最近小編在整理一些篇章級別的工作，首先整理了一份篇章級關(guān)系抽取 (Doc-RE)的論文列表，希望可以為大家的學(xué)習(xí)和研究提供一定的便利！

ps. 感謝張振宇博士(http://zhenyu.ac.cn/)在此文完成后給予的訂正！

2017

TACL2017: Cross-sentence n-ary relation extraction with graph LSTMs

EACL2017: Distant Supervision for Relation Extraction Beyond the Sentence Boundary

2018

NAACL2018: Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction

2019

ACL2019: DocRED: A large-scale document-level relation extraction dataset

ACL2019: Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network

EMNLP2019: Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs

AAAI2019: Neural relation extraction within and across sentence boundaries

2020

ACL2020: Reasoning with Latent Structure Refinement for Document-Level Relation Extraction

EMNLP2020: Double Graph Based Reasoning for Document-level Relation Extraction

EMNLP2020: Global-to-Local Neural Networks for Document-Level Relation Extraction

COLING2020: Document-level Relation Extraction with Dual-tier Heterogeneous Graph

COLING2020: Graph Enhanced Dual Attention Network for Document-Level Relation Extraction

COLING2020: Global Context-enhanced Graph Convolutional Networks for Document-level Relation Extraction

PAKDD2020: HIN: Hierarchical Inference Network for Document-Level Relation Extraction

Fine-tune Bert for Docred with two-step processpaper

Entity and Evidence Guided Relation Extraction for DocRED

2021

AAAI2021: Document-Level Relation Extraction with Reconstruction

AAAI2021: Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling

AAAI2021: Entity Structure Within and Throughout: Modeling Mention Dependencies for DocumentLevel Relation Extraction

AAAI2021: Multi-view Inference for Relation Extraction with Uncertain Knowledge

責(zé)任編輯：xj

原文標(biāo)題：篇章級關(guān)系抽取(Doc-RE)論文列表整理

文章出處：【微信公眾號：深度學(xué)習(xí)自然語言處理】歡迎添加關(guān)注！文章轉(zhuǎn)載請注明出處。