CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning

24 November 2019

Qianying Liu

Papers citing "CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning"

24 / 24 papers shown

Title
SMARTe: Slot-based Method for Accountable Relational Triple extraction Xue Wen Tan Stanley Kok 31 0 0 17 Apr 2025
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMs Madhusudan Ghosh Shrimon Mukherjee Asmit Ganguly Partha Basuchowdhuri S. Naskar Debasis Ganguly 36 7 0 15 Sep 2024
How Important is Domain Specificity in Language Models and Instruction Finetuning for Biomedical Relation Extraction? Aviv Brokman Ramakanth Kavuluru LM&MA ALM 34 3 0 21 Feb 2024
Training on Synthetic Data Beats Real Data in Multimodal Relation Extraction Zilin Du Haoxin Li Xu Guo Boyang Li 35 1 0 05 Dec 2023
BitCoin: Bidirectional Tagging and Supervised Contrastive Learning based Joint Relational Triple Extraction Framework Luyao He Zhongbao Zhang Sen Su Yuxin Chen 24 0 0 21 Sep 2023
Revisiting Relation Extraction in the era of Large Language Models Somin Wadhwa Silvio Amir Byron C. Wallace ReLM KELM LRM 27 140 0 08 May 2023
End-to-End $n$ -ary Relation Extraction for Combination Drug Therapies Yuhang Jiang Ramakanth Kavuluru 32 7 0 29 Mar 2023
FactReranker: Fact-guided Reranker for Faithful Radiology Report Summarization Qianqian Xie Jiayu Zhou Yifan Peng Fei Wang HILM MedIm 42 10 0 15 Mar 2023
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 53 70 0 23 Oct 2022
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction Zhen Wan Qianying Liu Zhuoyuan Mao Fei Cheng Sadao Kurohashi Jiwei Li 30 8 0 21 Oct 2022
A Sequence Tagging based Framework for Few-Shot Relation Extraction Xukun Luo Ping Wang ViT 3DV 30 0 0 17 Aug 2022
Summarization as Indirect Supervision for Relation Extraction Keming Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen 65 52 0 19 May 2022
A sequence-to-sequence approach for document-level relation extraction John Giorgi Gary D. Bader Bo Wang 41 52 0 03 Apr 2022
OneRel:Joint Entity and Relation Extraction with One Module in One Step Yu-Ming Shang Heyan Huang Xian-Ling Mao 19 127 0 10 Mar 2022
Discovering Drug-Target Interaction Knowledge from Biomedical Literature Yutai Hou Yingce Xia Lijun Wu Shufang Xie Yang Fan Jinhua Zhu Wanxiang Che Tao Qin Tie-Yan Liu 25 14 0 27 Sep 2021
BioCopy: A Plug-And-Play Span Copy Mechanism in Seq2Seq Models Yi Liu Guoan Zhang Puning Yu Jianlin Su Shengfeng Pan BDL SyDa 32 5 0 26 Sep 2021
A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling Feiliang Ren Longhui Zhang Shujuan Yin Xiaofeng Zhao Shilei Liu Bochao Li Yaduo Liu 39 70 0 14 Sep 2021
An Effective System for Multi-format Information Extraction Yaduo Liu Longhui Zhang Shujuan Yin Xiaofeng Zhao Feiliang Ren 32 1 0 16 Aug 2021
HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction Liliang Ren Chenkai Sun Heng Ji J. Hockenmaier 38 14 0 30 Jun 2021
A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction Jian Cheng Tian Zhang Shuang Zhang Huimin Ren Guo-Ding Yu Xiliang Zhang Shangce Gao Lianbo Ma 27 16 0 27 Jun 2021
Graph-based Joint Pandemic Concern and Relation Extraction on Twitter Jingli Shi Weihua Li Sira Yongchareon Yi Yang Quan-wei Bai 18 8 0 18 Jun 2021
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey Tapas Nayak Navonil Majumder Pawan Goyal Soujanya Poria ViT 16 49 0 31 Mar 2021
Contrastive Triple Extraction with Generative Transformer Hongbin Ye Ningyu Zhang Shumin Deng Mosha Chen Chuanqi Tan Fei Huang Huajun Chen 17 127 0 14 Sep 2020
On Robustness and Bias Analysis of BERT-based Relation Extraction Luoqiu Li Xiang Chen Hongbin Ye Zhen Bi Shumin Deng Ningyu Zhang Huajun Chen 32 18 0 14 Sep 2020