Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction

22 November 2019

Hwee Tou Ng

Papers citing "Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction"

31 / 31 papers shown

Title
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMs Madhusudan Ghosh Shrimon Mukherjee Asmit Ganguly Partha Basuchowdhuri S. Naskar Debasis Ganguly 38 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
BitCoin: Bidirectional Tagging and Supervised Contrastive Learning based Joint Relational Triple Extraction Framework Luyao He Zhongbao Zhang Sen Su Yuxin Chen 26 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 33 140 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
Multilingual Entity and Relation Extraction from Unified to Language-specific Training Zixiang Wang Jian Yang Tongliang Li Jiaheng Liu Ying Mo Jiaqi Bai Longtao He Zhoujun Li 32 2 0 11 Jan 2023
A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach Yew Ken Chia Lidong Bing Sharifah Mahani Aljunied Luo Si Soujanya Poria 32 14 0 18 Nov 2022
UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction Wei Tang Benfeng Xu Yuyue Zhao Zhendong Mao Yifeng Liu Yong Liao Haiyong Xie 29 46 0 16 Nov 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 56 70 0 23 Oct 2022
A Sequence Tagging based Framework for Few-Shot Relation Extraction Xukun Luo Ping Wang ViT 3DV 35 0 0 17 Aug 2022
Exploring Generative Models for Joint Attribute Value Extraction from Product Titles Kalyani Roy Tapas Nayak Pawan Goyal 38 5 0 15 Aug 2022
Sequence-Based Extractive Summarisation for Scientific Articles Soumya Sharma A. Meena 18 9 0 07 Apr 2022
A sequence-to-sequence approach for document-level relation extraction John Giorgi Gary D. Bader Bo Wang 41 52 0 03 Apr 2022
GenIE: Generative Information Extraction Martin Josifoski Nicola De Cao Maxime Peyrard Fabio Petroni Robert West 63 65 0 15 Dec 2021
A Simple but Effective Bidirectional Framework for Relational Triple Extraction Feiliang Ren Longhui Zhang Xiaofeng Zhao Shujuan Yin Shilei Liu Bochao Li 23 48 0 09 Dec 2021
PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction Rajdeep Mukherjee Tapas Nayak Yash Butala Sourangshu Bhattacharya Pawan Goyal 36 55 0 10 Oct 2021
BioCopy: A Plug-And-Play Span Copy Mechanism in Seq2Seq Models Yi Liu Guoan Zhang Puning Yu Jianlin Su Shengfeng Pan BDL SyDa 34 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 41 70 0 14 Sep 2021
Text-to-Table: A New Way of Information Extraction Xueqing Wu Jiacheng Zhang Hang Li LMTD 30 54 0 06 Sep 2021
RTE: A Tool for Annotating Relation Triplets from Text Ankan Mullick Animesh Bera Tapas Nayak KELM 18 2 0 18 Aug 2021
UniRE: A Unified Label Space for Entity Relation Extraction Yijun Wang Changzhi Sun Yuanbin Wu Hao Zhou Lei Li Junchi Yan 22 112 0 09 Jul 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
Explicit Interaction Network for Aspect Sentiment Triplet Extraction Peiyi Wang Tianyu Liu Damai Dai Runxin Xu Baobao Chang Zhifang Sui 25 4 0 21 Jun 2021
PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction Heng Zheng Rui Wen Xi Chen Yifan Yang Yunyan Zhang Ziheng Zhang Ningyu Zhang Bin Qin Ming Xu Yefeng Zheng 34 199 0 18 Jun 2021
Doc2Dict: Information Extraction as Text Generation Benjamin Townsend Eamon Ito-Fisher Lily Zhang Madison May 28 7 0 16 May 2021
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors Fenia Christopoulou Makoto Miwa Sophia Ananiadou 53 20 0 16 Apr 2021
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey Tapas Nayak Navonil Majumder Pawan Goyal Soujanya Poria ViT 18 49 0 31 Mar 2021
Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction Haiyang Yu Ningyu Zhang Shumin Deng Hongbin Ye Wei Zhang Huajun Chen 8 49 0 30 Oct 2020
TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking Yucheng Wang Yu Bowen Yueyang Zhang Tingwen Liu Hongsong Zhu Limin Sun 16 336 0 26 Oct 2020
Contrastive Triple Extraction with Generative Transformer Hongbin Ye Ningyu Zhang Shumin Deng Mosha Chen Chuanqi Tan Fei Huang Huajun Chen 19 128 0 14 Sep 2020
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 220 7,930 0 17 Aug 2015