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About ME

  • I'm Zhang-Each
    • an graduate student in Zhejiang University, major in Computer Science
    • Study Knowledge Graphs(KG) and Natural Language Processing(NLP) in ZJU-KG lab.
  • Learning open courses released by Stanford/MIT/CMU
  • Blog: link here
  • Notebook: link here

Publication

  • Knowledge Graph Completion with Pre-trained Multimodal Transformer and Twins Negative Sampling. (First Author, Accepted by KDD-2022 Undergraduate consortium, ArXiv)
  • Tele-Knowledge Pre-training for Fault Analysis. (Accepted by ICDE-2023 Industry Track, ArXiv)
  • Modality-Aware Negative Sampling for Multi-modal Knowledge Graph Embedding. (Accepted by IJCNN 2023, ArXiv)
  • CausE: Towards Causal Knowledge Graph Embedding. (Accepted by CCKS 2023, ArXiv)
  • MACO: A Modality Adversarial and Contrastive Framework for Modality-missing Multi-modal Knowledge Graph Completion. (Accepted by NLPCC 2023, ArXiv)

Preprint

  • Making Large Language Models Perform Better in Knowledge Graph Completion. (Preprint paper, ArXiv)
  • Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering. (Preprint paper. ArXiv)

Stats

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Yichi Zhang's Projects

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