Shuangzhi Wu

Computer Science · Physical Sciences

14h-index1.3kcitations67works1.02yr avg
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Research Topics

Topic Modeling(55), Natural Language Processing Techniques(51), Multimodal Machine Learning Applications(25), Advanced Text Analysis Techniques(9), Text Readability and Simplification(6)

Publications65 total

SCM: Enhancing Large Language Model with Self-Controlled Memory Framework
Lecture notes in computer science·2026
ProtoReasoning: Prototypes as the Foundation for Generalizable Reasoning in LLMs
arXiv (Cornell University)·2025Open Access
AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning
arXiv (Cornell University)·2025Open Access
Pretraining without wordpieces: learning over a vocabulary of millions of words
International Journal of Machine Learning and Cybernetics·2024· 1 cited
Align vision-language semantics by multi-task learning for multi-modal summarization
Neural Computing and Applications·2024· 7 cited
Transfer Learning Enhanced Single-choice Decision for Multi-choice Question Answering
arXiv (Cornell University)·2024Open Access
SkillNet-X: A Multilingual Multitask Model with Sparsely Activated Skills
2024
DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models
arXiv (Cornell University)·2023· 2 citedOpen Access
Multi-view fusion for universal translation quality estimation
Information Fusion·2023· 2 cited
SkillNet-X: A Multilingual Multitask Model with Sparsely Activated Skills
arXiv (Cornell University)·2023Open Access
Learning Unified Video-Language Representations via Joint Modeling and Contrastive Learning for Natural Language Video Localization
2023
SCM: Enhancing Large Language Model with Self-Controlled Memory Framework
arXiv (Cornell University)·2023· 4 citedOpen Access
Retrieval-Augmented Classification with Decoupled Representation
arXiv (Cornell University)·2023Open Access
Character, Word, or Both? Revisiting the Segmentation Granularity for Chinese Pre-trained Language Models
arXiv (Cornell University)·2023· 2 citedOpen Access
Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality
arXiv (Cornell University)·2023Open Access
Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality
2023· 14 citedOpen Access
Towards Making the Most of LLM for Translation Quality Estimation
Lecture notes in computer science·2023· 28 cited
Improving Translation Quality Estimation with Bias Mitigation
2023· 2 citedOpen Access
Iterative Nearest Neighbour Machine Translation for Unsupervised Domain Adaptation
2023Open Access
DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models
2023· 27 citedOpen Access
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Frequent Co-authors

Zhoujun Li(13), Xinnian Liang(13), Mu Li(12), Dongdong Zhang(11), Ming Zhou(9), Jiali Zeng(9), Chao Bian(6), Yufan Jiang(6), Shujie Liu(5), Mu Li(5), Muyun Yang(5), Zhirui Zhang(4), Mu Li(4), Tiejun Zhao(4), Xinwei Wu(4), Junzhuo Li(4), Weilong Dong(4), Deyi Xiong(4), Shuming Shi(4), Nan Yang(3)