Hanlin Zhu
- Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought
2025/05/18 by Hanlin Zhu, Zhu, Hanlin, Shibo Hao +9 · 7 voices · 28 citations
Computer Science · #Advanced Graph Neural Networks #Multimodal Machine Learning Applications #Topic Modeling #cs.LG
- Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning
2025/02/05 by DiJia Su, Hanlin Zhu, Su, DiJia +9 · 2 voices · 23 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.LO
- Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics
2024/05/07 by Hanlin Zhu, Zhu, Hanlin, Baihe Huang +11 · 7 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Text Readability and Simplification
- End-to-end Story Plot Generator
2023/10/13 by Hanlin Zhu, Andrew J. Cohen, Zhu, Hanlin +11 · 2 citations
Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #Video Analysis and Summarization
- Guided Dialog Policy Learning: Reward Estimation for Multi-Domain\n Task-Oriented Dialog
2019/08/28 by Ryuichi Takanobu, Takanobu, Ryuichi, Hanlin Zhu +3 · 1 citation
Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
- Avoiding Catastrophe in Online Learning by Asking for Help
2024/02/12 by Benjamin Plaut, Hanlin Zhu, Plaut, Benjamin +3 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #FOS: Computer and information sciences #Machine Learning (cs.LG) #Seismology and Earthquake Studies
- How Do LLMs Perform Two-Hop Reasoning in Context?
2025/02/19 by Tianyu Guo, Hanlin Zhu, Guo, Tianyu +11 · 3 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences
- Generalization or Hallucination? Understanding Out-of-Context Reasoning in Transformers
2025/06/12 by Yixiao Huang, Huang, Yixiao, Hanlin Zhu +13 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- DiscoLoop: Looping Discrete Embeddings and Continuous Hidden States for Multi-hop Reasoning
2026/07/27 by Hengyu Fu, Tianyu Guo, Zixuan Wang +5
#cs.CL #cs.AI #cs.LG