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Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation

14 January 2016

Yan Xu

Papers citing "Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation"

44 / 44 papers shown

Title
A Comprehensive Survey on Data Augmentation Zaitian Wang Pengfei Wang Kunpeng Liu Pengyang Wang Yanjie Fu Chang-Tien Lu Charu Aggarwal Jian Pei Yuanchun Zhou ViT 171 27 0 15 May 2024
Data Augmentation for Machine Translation via Dependency Subtree Swapping Attila Nagy Dorina Lakatos Botond Barta Patrick Nanys Judit Ács 63 1 0 13 Jul 2023
Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling Zhichao Duan Xiuxing Li Zhenyu Li Zhuo Wang Jianyong Wang 55 7 0 10 Nov 2022
STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction Junjie Yu Xing Wang Jiangjiang Zhao Chun-Pai Yang Wenliang Chen 76 6 0 03 Sep 2022
Syntax-based data augmentation for Hungarian-English machine translation Attila Nagy Patrick Nanys Balázs Frey Konrád Bence Bial Judit Ács 38 2 0 18 Jan 2022
Developing neural machine translation models for Hungarian-English A. Nagy 87 1 0 07 Nov 2021
Data Augmentation Approaches in Natural Language Processing: A Survey Bohan Li Yutai Hou Wanxiang Che 219 284 0 05 Oct 2021
Influence-guided Data Augmentation for Neural Tensor Completion Sejoon Oh Sungchul Kim Ryan Rossi Srijan Kumar 77 11 0 23 Aug 2021
Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition Shengfei Lyu Xingyu Wu Jinlong Li Qiuju Chen Huanhuan Chen 113 5 0 19 May 2021
Data Augmentation in Natural Language Processing: A Novel Text Generation Approach for Long and Short Text Classifiers Markus Bayer M. Kaufhold Björn Buchhold Marcel Keller J. Dallmeyer Christian A. Reuter 96 121 0 26 Mar 2021
Use of Transfer Learning and Wavelet Transform for Breast Cancer Detection Ahmed Rasheed M. S. Younis Junaid Qadir Muhammad Bilal MedIm 20 5 0 05 Mar 2021
ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification Manoj Kumar Varun Kumar Hadrien Glaude Cyprien delichy Aman Alok Rahul Gupta VLM 80 18 0 28 Jan 2021
Deep Neural Network Based Relation Extraction: An Overview Hailin Wang Ke Qin R. Zakari Guoming Lu Jin Yin 91 68 0 06 Jan 2021
Substructure Substitution: Structured Data Augmentation for NLP Freda Shi Karen Livescu Kevin Gimpel 250 44 0 02 Jan 2021
Scenic: A Language for Scenario Specification and Data Generation Daniel J. Fremont Edward J. Kim T. Dreossi Shromona Ghosh Xiangyu Yue Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia 82 99 0 13 Oct 2020
On the Role of Supervision in Unsupervised Constituency Parsing Freda Shi Karen Livescu Kevin Gimpel SSL 62 22 0 06 Oct 2020
Automatic identification of fossils and abiotic grains during carbonate microfacies analysis using deep convolutional neural networks Xiaokang Liu Haijun Song 86 38 0 24 Sep 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
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning Tuan Ngo Nguyen Franck Dernoncourt Thien Huu Nguyen 49 5 0 04 Nov 2019
Assessing Post Deletion in Sina Weibo: Multi-modal Classification of Hot Topics Meisam Navaki Arefi Rajkumar Pandi Michael Carl Tschantz Jedidiah R. Crandall King-wa Fu Dahlia Qiu Shi Miao Sha 59 9 0 26 Jun 2019
REflex: Flexible Framework for Relation Extraction in Multiple Domains Geeticka Chauhan Matthew B. A. McDermott Peter Szolovits 44 13 0 19 Jun 2019
Improving Relation Extraction by Pre-trained Language Representations Christoph Alt Marc Hübner Leonhard Hennig VLM 83 88 0 07 Jun 2019
ASD-DiagNet: A hybrid learning approach for detection of Autism Spectrum Disorder using fMRI data Taban Eslami Vahid Mirjalili A. Fong A. Laird F. Saeed 79 275 0 16 Apr 2019
Domain adaptation for holistic skin detection Aloisio Dourado Frederico Guth Teofilo de Campos Weigang Li 26 13 0 16 Mar 2019
Stochastic Sampling Simulation for Pedestrian Trajectory Prediction Cyrus Anderson Xiaoxiao Du Ram Vasudevan Matthew Johnson-Roberson 50 14 0 05 Mar 2019
A Walk-based Model on Entity Graphs for Relation Extraction Fenia Christopoulou Makoto Miwa Sophia Ananiadou GNN 90 98 0 19 Feb 2019
Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent Entity Typing Joohong Lee Sang-gyu Seo Y. Choi 74 117 0 23 Jan 2019
Synergy Effect between Convolutional Neural Networks and the Multiplicity of SMILES for Improvement of Molecular Prediction Talia B. Kimber Sebastian Engelke Igor V. Tetko Eric Bruno Guillaume Godin 48 37 0 11 Dec 2018
Multi-labeled Relation Extraction with Attentive Capsule Network Xinsong Zhang Pengshuai Li Weijia Jia Zhao Hai 65 68 0 11 Nov 2018
Deep Neural Networks for Pattern Recognition Kyongsik Yun Alexander Huyen Thomas Lu 38 31 0 25 Sep 2018
Scenic: A Language for Scenario Specification and Scene Generation Daniel J. Fremont T. Dreossi Shromona Ghosh Xiangyu Yue Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia 78 263 0 25 Sep 2018
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction Yi Luan Luheng He Mari Ostendorf Hannaneh Hajishirzi 149 686 0 29 Aug 2018
Convolutional Gated Recurrent Units for Medical Relation Classification Bin He Y. Guan Rui Dai MedIm 49 13 0 29 Jul 2018
Counterexample-Guided Data Augmentation T. Dreossi Shromona Ghosh Xiangyu Yue Kurt Keutzer Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia AAML 75 63 0 17 May 2018
Classifying medical relations in clinical text via convolutional neural networks Bin He Y. Guan Rui Dai 51 66 0 17 May 2018
Label Refinery: Improving ImageNet Classification through Label Progression Hessam Bagherinezhad Maxwell Horton Mohammad Rastegari Ali Farhadi 74 190 0 07 May 2018
Word Embedding Perturbation for Sentence Classification Dongxu Zhang Zhichao Yang 59 43 0 22 Apr 2018
The Effectiveness of Data Augmentation in Image Classification using Deep Learning Luis Perez Jason Wang 94 2,797 0 13 Dec 2017
The Effectiveness of Data Augmentation for Detection of Gastrointestinal Diseases from Endoscopical Images Andrea Asperti Claudio Mastronardo 53 70 0 11 Dec 2017
Cross-Sentence N-ary Relation Extraction with Graph LSTMs Nanyun Peng Hoifung Poon Chris Quirk Kristina Toutanova Wen-tau Yih 91 513 0 12 Aug 2017
Global Relation Embedding for Relation Extraction Yu-Chuan Su Honglei Liu Semih Yavuz Izzeddin Gur Huan Sun Xifeng Yan 66 29 0 19 Apr 2017
Learning for Biomedical Information Extraction: Methodological Review of Recent Advances F. Liu Jinying Chen Abhyuday N. Jagannatha Hong-ye Yu 74 60 0 26 Jun 2016
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method Vered Shwartz Yoav Goldberg Ido Dagan 97 236 0 19 Mar 2016
Natural Language Inference by Tree-Based Convolution and Heuristic Matching Lili Mou Rui Men Ge Li Yan Xu Lu Zhang Rui Yan Zhi Jin 88 353 0 28 Dec 2015