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Improved Relation Extraction with Feature-Rich Compositional Embedding Models

10 May 2015

Papers citing "Improved Relation Extraction with Feature-Rich Compositional Embedding Models"

42 / 42 papers shown

Title
A Decoupling and Aggregating Framework for Joint Extraction of Entities and Relations Yao Wang Xin Liu Weikun Kong Hai-tao Yu Teeradaj Racharak Kyoung-Sook Kim Le-Minh Nguyen 84 0 0 14 May 2024
Multiple Relations Classification using Imbalanced Predictions Adaptation S. Alqaaidi Elika Bozorgi Krzysztof J. Kochut 32 3 0 24 Sep 2023
Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language Models Yi-Hsien Liu Tianle Han Siyuan Ma Jia-Yu Zhang Yuanyu Yang ... Xiang Li Ning Qiang Dingang Shen Tianming Liu Bao Ge ALM ELM AI4CE LM&MA LLMAG 93 511 0 04 Apr 2023
ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT Xiang Wei Xingyu Cui Ning Cheng Xiaobin Wang Xin Zhang ... Jinan Xu Jinan Xu Meishan Zhang Yong Jiang Wenjuan Han 124 344 0 20 Feb 2023
Less is More: Rethinking State-of-the-art Continual Relation Extraction Models with a Frustratingly Easy but Effective Approach Peiyi Wang Yifan Song Tianyu Liu Rundong Gao Binghuai Lin Yunbo Cao Zhifang Sui 56 10 0 01 Sep 2022
What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification Elisa Bassignana Barbara Plank 81 23 0 28 Apr 2022
Budget Sensitive Reannotation of Noisy Relation Classification Data Using Label Hierarchy Akshay Parekh Ashish Anand Amit Awekar 26 0 0 26 Dec 2021
Inconsistent Few-Shot Relation Classification via Cross-Attentional Prototype Networks with Contrastive Learning Hongru Wang Zhijing Jin Jiarun Cao Gabriel Pui Cheong Fung Kam-Fai Wong 34 3 0 13 Oct 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 68 16 0 27 Jun 2021
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues Liang Qiu Yuan Liang Yizhou Zhao Pan Lu Baolin Peng Zhou Yu Ying Nian Wu Song-Chun Zhu 75 18 0 02 Jun 2021
Revisiting the Negative Data of Distantly Supervised Relation Extraction Chenhao Xie Jiaqing Liang Jingping Liu Chengsong Huang Wenhao Huang Yanghua Xiao 90 29 0 21 May 2021
Dual Pointer Network for Fast Extraction of Multiple Relations in a Sentence Seongsik Park H. Kim 51 8 0 05 Mar 2021
GDPNet: Refining Latent Multi-View Graph for Relation Extraction Fuzhao Xue Aixin Sun Hao Zhang Eng Siong Chng 71 86 0 12 Dec 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 144 128 0 24 Sep 2020
Semantic Relations and Deep Learning Vivi Nastase Stan Szpakowicz GNN 41 0 0 11 Sep 2020
Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents Daoyuan Chen Yaliang Li Kai Lei Ying Shen NoLa 48 14 0 21 Apr 2020
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction Xu Han Tianyu Gao Yankai Lin Hao Peng Yaoliang Yang Chaojun Xiao Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 111 138 0 07 Apr 2020
Leveraging Dependency Forest for Neural Medical Relation Extraction Linfeng Song Yue Zhang D. Gildea Mo Yu Zhiguo Wang Jinsong Su Jinsong Su MedIm 78 34 0 11 Nov 2019
Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping Jian Ni Radu Florian 113 22 0 31 Oct 2019
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction Zhepei Wei Jianlin Su Yue Wang Yuan Tian Yi-Ju Chang 3DV 64 17 0 07 Sep 2019
Neural Snowball for Few-Shot Relation Learning Tianyu Gao Xu Han Ruobing Xie Zhiyuan Liu Fen Lin Leyu Lin Maosong Sun 97 79 0 29 Aug 2019
Jointly Modeling Hierarchical and Horizontal Features for Relational Triple Extraction Zhepei Wei Yantao Jia Yuan Tian Mohammad Javad Hosseini Sujian Li Mark Steedman Yi-Ju Chang 31 0 0 23 Aug 2019
Tackling Graphical NLP problems with Graph Recurrent Networks Linfeng Song GNN 34 1 0 13 Jul 2019
Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control Amir Pouran Ben Veyseh Thien Huu Nguyen Dejing Dou 35 12 0 07 Jul 2019
A Walk-based Model on Entity Graphs for Relation Extraction Fenia Christopoulou Makoto Miwa Sophia Ananiadou GNN 90 98 0 19 Feb 2019
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers Haoyu Wang Ming Tan Mo Yu Shiyu Chang Dakuo Wang Kun Xu Xiaoxiao Guo Saloni Potdar ViT 104 98 0 04 Feb 2019
A Hierarchical Framework for Relation Extraction with Reinforcement Learning Ryuichi Takanobu Tianyang Zhang Jiexi Liu Minlie Huang 101 226 0 09 Nov 2018
Effective Feature Representation for Clinical Text Concept Extraction Yifeng Tao B. Godefroy Guillaume Genthial Christopher Potts 69 8 0 31 Oct 2018
FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation Xu Han Hao Zhu Pengfei Yu Ziyun Wang Yuan Yao Zhiyuan Liu Maosong Sun SLR 95 615 0 24 Oct 2018
N-ary Relation Extraction using Graph State LSTM Linfeng Song Yue Zhang Zhiguo Wang D. Gildea 94 165 0 28 Aug 2018
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model Kun Xu Lingfei Wu Zhiguo Wang Mo Yu Liwei Chen V. Sheinin GNN 68 77 0 23 Aug 2018
Knowledge Base Relation Detection via Multi-View Matching Yang Yu K. Hasan Mo Yu Wei Zhang Zhiguo Wang 65 11 0 01 Mar 2018
Indirect Supervision for Relation Extraction using Question-Answer Pairs Zeqiu Wu Xiang Ren Frank F. Xu Ji Li Jiawei Han 55 9 0 30 Oct 2017
Composing Distributed Representations of Relational Patterns Sho Takase Naoaki Okazaki Kentaro Inui CoGe 80 11 0 23 Jul 2017
Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach Liyuan Liu Xiang Ren Qi Zhu Shi Zhi Huan Gui Heng Ji Jiawei Han 101 82 0 01 Jul 2017
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme Suncong Zheng Feng Wang Hongyun Bao Yuexing Hao P. Zhou Bo Xu 3DV 107 618 0 07 Jun 2017
Improved Neural Relation Detection for Knowledge Base Question Answering Mo Yu Wenpeng Yin K. Hasan Cicero Nogueira dos Santos Bing Xiang Bowen Zhou 108 296 0 20 Apr 2017
CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases Xiang Ren Zeqiu Wu Wenqi He Meng Qu Clare R. Voss Heng Ji Tarek Abdelzaher Jiawei Han 99 302 0 27 Oct 2016
Embedding Lexical Features via Low-Rank Tensors Mo Yu Mark Dredze R. Arora Matthew R. Gormley 109 8 0 02 Apr 2016
Toward Mention Detection Robustness with Recurrent Neural Networks Thien Huu Nguyen Avirup Sil Georgiana Dinu Radu Florian 67 38 0 24 Feb 2016
Combining Neural Networks and Log-linear Models to Improve Relation Extraction Thien Huu Nguyen R. Grishman 73 101 0 18 Nov 2015
Approximation-Aware Dependency Parsing by Belief Propagation Matthew R. Gormley Mark Dredze Jason Eisner 3DV 76 33 0 10 Aug 2015