Zhouhan Lin
- Neural Networks with Few Multiplications
2015/10/11 by Zhouhan Lin, Matthieu Courbariaux, Lin, Zhouhan +5 · 2 voices · 3 citations
#cs.LG #cs.NE
- A Deep Reinforcement Learning Chatbot
2017/09/07 by Iulian V. Serban, Iulian Vlad Serban, Serban, Iulian V. +37 · 1 voice · 11 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Mobile Crowdsensing and Crowdsourcing
- Towards Biologically Plausible Deep Learning
2015/02/14 by Yoshua Bengio, Bengio, Yoshua, Dong-Hyun Lee +8 · 1 voice · 21 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #Cell Image Analysis Techniques #Neural Networks and Applications #Neural dynamics and brain function #cs.LG
- A Structured Self-attentive Sentence Embedding
2017/03/09 by Zhouhan Lin, Minwei Feng, Lin, Zhouhan +11 · 81 citations
Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Advanced Text Analysis Techniques
- RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL
2022/05/14 by Jiexing Qi, Qi, Jiexing, Jingyao Tang +14 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization
2023/06/08 by Cheng Deng, Tianhang Zhang, Deng, Cheng +20 · 9 citations
Computer Science · Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #F.4.1 #FOS: Computer and information sciences #Geological Modeling and Analysis #I.2.7 #Natural Language Processing Techniques #Topic Modeling
- Architectural Complexity Measures of Recurrent Neural Networks
2016/02/26 by Saizheng Zhang, Zhang, Saizheng, Yuhuai Wu +11 · 8 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Neural Networks and Applications #Ferroelectric and Negative Capacitance Devices
- A Deep Reinforcement Learning Chatbot (Short Version)
2018/01/20 by Iulian V. Serban, Serban, Iulian V., Chinnadhurai Sankar +33 · 1 voice
#cs.CL #cs.AI #cs.LG #cs.NE #stat.ML
- Mirror-Consistency: Harnessing Inconsistency in Majority Voting
2024/10/07 by Siyuan Huang, Huang, Siyuan, Zhiyuan Ma +9 · 10 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Electoral Systems and Political Participation #FOS: Computer and information sciences
- Training-free LLM-generated Text Detection by Mining Token Probability Sequences
2024/10/08 by Yihuai Xu, Yongwei Wang, Xu, Yihuai +11 · 5 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention
2024/10/09 by Siyuan Huang, Yunchong Song, Huang, Siyuan +5 · 4 citations
Computer Science · Social Sciences · #Advanced Computing and Algorithms #Advanced Graph Neural Networks #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG)
- Annotation Inconsistency and Entity Bias in MultiWOZ
2021/05/29 by Kun Qian, Qian, Kun, Ahmad Beirami +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- FlowRL: Matching Reward Distributions for LLM Reasoning
2025/09/18 by Xuekai Zhu, Zhu, Xuekai, Daixuan Cheng +43 · 2 voices · 6 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) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.CL #cs.LG
- Recurrent Neural Networks With Limited Numerical Precision
2016/08/24 by J. C. Ott, Ott, Joachim, Zhouhan Lin +7 · 1 citation
Computer Science · #62M45 #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Time Series Analysis and Forecasting
- SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully
2024/01/11 by Jushi Kai, Tianhang Zhang, Kai, Jushi +5 · 1 citation
Arts and Humanities · Psychology · #Epistemology, Ethics, and Metaphysics #Deception detection and forensic psychology
- Memory Decoder at Scale: A Pretrained, Parametric Long-Term Memory
2026/07/30 by Rubin Wei, Jiaqi Cao, Jiarui Wang +4
Computer Science · #cs.CL
- MemSFT: Mitigating Alignment Tax with an External Parametric Memory
2026/07/28 by Jiarui Wang, Xiang Shi, Jiaqi Cao +8
#cs.LG #cs.CL