Xuezhe Ma
- LIMA: Less Is More for Alignment
2023/05/18 by Chunting Zhou, Zhou, Chunting, Pengfei Liu +27 · 6 voices · 122 citations
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.AI #cs.CL #cs.LG
- Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
2024/08/20 by Chunting Zhou, Zhou, Chunting, Lili Yu +17 · 4 voices · 122 citations
Neuroscience · #Brain Tumor Detection and Classification
- Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length
2024/04/12 by Xuezhe Ma, Xiaomeng Yang, Ma, Xuezhe +17 · 3 voices · 4 citations
#cs.LG #cs.CL
- Towards a Unified View of Parameter-Efficient Transfer Learning
2021/10/08 by Junxian He, Chunting Zhou, He, Junxian +7 · 53 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
- Harnessing Deep Neural Networks with Logic Rules
2016/03/21 by Zhiting Hu, Hu, Zhiting, Xuezhe Ma +7 · 22 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
- Mega: Moving Average Equipped Gated Attention
2022/09/21 by Xuezhe Ma, Chunting Zhou, Ma, Xuezhe +13 · 14 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- K2-Think: A Parameter-Efficient Reasoning System
2025/09/09 by Zhoujun Cheng, Cheng, Zhoujun, Richard Fan +59 · 6 voices · 2 citations
#cs.LG
- Luna: Linear Unified Nested Attention
2021/06/03 by Xuezhe Ma, Ma, Xuezhe, Xiang Kong +11 · 7 citations
Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Topic Modeling
- Evaluating Large Language Models on Controlled Generation Tasks
2023/10/23 by Jiao Sun, Sun, Jiao, Yufei Tian +15 · 7 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Prompt Consistency for Zero-Shot Task Generalization
2022/04/29 by Chunting Zhou, Zhou, Chunting, Junxian He +7 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Softmax Q-Distribution Estimation for Structured Prediction: A Theoretical Interpretation for RAML
2017/05/19 by Xuezhe Ma, Ma, Xuezhe, Pengcheng Yin +7 · 3 citations
Engineering · Computer Science · #Fault Detection and Control Systems #Neural Networks and Applications #Machine Learning and ELM
- RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation
2023/06/12 by Shuai Liu, Hyundong Cho, Liu, Shuai +7 · 2 citations
Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
- Stack-Pointer Networks for Dependency Parsing
2018/05/03 by Xuezhe Ma, Zecong Hu, Ma, Xuezhe +9 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Natural Language Processing Techniques #Topic Modeling #Machine Learning in Bioinformatics
- An Exam for Active Observers
2026/07/17 by Jiarui Zhang, Muzi Tao, Shangshang Wang +3 · 3 voices
#cs.CV #cs.AI #cs.CL #cs.LG
- Don't Let It Hallucinate: Premise Verification via Retrieval-Augmented Logical Reasoning
2025/04/08 by Yuehan Qin, Qin, Yuehan, Songnian Li +9 · 4 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping
2022/10/19 by Chenghao Yang, Xuezhe Ma, Yang, Chenghao +1 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- DecoPrompt : Decoding Prompts Reduces Hallucinations when Large Language Models Meet False Premises
2024/11/12 by Nan Xu, Xuezhe Ma, Xu, Nan +1 · 2 citations
Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Mental Health and Psychiatry
- MIRROR: Learning from the Other View for Multi-Modal Reasoning
2026/07/23 by Wen Ye, Yuxiao Qu, Aviral Kumar +1 · 1 voice
#cs.AI #cs.LG