RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot
Document-Level Relation Extraction

RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction

24 October 2023

Aiwei Liu

Lijie Wen

Papers citing "RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction"

11 / 11 papers shown

Title
Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction Jiaxin Yu Deqing Yang Shuyu Tian 28 26 0 28 May 2022
Learning To Retrieve Prompts for In-Context Learning Ohad Rubin Jonathan Herzig Jonathan Berant VPVLM RALM 45 679 0 16 Dec 2021
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction Yuxin Xiao Zecheng Zhang Yuning Mao Carl Yang Jiawei Han RALM AI4TS 39 47 0 24 Sep 2021
Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion Yiqing Xie Jiaming Shen Sha Li Yuning Mao Jiawei Han 52 65 0 16 Jun 2021
Document-level Relation Extraction as Semantic Segmentation Ningyu Zhang Xiang Chen Xin Xie Shumin Deng Chuanqi Tan Mosha Chen Fei Huang Luo Si Huajun Chen ViT 49 183 0 07 Jun 2021
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes O. Sabo Yanai Elazar Yoav Goldberg Ido Dagan 53 39 0 17 Apr 2021
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning Beliz Gunel Jingfei Du Alexis Conneau Ves Stoyanov 43 504 0 03 Nov 2020
DocRED: A Large-Scale Document-Level Relation Extraction Dataset Yuan Yao Deming Ye Peng Li Xu Han Yankai Lin Zhenghao Liu Zhiyuan Liu Lixin Huang Jie Zhou Maosong Sun 40 453 0 14 Jun 2019
Matching the Blanks: Distributional Similarity for Relation Learning Livio Baldini Soares Nicholas FitzGerald Jeffrey Ling Tom Kwiatkowski 43 768 0 07 Jun 2019
Document-Level $N$ -ary Relation Extraction with Multiscale Representation Learning Robin Jia Cliff Wong Hoifung Poon NAI 33 144 0 04 Apr 2019
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 290 7,299 0 13 Jun 2016