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Tu, Kewei

  1. Layer-Condensed KV Cache for Efficient Inference of Large Language Models
    2024/05/17 by Haoyi Wu, Hao‐Yi Wu, Wu, Haoyi +2 · 3 voices · 19 citations
    Computer Science · #Topic Modeling
  2. Sparser is Faster and Less is More: Efficient Sparse Attention for Long-Range Transformers
    2024/06/24 by Lou, Chao, Jia, Zixia, Zheng, Zilong +1 · 10 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. EvolveSearch: An Iterative Self-Evolving Search Agent
    2025/05/28 by Dingchu Zhang, Zhang, Dingchu, Yida Zhao +18 · 20 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  4. Automated Concatenation of Embeddings for Structured Prediction
    2020/10/10 by Wang, Xinyu, Jiang, Yong, Bach, Nguyen +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Potential and Limitations of LLMs in Capturing Structured Semantics: A Case Study on SRL
    2024/05/10 by Cheng, Ning, Yan, Zhaohui, Wang, Ziming +6 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. Maximum A Posteriori Inference in Sum-Product Networks
    2017/08/16 by Jun Mei, Yong Jiang, Mei, Jun +3 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computational Drug Discovery Methods #FOS: Computer and information sciences #Multi-Criteria Decision Making
  7. SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding
    2023/08/21 by Tianyu Yu, Chengyue Jiang, Yu, Tianyu +27 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  8. A Systematic Study of Cross-Layer KV Sharing for Efficient LLM Inference
    2024/10/18 by You Wu, Hao‐Yi Wu, Wu, You +3 · 4 citations
    Computer Science · Engineering · #Advanced Data Compression Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Power Line Communications and Noise #Power Systems and Technologies
  9. Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks
    2023/10/26 by Zhaohui Yan, Songlin Yang, Yan, Zhaohui +5 · 2 citations
    Computer Science · Decision Sciences · #Topic Modeling #Advanced Graph Neural Networks #Data Quality and Management
  10. Combining Generative and Discriminative Approaches to Unsupervised Dependency Parsing via Dual Decomposition
    2017/08/02 by Jiang, Yong, Han, Wenjuan, Tu, Kewei · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. Dependency Grammar Induction with Neural Lexicalization and Big Training Data
    2017/08/02 by Wenjuan Han, Han, Wenjuan, Yong Jiang +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  12. Parallel Continuous Chain-of-Thought with Jacobi Iteration
    2025/06/23 by Wu, Haoyi, Teng, Zhihao, Tu, Kewei · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Second-Order Semantic Dependency Parsing with End-to-End Neural Networks
    2019/06/19 by Xinyu Wang, Jingxian Huang, Wang, Xinyu +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  14. Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts
    2024/04/02 by Zhuo Chen, Chen, Zhuo, Xinyu Wang +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multimodal Machine Learning Applications #Topic Modeling
  15. Learning Numeral Embeddings
    2019/12/28 by Jiang, Chengyue, Nian, Zhonglin, Guo, Kaihao +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. RoT: Enhancing Large Language Models with Reflection on Search Trees
    2024/04/08 by Wenyang Hui, Hui, Wenyang, Kewei Tu +1 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  17. A Survey of Unsupervised Dependency Parsing
    2020/10/04 by Wenjuan Han, Yong Jiang, Han, Wenjuan +5 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  18. Structured Attentions for Visual Question Answering
    2017/08/07 by Chen Zhu, Yanpeng Zhao, Zhu, Chen +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  19. Second-Order Unsupervised Neural Dependency Parsing
    2020/10/28 by Songlin Yang, Yang, Songlin, Yong Jiang +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  20. PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols
    2021/04/28 by Yang, Songlin, Zhao, Yanpeng, Tu, Kewei · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. Neural Bi-Lexicalized PCFG Induction
    2021/05/31 by Songlin Yang, Yanpeng Zhao, Yang, Songlin +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  22. Combining (second-order) graph-based and headed-span-based projective dependency parsing
    2021/08/12 by Songlin Yang, Yang, Songlin, Kewei Tu +1 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Bioinformatics #Natural Language Processing Techniques #Topic Modeling
  23. Headed-Span-Based Projective Dependency Parsing
    2021/08/10 by Yang, Songlin, Tu, Kewei · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  24. ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition
    2021/12/13 by Xinyu Wang, Min Gui, Wang, Xinyu +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  25. Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs
    2022/05/01 by Songlin Yang, Wei Liu, Yang, Songlin +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  26. DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition
    2022/03/01 by Xinyu Wang, Wang, Xinyu, Yongliang Shen +21 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  27. Named Entity and Relation Extraction with Multi-Modal Retrieval
    2022/12/03 by Xinyu Wang, Jiong Cai, Wang, Xinyu +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  28. Hardware-aligned Hierarchical Sparse Attention for Efficient Long-term Memory Access
    2025/04/23 by Xiang Hu, Hu, Xiang, Jiaqi Leng +7 · 3 citations
    Computer Science · #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications
  29. Improving Text Matching in E-Commerce Search with A Rationalizable, Intervenable and Fast Entity-Based Relevance Model
    2023/07/01 by Jiong Cai, Yong Jiang, Cai, Jiong +23 · 1 citation
    Computer Science · #Recommender Systems and Techniques #Web Data Mining and Analysis #Information Retrieval and Search Behavior
  30. DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition
    2023/05/05 by Tan, Zeqi, Huang, Shen, Jia, Zixia +8 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. Simple Hardware-Efficient PCFGs with Independent Left and Right Productions
    2023/10/23 by Wei Liu, Liu, Wei, Songlin Yang +5 · 1 citation
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  32. Mapping Energy Landscapes of Non-Convex Learning Problems
    2014/10/02 by Maria Pavlovskaia, Kewei Tu, Pavlovskaia, Maria +3 · 1 citation
    Computer Science · Engineering · #Machine Learning and Algorithms #Neural Networks and Applications #Mineral Processing and Grinding
  33. Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset
    2023/11/09 by Hao‐Yi Wu, Wenyang Hui, Wu, Haoyi +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Mathematics, Computing, and Information Processing #Online Learning and Analytics
  34. Efficient Length-Generalizable Attention via Causal Retrieval for Long-Context Language Modeling
    2024/10/02 by Xiang Hu, Hu, Xiang, Zuhao Teng +6 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  35. Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale
    2024/03/13 by Hu, Xiang, Ji, Pengyu, Zhu, Qingyang +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language Models
    2024/07/24 by Zhao, Yida, Lou, Chao, Tu, Kewei · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference
    2025/02/25 by Chen, Zhuo, Wang, Xinyu, Jiang, Yong +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences