Zewen Chi
- Language Is Not All You Need: Aligning Perception with Language Models
2023/02/27 by Shaohan Huang, Li Dong, Dong Li +35 · 1 voice · 46 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
- InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training
2020/07/15 by Zewen Chi, Chi, Zewen, Li Dong +16 · 21 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- On the Representation Collapse of Sparse Mixture of Experts
2022/04/20 by Zewen Chi, Dong Li, Chi, Zewen +17 · 14 citations
Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Complicated Table Structure Recognition
2019/08/13 by Zewen Chi, Chi, Zewen, Heyan Huang +9 · 9 citations
Computer Science · Decision Sciences · #Topic Modeling #Advanced Text Analysis Techniques #Data Quality and Management
- Think Only When You Need with Large Hybrid-Reasoning Models
2025/05/20 by Lingjie Jiang, Jiang, Lingjie, X. J. Wu +17 · 22 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment
2021/06/11 by Zewen Chi, Chi, Zewen, Li Dong +11 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Reward Reasoning Model
2025/05/20 by Jiaxin Guo, Zewen Chi, Guo, Jiaxin +11 · 15 citations
Social Sciences · #Computation and Language (cs.CL) #Education and Professional Development #FOS: Computer and information sciences
- On-Policy RL with Optimal Reward Baseline
2025/05/29 by Yaru Hao, Hao, Yaru, Dong Li +9 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
- Language Models are General-Purpose Interfaces
2022/06/13 by Yaru Hao, Haoyu Song, Hao, Yaru +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
- The Era of Agentic Organization: Learning to Organize with Language Models
2025/10/30 by Zewen Chi, Chi, Zewen, Li Dong +11 · 6 voices
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- Cross-Lingual Natural Language Generation via Pre-Training
2019/09/23 by Zewen Chi, Chi, Zewen, Dong Li +9 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Black-Box On-Policy Distillation of Large Language Models
2025/11/13 by Tianxiao Ye, Dong Li, Ye, Tianzhu +9 · 3 citations
Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications
- ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training
2024/02/28 by Le Zhuo, Zewen Chi, Zhuo, Le +13 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- FlashBack:Efficient Retrieval-Augmented Language Modeling for Long Context Inference
2024/05/07 by Runheng Liu, Xingchen Xiao, Liu, Runheng +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling