End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures

5 January 2016

Papers citing "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures"

50 / 324 papers shown

Title
Autoregressive Language Models for Knowledge Base Population: A case study in the space mission domain Andrés García-Silva José Manuél Gómez-Pérez 47 0 0 24 Mar 2025
Relation Extraction with Instance-Adapted Predicate Descriptions Yuhang Jiang Ramakanth Kavuluru 58 0 0 22 Mar 2025
Few-Shot Joint Multimodal Entity-Relation Extraction via Knowledge-Enhanced Cross-modal Prompt Model Li Yuan Yi Cai Junsheng Huang VLM 41 2 0 18 Oct 2024
AGENTiGraph: An Interactive Knowledge Graph Platform for LLM-based Chatbots Utilizing Private Data Xinjie Zhao Moritz Blum Rui Yang Boming Yang Luis Márquez Carpintero ... Yiming Li Yanran Fu R. Wang Juntao Zhang Irene Z Li 30 3 0 15 Oct 2024
Entity-Aware Self-Attention and Contextualized GCN for Enhanced Relation Extraction in Long Sentences Xin Wang Xinyi Bai 33 0 0 15 Sep 2024
Maximizing Relation Extraction Potential: A Data-Centric Study to Unveil Challenges and Opportunities Anushka Swarup Avanti Bhandarkar Olivia P. Dizon-Paradis Ronald Wilson D. Woodard 43 0 0 07 Sep 2024
A Global-Local Attention Mechanism for Relation Classification Yiping Sun 47 5 0 01 Jul 2024
CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph Tong Zhou Yubo Chen Kang Liu Jun Zhao HILM RALM 37 1 0 25 Jun 2024
End-to-End Argument Mining as Augmented Natural Language Generation Nilmadhab Das Vishal Choudhary V. V. Saradhi Ashish Anand 21 0 0 12 Jun 2024
PGA-SciRE: Harnessing LLM on Data Augmentation for Enhancing Scientific Relation Extraction Yang Zhou Shimin Shan Hongkui Wei Zhehuan Zhao Wenshuo Feng 41 1 0 30 May 2024
RTF: Region-based Table Filling Method for Relational Triple Extraction Ning An Lei Hei Yong Jiang Weiping Meng Jingjing Hu Boran Huang Feiliang Ren 30 3 0 29 Apr 2024
REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking N. Bouziani Shubhi Tyagi Joseph Fisher Jens Lehmann Andrea Pierleoni SyDa 40 1 0 19 Apr 2024
A Two Dimensional Feature Engineering Method for Relation Extraction Hao Wang Yanping Chen Weizhe Yang Yongbin Qin Ruizhang Huang 35 1 0 07 Apr 2024
Towards Realistic Few-Shot Relation Extraction: A New Meta Dataset and Evaluation F. Alam M. Islam Robert Vacareanu Mihai Surdeanu 27 2 0 05 Apr 2024
A Bi-consolidating Model for Joint Relational Triple Extraction Xiaocheng Luo Yanping Chen Ruixue Tang Caiwei Yang Ruizhang Huang Yongbin Qin 49 0 0 05 Apr 2024
READ: Improving Relation Extraction from an ADversarial Perspective Dawei Li William Hogan Jingbo Shang AAML 36 0 0 02 Apr 2024
Guided Distant Supervision for Multilingual Relation Extraction Data: Adapting to a New Language Alistair Plum Tharindu Ranasinghe Christoph Purschke 23 0 0 25 Mar 2024
FCDS: Fusing Constituency and Dependency Syntax into Document-Level Relation Extraction Xudong Zhu Zhao Kang Bei Hui 40 3 0 04 Mar 2024
IPED: An Implicit Perspective for Relational Triple Extraction based on Diffusion Model Jianli Zhao Changhao Xu Bin Jiang 30 0 0 24 Feb 2024
MatSciRE: Leveraging Pointer Networks to Automate Entity and Relation Extraction for Material Science Knowledge-base Construction Ankan Mullick Akash Ghosh G. Chaitanya Samir Ghui Tapas Nayak Seung-Cheol Lee S. Bhattacharjee Pawan Goyal 18 10 0 18 Jan 2024
JarviX: A LLM No code Platform for Tabular Data Analysis and Optimization Shang-Ching Liu ShengKun Wang Wenqi Lin Chung-Wei Hsiung Yi-Chen Hsieh Yu-Ping Cheng Sian-Hong Luo Tsungyao Chang Jianwei Zhang 26 14 0 03 Dec 2023
Transformer-based Named Entity Recognition in Construction Supply Chain Risk Management in Australia Milad Baghalzadeh Shishehgarkhaneh R. Moehler Yihai Fang Amer A. Hijazi Hamed Aboutorab 36 7 0 23 Nov 2023
