Simiao Zuo
- Transformer Hawkes Process
2020/02/21 by Simiao Zuo, Zuo, Simiao, Haoming Jiang +7 · 14 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · #Diffusion and Search Dynamics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Morphological variations and asymmetry #Point processes and geometric inequalities
- Less is More: Task-aware Layer-wise Distillation for Language Model Compression
2022/10/04 by Liang Chen, Liang, Chen, Simiao Zuo +9 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning
2024/01/25 by Yanda Chen, Chen, Yanda, Chandan Singh +11 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms
2023/10/16 by Alexander Bukharin, Yan Li, Bukharin, Alexander +15 · 7 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Electrostatic Discharge in Electronics
- Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
2023/10/20 by Xinyu Hu, Pengfei Tang, Hu, Xinyu +13 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Task Oriented In-Domain Data Augmentation
2024/06/24 by Xiao Liang, Xinyu Hu, Liang, Xiao +13 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences
- Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach
2021/04/11 by Simiao Zuo, Liang Chen, Zuo, Simiao +13 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization
2021/05/25 by Liang Chen, Liang, Chen, Simiao Zuo +13 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation
2022/04/15 by Simiao Zuo, Zuo, Simiao, Qingru Zhang +9 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Efficient Long Sequence Modeling via State Space Augmented Transformer
2022/12/15 by Simiao Zuo, Zuo, Simiao, Xiaodong Liu +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling