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Wenhan Xiong

  1. Effective Long-Context Scaling of Foundation Models
    2023/09/27 by Wenhan Xiong, Xiong, Wenhan, Jingyu Liu +40 · 2 voices · 41 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  2. 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
  3. Code Llama: Open Foundation Models for Code
    2023/08/24 by Baptiste Rozière, Rozière, Baptiste, Jonas Gehring +48 · 301 citations
    Computer Science · #Model-Driven Software Engineering Techniques #Advanced Database Systems and Queries #Semantic Web and Ontologies
  4. HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data
    2020/04/15 by Wenhu Chen, Chen, Wenhu, Hanwen Zha +9 · 29 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  5. DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning
    2017/07/20 by Wenhan Xiong, Thien Hoang, Xiong, Wenhan +3 · 22 citations
    Computer Science · Social Sciences · #Access Control and Trust #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  6. LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models
    2023/08/30 by Chi Han, Qifan Wang, Han, Chi +10 · 24 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  7. Prompting Large Language Models with Speech Recognition Abilities
    2023/07/21 by Yassir Fathullah, Fathullah, Yassir, Chunyang Wu +21 · 21 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  8. FLAME: Factuality-Aware Alignment for Large Language Models
    2024/05/02 by Sheng-Chieh Lin, Luyu Gao, Lin, Sheng-Chieh +12 · 1 voice · 8 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  9. SCROLLS: Standardized CompaRison Over Long Language Sequences
    2022/01/10 by Uri Shaham, Shaham, Uri, Elad Segal +19 · 12 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
  10. 3DGen: Triplane Latent Diffusion for Textured Mesh Generation
    2023/03/09 by Anchit Gupta, Wenhan Xiong, Gupta, Anchit +7 · 13 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis
  11. One-Shot Relational Learning for Knowledge Graphs
    2018/08/27 by Wenhan Xiong, Xiong, Wenhan, Mo Yu +7 · 7 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
  12. Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation
    2018/03/21 by Xin Wang, Wenhan Xiong, Wang, Xin +5 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO)
  13. The Role of Chain-of-Thought in Complex Vision-Language Reasoning Task
    2023/11/15 by Yifan Wu, Wu, Yifan, Pengchuan Zhang +9 · 6 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Categorization, perception, and language #Cognitive Science and Mapping #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model
    2019/12/19 by Wenhan Xiong, Xiong, Wenhan, Jingfei Du +5 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  15. Zero-shot Fact Verification by Claim Generation
    2021/05/31 by Liangming Pan, Wenhu Chen, Pan, Liangming +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  16. Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality
    2023/05/23 by Harman Preet Singh, Pengchuan Zhang, Singh, Harman +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  17. TWEETQA: A Social Media Focused Question Answering Dataset
    2019/07/14 by Wenhan Xiong, Jiawei Wu, Xiong, Wenhan +13 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Expert finding and Q&A systems
  18. Neural Correction Model for Open-Domain Named Entity Recognition
    2019/09/13 by Mengdi Zhu, Zheye Deng, Zhu, Mengdi +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  19. Adapting Pretrained Text-to-Text Models for Long Text Sequences
    2022/09/21 by Wenhan Xiong, Anchit Gupta, Xiong, Wenhan +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  20. Law of the Weakest Link: Cross Capabilities of Large Language Models
    2024/09/30 by Ming Zhong, Aston Zhang, Zhong, Ming +29 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  21. Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader
    2019/05/17 by Wenhan Xiong, Xiong, Wenhan, Mo Yu +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks