Cross-Sentence N-ary Relation Extraction with Graph LSTMs

12 August 2017

Papers citing "Cross-Sentence N-ary Relation Extraction with Graph LSTMs"

50 / 182 papers shown

Title
pLSTM: parallelizable Linear Source Transition Mark networks Korbinian Poppel Richard Freinschlag Thomas Schmied Wei Lin Sepp Hochreiter 73 0 0 13 Jun 2025
Towards a More Generalized Approach in Open Relation Extraction Qing Wang Yuepei Li Qiao Qiao Kang Zhou Qi Li NAI 102 1 0 28 May 2025
Enhancing Document Retrieval for Curating N-ary Relations in Knowledge Bases Xing David Wang Ulf Leser 106 0 0 14 Apr 2025
GraphRevisedIE: Multimodal Information Extraction with Graph-Revised Network Panfeng Cao Jian Wu 88 12 0 02 Oct 2024
ViBERTgrid BiLSTM-CRF: Multimodal Key Information Extraction from Unstructured Financial Documents Furkan Pala Mehmet Yasin Akpınar Onur Deniz Gülşen Eryiğit 75 0 0 23 Sep 2024
Entity-Aware Self-Attention and Contextualized GCN for Enhanced Relation Extraction in Long Sentences Xin Wang Xinyi Bai 105 0 0 15 Sep 2024
GEGA: Graph Convolutional Networks and Evidence Retrieval Guided Attention for Enhanced Document-level Relation Extraction Yanxu Mao Peipei Liu Tiehan Cui 103 1 0 31 Jul 2024
Enhancing Biomedical Knowledge Discovery for Diseases: An End-To-End Open-Source Framework Christos Theodoropoulos Andrei Catalin Coman James Henderson Marie-Francine Moens 90 2 0 18 Jul 2024
Augmenting Document-level Relation Extraction with Efficient Multi-Supervision Xiangyu Lin Weijia Jia Zhiguo Gong 100 0 0 01 Jul 2024
READ: Improving Relation Extraction from an ADversarial Perspective Dawei Li William Hogan Jingbo Shang AAML 139 0 0 02 Apr 2024
Extracting Polymer Nanocomposite Samples from Full-Length Documents Ghazal Khalighinejad Yuan Chiang L. C. Brinson Bhuwan Dhingra 108 2 0 01 Mar 2024
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 115 5 0 22 Nov 2023
Extracting Entities of Interest from Comparative Product Reviews Jatin Arora S. Agrawal Pawan Goyal Sayan D. Pathak 37 18 0 31 Oct 2023
GenKIE: Robust Generative Multimodal Document Key Information Extraction Panfeng Cao Ye Wang Qiang Zhang Zaiqiao Meng SyDa 96 7 0 24 Oct 2023
A Unified View of Evaluation Metrics for Structured Prediction Yunmo Chen William Gantt Tongfei Chen Aaron Steven White Benjamin Van Durme 70 7 0 20 Oct 2023
Document-Level Relation Extraction with Relation Correlation Enhancement Yusheng Huang Zhouhan Lin 64 2 0 06 Oct 2023
A Comprehensive Survey of Document-level Relation Extraction (2016-2023) Lea Demelius Hanh Thi Hong Tran Roman Kern Georgeta Bordea Andreas Trügler Antoine Doucet 136 5 0 28 Sep 2023
A Survey of Document-Level Information Extraction Hanwen Zheng Sijia Wang Lifu Huang 109 1 0 23 Sep 2023
GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction Andrei Catalin Coman Christos Theodoropoulos Marie-Francine Moens James Henderson ViT 107 1 0 28 Aug 2023
Extracting Relational Triples Based on Graph Recursive Neural Network via Dynamic Feedback Forest Algorithm Hongyin Zhu 76 0 0 22 Aug 2023
Transformers in Healthcare: A Survey Subhash Nerella S. Bandyopadhyay Jiaqing Zhang Miguel Contreras Scott Siegel ... Jessica Sena B. Shickel A. Bihorac Kia Khezeli Parisa Rashidi MedIm AI4CE 134 48 0 30 Jun 2023
Did the Models Understand Documents? Benchmarking Models for Language Understanding in Document-Level Relation Extraction Haotian Chen Bingsheng Chen Xiangdong Zhou 126 8 0 20 Jun 2023
BioREx: Improving Biomedical Relation Extraction by Leveraging Heterogeneous Datasets Po-Ting Lai Chih-Hsuan Wei Ling Luo Qingyu Chen Zhiyong Lu 87 15 0 19 Jun 2023
Distributed Marker Representation for Ambiguous Discourse Markers and Entangled Relations Dongyu Ru Lin Qiu Xipeng Qiu Yue Zhang Zheng Zhang 88 3 0 19 Jun 2023
Advancing Biomedicine with Graph Representation Learning: Recent Progress, Challenges, and Future Directions Fang Li Yi Nian Zenan Sun Cui Tao LM&MA OOD AI4TS AI4CE 97 6 0 18 Jun 2023
Parallel Neurosymbolic Integration with Concordia Jonathan Feldstein Modestas Jurcius Efthymia Tsamoura NAI 113 2 0 01 Jun 2023
Open-world Semi-supervised Generalized Relation Discovery Aligned in a Real-world Setting William Hogan Jiacheng Li Jingbo Shang OffRL 84 3 0 22 May 2023
Instant Representation Learning for Recommendation over Large Dynamic Graphs Cheng Wu Chao-Hong Wang Jingcao Xu Ziwei Fang Tiankai Gu Changping Wang Yang Song Kai Zheng Xiaowei Wang Guorui Zhou AI4TS 95 9 0 22 May 2023
CED: Catalog Extraction from Documents Tong Zhu Guoliang Zhang Zechang Li Zijian Yu Junfei Ren Mengsong Wu Zhefeng Wang Baoxing Huai Pingfu Chao Wenliang Chen 123 0 0 28 Apr 2023
Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction Jiannan Guo Stanley Kok Lidong Bing 76 10 0 03 Apr 2023
Querying Large Language Models with SQL Mohammed Saeed Nicola De Cao Paolo Papotti 80 38 0 02 Apr 2023
End-to-End $n$ -ary Relation Extraction for Combination Drug Therapies Yuhang Jiang Ramakanth Kavuluru 101 7 0 29 Mar 2023
DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation Extraction Youmi Ma An Wang Naoaki Okazaki 111 75 0 17 Feb 2023
Event Temporal Relation Extraction with Bayesian Translational Model Xingwei Tan Gabriele Pergola Yulan He AI4TS 128 13 0 10 Feb 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction Wenxuan Zhou Sheng Zhang Tristan Naumann Muhao Chen Hoifung Poon 138 10 0 21 Dec 2022
A Survey of Graph Neural Networks for Social Recommender Systems Kartik Sharma Yeon-Chang Lee S. Nambi Aditya Salian Shlok Shah Sang-Wook Kim Srijan Kumar 179 148 0 08 Dec 2022
Entity-centered Cross-document Relation Extraction Feng Wang Fei Li Hao Fei Jingye Li Shengqiong Wu Fangfang Su Wenxuan Shi Donghong Ji Bo Cai 130 30 0 29 Oct 2022
Overlapping Community Detection using Dynamic Dilated Aggregation in Deep Residual GCN Md Nurul Muttakin Md. Iqbal Hossain Md Saidur Rahman GNN 134 3 0 20 Oct 2022
On the Explainability of Natural Language Processing Deep Models Julia El Zini M. Awad 120 99 0 13 Oct 2022
Iterative Document-level Information Extraction via Imitation Learning Yunmo Chen William Gantt Weiwei Gu Tongfei Chen Aaron Steven White Benjamin Van Durme 176 12 0 12 Oct 2022
GRANITE: A Graph Neural Network Model for Basic Block Throughput Estimation O. Sýkora P. Phothilimthana Charith Mendis Amir Yazdanbakhsh GNN 156 21 0 08 Oct 2022
Graph Classification via Discriminative Edge Feature Learning Yang Yi Xuequan Lu Shang Gao A. Robles-Kelly Yuejie Zhang GNN 108 9 0 05 Oct 2022
A Decade of Knowledge Graphs in Natural Language Processing: A Survey Phillip Schneider Tim Schopf Juraj Vladika Mikhail Galkin Elena Simperl Florian Matthes 165 66 0 30 Sep 2022
Controllable Text Generation for Open-Domain Creativity and Fairness Nanyun Peng 108 7 0 24 Sep 2022
Graph Neural Networks for Molecules Yuyang Wang Zijie Li A. Farimani GNN AI4CE 233 39 0 12 Sep 2022
Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest Yifan Jin Jiangmeng Li Zheng Lian Chengbo Jiao Xiaohui Hu MedIm 64 10 0 29 Aug 2022
Query-Response Interactions by Multi-tasks in Semantic Search for Chatbot Candidate Retrieval Libin Shi Kai Zhang Wenge Rong 96 3 0 23 Aug 2022
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds Junbo Yin Jianbing Shen Xin Gao David J. Crandall Ruigang Yang 3DPC ViT 140 65 0 26 Jul 2022
Enhancing Document-level Relation Extraction by Entity Knowledge Injection Xin-Yue Wang Zitao Wang Weijian Sun Wei Hu KELM 107 9 0 23 Jul 2022
An Overview of Distant Supervision for Relation Extraction with a Focus on Denoising and Pre-training Methods William Hogan 129 6 0 17 Jul 2022