2017年论文

• TACL2017
  • 论文题目:Cross-sentence n-ary relation extraction with graph LSTMs
  • 论文地址,论文源码
• EACL2017
  • 论文题目:Distant Supervision for Relation Extraction beyond the SentenceBoundary
  • 论文地址,论文源码

    2018年论文

• NAACL2018
  • 论文题目:Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction
  • 论文地址,论文源码

    2019年论文

• ACL2019(数据集)
  • 论文题目:DocRED:A large-scale document-level relation extraction dataset
  • 论文地址,论文源码
• ACL2019
  • 论文题目:Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network
  • 论文地址,论文源码
• EMNLP2019
  • 论文题目:Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs
  • 论文题目,论文源码
• AAAI2019
  • 论文题目:Neural relation extraction within and across sentence boundaries
  • 论文地址,论文源码

    2020年论文

• ACL2020
  • Reasoning with Latent Structure Refinement for Document-Level Relation Extraction
  • 论文地址,论文源码
• EMNLP2020
  • 论文题目:Double Graph Based Reasoning for Document-level Relation Extraction
  • 论文地址,论文源码
• EMNLP2020
  • 论文题目:Global-to-Local Neural Networks for Document-Level Relation Extraction
  • 论文地址,论文源码
• COLING2020
  • 论文题目:Document-level Relation Extraction with Dual-tier Heterogeneous Graph
  • 论文地址,论文源码
• COLING2020
  • 论文题目:Graph Enhanced Dual Attention Network for Document-Level Relation Extraction
  • 论文地址,论文源码
• COLING2020
  • 论文题目:Global Context-enhanced Graph Convolutional Networks for Document-level Relation Extraction
  • 论文地址,论文源码
• PAKDD2020
  • 论文题目:HIN: Hierarchical Inference Network for Document-Level Relation Extraction
  • 论文地址,论文源码
• 论文题目:Fine-tune Bert for Docred with two-step process
• 论文地址,论文源码
• 论文题目:Entity and Evidence Guided Relation Extraction for DocRED
• 论文地址,论文源码

  2021年论文

• AAAI2021
  • Document-Level Relation Extraction with Reconstruction code
  • 论文地址,论文源码
• AAAI2021
  • 论文题目:Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling
  • 论文地址,论文源码
• AAAI2021
  • 论文题目:Entity Structure Within and Throughout: Modeling Mention Dependencies for DocumentLevel Relation Extraction
  • 论文地址
• AAAI2021
  • 论文题目:Multi-view Inference for Relation Extraction with Uncertain Knowledge