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Zhou, Chunting

  1. LIMA: Less Is More for Alignment
    2023/05/18 by Chunting Zhou, Pengfei Liu, Zhou, Chunting +27 · 6 voices · 120 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.AI #cs.CL #cs.LG
  2. 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 · 115 citations
    Neuroscience · #Brain Tumor Detection and Classification
  3. Byte Latent Transformer: Patches Scale Better Than Tokens
    2024/12/13 by Artidoro Pagnoni, Ram Pasunuru, Pagnoni, Artidoro +27 · 17 voices · 39 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling #cs.CL
  4. 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
  5. 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
  6. FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios
    2023/07/25 by I-Chun Chern, Chern, I-Chun, Steffi Chern +15 · 28 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling
  7. MART: Improving LLM Safety with Multi-round Automatic Red-Teaming
    2023/11/13 by Suyu Ge, Ge, Suyu, Chunting Zhou +13 · 23 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  8. LMFusion: Adapting Pretrained Language Models for Multimodal Generation
    2024/12/19 by Weijia Shi, Xiaochuang Han, Shi, Weijia +11 · 40 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Multimodal Machine Learning Applications
  9. Mega: Moving Average Equipped Gated Attention
    2022/09/21 by Xuezhe Ma, Chunting Zhou, Ma, Xuezhe +13 · 13 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  10. In-context Pretraining: Language Modeling Beyond Document Boundaries
    2023/10/16 by Weijia Shi, Sewon Min, Shi, Weijia +17 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  11. Detecting Hallucinated Content in Conditional Neural Sequence Generation
    2020/11/05 by Zhou, Chunting, Neubig, Graham, Gu, Jiatao +4 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. In-context Examples Selection for Machine Translation
    2022/12/05 by Sweta Agrawal, Chunting Zhou, Agrawal, Sweta +6 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  13. Self-Alignment with Instruction Backtranslation
    2023/08/11 by Xian Li, Ping Yu, Li, Xian +12 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  14. Luna: Linear Unified Nested Attention
    2021/06/03 by Xuezhe Ma, Ma, Xuezhe, Xiang Kong +11 · 6 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
  15. A C-LSTM Neural Network for Text Classification
    2015/11/27 by Zhou, Chunting, Sun, Chonglin, Liu, Zhiyuan +1 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. Examining and Combating Spurious Features under Distribution Shift
    2021/06/14 by Zhou, Chunting, Ma, Xuezhe, Michel, Paul +1 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Training Trajectories of Language Models Across Scales
    2022/12/19 by Xia, Mengzhou, Artetxe, Mikel, Zhou, Chunting +5 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Prompt Consistency for Zero-Shot Task Generalization
    2022/04/29 by Chunting Zhou, Junxian He, Zhou, Chunting +7 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  19. Instruction-tuned Language Models are Better Knowledge Learners
    2024/02/20 by Zhengbao Jiang, Zhiqing Sun, Jiang, Zhengbao +15 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  20. Understanding Knowledge Distillation in Non-autoregressive Machine Translation
    2019/11/07 by Zhou, Chunting, Neubig, Graham, Gu, Jiatao · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations
    2018/08/28 by Chaudhary, Aditi, Zhou, Chunting, Levin, Lori +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. CAT: Content-Adaptive Image Tokenization
    2025/01/06 by Shen, Junhong, Tirumala, Kushal, Yasunaga, Michihiro +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. ALMA: Alignment with Minimal Annotation
    2024/12/05 by Michihiro Yasunaga, Yasunaga, Michihiro, Leonid Shamis +11 · 1 citation
    Computer Science · #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Semantic Web and Ontologies