Jingbo Zhu
- Foundations of Large Language Models
2025/01/16 by Tong Xiao, Xiao, Tong, Jingbo Zhu +1 · 28 voices · 6 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Learning Deep Transformer Models for Machine Translation
2019/06/05 by Qiang Wang, Bei Li, Wang, Qiang +11 · 22 citations
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
- ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation
2022/03/17 by Bei Li, Quan Du, Li, Bei +17 · 3 citations
Computer Science · Physics and Astronomy · #Natural Language Processing Techniques #Model Reduction and Neural Networks #Topic Modeling
- Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation
2020/05/07 by Bei Li, Li, Bei, Hui Liu +13 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Shallow-to-Deep Training for Neural Machine Translation
2020/10/08 by Bei Li, Ziyang Wang, Li, Bei +13 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Efficient Prompting Methods for Large Language Models: A Survey
2024/04/01 by Kaiyan Chang, Chang, Kaiyan, Songcheng Xu +10 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- GRAM: A Generative Foundation Reward Model for Reward Generalization
2025/06/17 by Chenglong Wang, Gan Yang, Wang, Chenglong +19 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Statistical and Computational Modeling
- Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders
2021/05/12 by Xu Chen, Bojie Hu, Xu, Chen +13 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- RankNAS: Efficient Neural Architecture Search by Pairwise Ranking
2021/09/15 by Chi Hu, Hu, Chi, Chenglong Wang +13 · 2 citations
Computer Science · #Topic Modeling #Machine Learning and Data Classification #Natural Language Processing Techniques
- Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-context Models
2024/10/07 by Xinyu Liu, Liu, Xinyu, Zhao, Runsong +11 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment
2025/01/07 by Fan, Yuchun, Yongyu Mu, Yilin Wang +16 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Modality Adaption or Regularization? A Case Study on End-to-End Speech Translation
2023/06/13 by Yuchen Han, Han, Yuchen, Xu Chen +5 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- Revealing the Parallel Multilingual Learning within Large Language Models
2024/03/14 by Yongyu Mu, Peinan Feng, Mu, Yongyu +19 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Multi-layer Representation Fusion for Neural Machine Translation
2020/02/16 by Qiang Wang, Wang, Qiang, Fuxue Li +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Layer-Wise Multi-View Learning for Neural Machine Translation
2020/11/03 by Qiang Wang, Changliang Li, Wang, Qiang +7 · 1 citation
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- On Vision Features in Multimodal Machine Translation
2022/03/17 by Bei Li, Chuanhao Lv, Li, Bei +11 · 1 citation
Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Translation Studies and Practices
- Recent Advances in End-to-End Simultaneous Speech Translation
2024/06/01 by Xiaoqian Liu, Liu, Xiaoqian, Guoqiang Hu +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #electronic engineering #information engineering
- Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection
2023/02/01 by Chenglong Wang, Yi Lu, Wang, Chenglong +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Understanding Parameter Sharing in Transformers
2023/06/15 by Ye Lin, Mingxuan Wang, Lin, Ye +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Deliberate then Generate: Enhanced Prompting Framework for Text Generation
2023/05/31 by Bei Li, Li, Bei, Rui Wang +17 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Rethinking and Improving Multi-task Learning for End-to-end Speech Translation
2023/11/07 by Yuhao Zhang, Zhang, Yuhao, Chen Xu +11 · 1 citation
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and dialogue systems
- Early Exit Is a Natural Capability in Transformer-based Models: An Empirical Study on Early Exit without Joint Optimization
2024/12/02 by Weiqiao Shan, Shan, Weiqiao, Long Meng +12 · 1 citation
Engineering · Materials Science · #Power Transformer Diagnostics and Insulation #Magnetic Properties and Applications #Power System Reliability and Maintenance
- LRHP: Learning Representations for Human Preferences via Preference Pairs
2024/10/06 by Chenglong Wang, Gan Yang, Wang, Chenglong +17 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences
- FlowCTS: On-policy Continuous Trajectory Supervision of Flow Models
2026/07/27 by Kaiyang Ye, Yuan Ge, Junxiang Zhang +8
#cs.LG #cs.CV