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Zhang, Dejiao

  1. Repoformer: Selective Retrieval for Repository-Level Code Completion
    2024/03/15 by Di Wu, Wasi Uddin Ahmad, Wu, Di +7 · 27 citations
    Computer Science · #Web Data Mining and Analysis #Natural Language Processing Techniques #Software Engineering Research
  2. Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies
    2024/06/10 by Junlin Wang, Wang, Junlin, Siddhartha Jain +9 · 13 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Auction Theory and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Organizational Management and Leadership
  3. Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
    2021/10/16 by Jin, Xisen, Zhang, Dejiao, Zhu, Henghui +5 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  4. Supporting Clustering with Contrastive Learning
    2021/03/24 by Dejiao Zhang, Zhang, Dejiao, Nan, Feng +14 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Speech Recognition and Synthesis
  5. Deep Unsupervised Clustering Using Mixture of Autoencoders
    2017/12/21 by Dejiao Zhang, Yifan Sun, Zhang, Dejiao +5 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Face and Expression Recognition #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. Entity-level Factual Consistency of Abstractive Text Summarization
    2021/02/18 by Nan, Feng, Nallapati, Ramesh, Wang, Zhiguo +5 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  7. Global Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation
    2015/06/24 by Dejiao Zhang, Zhang, Dejiao, Laura Balzano +1 · 2 citations
    Computer Science · Engineering · #65Y20 #90C52 #F.2.1 #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optical measurement and interference techniques #Sparse and Compressive Sensing Techniques #Structural Health Monitoring Techniques
  8. Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey
    2021/10/16 by Xiaokai Wei, Shen Wang, Wei, Xiaokai +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  9. Exploring Continual Learning for Code Generation Models
    2023/07/05 by Prateek Yadav, Qing Sun, Yadav, Prateek +21 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Software Engineering (cs.SE) #Topic Modeling
  10. Improving Factual Consistency of Abstractive Summarization via Question Answering
    2021/05/10 by Nan, Feng, Cícero Nogueira dos Santos, Henghui Zhu +16 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  11. Pairwise Supervised Contrastive Learning of Sentence Representations
    2021/09/12 by Dejiao Zhang, Zhang, Dejiao, Shang-Wen Li +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  12. Learning Dialogue Representations from Consecutive Utterances
    2022/05/26 by Zhou, Zhihan, Zhang, Dejiao, Xiao, Wei +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. QualityFlow: An Agentic Workflow for Program Synthesis Controlled by LLM Quality Checks
    2025/01/20 by Y. C. Hu, Qiang Zhou, Hu, Yaojie +14 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Scientific Computing and Data Management #Simulation Techniques and Applications #Software Engineering (cs.SE)