Comparison of pipeline, sequence-to-sequence, and GPT models for end-to-end relation extraction: experiments with the rare disease use-case Shashank Gupta Xuguang Ai Ramakanth Kavuluru 24 3 0 22 Nov 2023
Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning Ruosen Li Xinya Du LRM 44 16 0 07 Nov 2023
Relation Extraction Model Based on Semantic Enhancement Mechanism PeiYu Liu Junping Du Yingxia Shao Zeli Guan 14 0 0 05 Nov 2023
Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks Zhaohui Yan Aaron Courville Wei Liu Kewei Tu 24 10 0 26 Oct 2023
Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models Raymond Li Gabriel Murray Giuseppe Carenini MoE 41 2 0 24 Oct 2023
tagE: Enabling an Embodied Agent to Understand Human Instructions Chayan Sarkar Avik Mitra Pradip Pramanick Tapas Nayak LM&Ro 49 1 0 24 Oct 2023
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang 28 1 0 17 Oct 2023
MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition Shuhui Wu Yongliang Shen Zeqi Tan Wenqi Ren Jietian Guo Shiliang Pu Weiming Lu 40 4 0 12 Oct 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Saizhuo Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 35 8 0 07 Oct 2023
Do the Benefits of Joint Models for Relation Extraction Extend to Document-level Tasks? Pratik Saini Tapas Nayak Indrajit Bhattacharya 20 0 0 01 Oct 2023
Deep Learning for Optimization of Trajectories for Quadrotors Yuwei Wu Xiatao Sun Igor Spasojevic Vijay Kumar 38 8 0 26 Sep 2023
Dealing with negative samples with multi-task learning on span-based joint entity-relation extraction Chenguang Xue Jiamin Lu 24 0 0 18 Sep 2023
Extracting Relational Triples Based on Graph Recursive Neural Network via Dynamic Feedback Forest Algorithm Hongyin Zhu 18 0 0 22 Aug 2023
I-WAS: a Data Augmentation Method with GPT-2 for Simile Detection Yongzhu Chang Rongsheng Zhang Jiashu Pu 38 1 0 08 Aug 2023
Syntax-Aware Complex-Valued Neural Machine Translation Yang Liu Yuexian Hou 20 1 0 17 Jul 2023
A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling Ye Wang Huazheng Pan Tao Zhang Wen Wu Wen-zhong Hu 31 5 0 26 Jun 2023
Pushing the Limits of ChatGPT on NLP Tasks Xiaofei Sun Linfeng Dong Xiaoya Li Zhen Wan Shuhe Wang ... Jiwei Li Fei Cheng Lingjuan Lyu Fei Wu Guoyin Wang AI4MH LRM 44 29 0 16 Jun 2023
Annotation-Inspired Implicit Discourse Relation Classification with Auxiliary Discourse Connective Generation Wei Liu Michael Strube 27 15 0 10 Jun 2023
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers Xiaoyan Zhao Yang Deng Min Yang Lingzhi Wang Rui Zhang Hong Cheng W. Lam Ying Shen Ruifeng Xu KELM 37 27 0 03 Jun 2023
Open-world Semi-supervised Generalized Relation Discovery Aligned in a Real-world Setting William Hogan Jiacheng Li Jingbo Shang OffRL 27 1 0 22 May 2023
DiffusionNER: Boundary Diffusion for Named Entity Recognition Yongliang Shen Kaitao Song Xuejiao Tan Dongsheng Li Weiming Lu Yueting Zhuang DiffM 55 33 0 22 May 2023
Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction Hao Fei Meishan Zhang Hao Fei Tat-Seng Chua 24 5 0 20 May 2023
RxnScribe: A Sequence Generation Model for Reaction Diagram Parsing Yujie Qian Jiang Guo Zhengkai Tu Connor W. Coley Regina Barzilay GNN 27 17 0 19 May 2023
HIORE: Leveraging High-order Interactions for Unified Entity Relation Extraction Yijun Wang Changzhi Sun Yuanbin Wu L. Li Junchi Yan Hao Zhou 24 2 0 07 May 2023
Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data Yufei Li Xiao Yu Yanchi Liu Haifeng Chen Cong Liu UQCV SSL 26 6 0 05 May 2023
Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs Somin Wadhwa Jay DeYoung Benjamin E. Nye Silvio Amir Byron C. Wallace 8 14 0 05 May 2023
Prompt-Learning for Cross-Lingual Relation Extraction Chiaming Hsu Changtong Zan Liang Ding Longyue Wang Xiaoting Wang Weifeng Liu Fu Lin Wenbin Hu LRM 36 5 0 20 Apr 2023
Automated Mapping of CVE Vulnerability Records to MITRE CWE Weaknesses Ashraf Haddad N. Aaraj Preslav Nakov Septimiu Fabian Mare 22 4 0 13 Apr 2023