning. ACL (1) 2023: 6981-7004 - [c8]Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu:
DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding. EMNLP (Findings) 2023: 3635-3649 - [c7]Xiaobao Wu, Xinshuai Dong, Thong Thanh Nguyen, Anh Tuan Luu:
Effective Neural Topic Modeling with Embedding Clustering Regularization. ICML 2023: 37335-37357 - [i10]Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, Anh Tuan Luu:
InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling. CoRR abs/2304.03544 (2023) - [i9]Chaoqun Liu, Wenxuan Zhang, Guizhen Chen, Xiaobao Wu, Anh Tuan Luu, Chip-Hong Chang, Lidong Bing:
Zero-Shot Text Classification via Self-Supervised Tuning. CoRR abs/2305.11442 (2023) - [i8]Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Anh Tuan Luu, Cong-Duy Nguyen, Zhen Hai, Lidong Bing:
Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction. CoRR abs/2305.12678 (2023) - [i7]Liangming Pan, Xiaobao Wu, Xinyuan Lu, Anh Tuan Luu, William Yang Wang, Min-Yen Kan, Preslav Nakov:
Fact-Checking Complex Claims with Program-Guided Reasoning. CoRR abs/2305.12744 (2023) - [i6]Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Anh Tuan Luu:
Effective Neural Topic Modeling with Embedding Clustering Regularization. CoRR abs/2306.04217 (2023) - [i5]Xiaobao Wu, Fengjun Pan, Anh Tuan Luu:
Towards the TopMost: A Topic Modeling System Toolkit. CoRR abs/2309.06908 (2023) - [i4]Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan:
DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding. CoRR abs/2312.02549 (2023) - [i3]Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan:
READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling. CoRR abs/2312.06950 (2023) - 2022
- [c6]Xiaobao Wu, Anh Tuan Luu, Xinshuai Dong:
Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning. EMNLP 2022: 2748-2760 - [c5]Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Zhen Hai, Lidong Bing:
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction. EMNLP 2022: 10085-10096 - [i2]Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Cong-Duy Nguyen, Zhen Hai, Lidong Bing:
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions. CoRR abs/2211.03524 (2022) - [i1]Xiaobao Wu, Anh Tuan Luu, Xinshuai Dong:
Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning. CoRR abs/2211.12878 (2022) - 2021
- [c4]Xiaobao Wu, Chunping Li, Yishu Miao:
Discovering Topics in Long-tailed Corpora with Causal Intervention. ACL/IJCNLP (Findings) 2021: 175-185 - 2020
- [c3]Xiaobao Wu, Chunping Li, Yan Zhu, Yishu Miao:
Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder. EMNLP (1) 2020: 1772-1782 - [c2]Xiaobao Wu, Chunping Li, Yan Zhu, Yishu Miao:
Learning Multilingual Topics with Neural Variational Inference. NLPCC (1) 2020: 840-851
2010 – 2019
- 2019
- [c1]Xiaobao Wu, Chunping Li:
Short Text Topic Modeling with Flexible Word Patterns. IJCNN 2019: 1-7
Coauthor Index
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