A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification

13 October 2015

Papers citing "A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification"

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Title
FedLWS: Federated Learning with Adaptive Layer-wise Weight Shrinking Changlong Shi Jinmeng Li He Zhao D. Guo Yi Chang FedML 47 0 0 19 Mar 2025
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Multi-task CNN Behavioral Embedding Model For Transaction Fraud Detection Bo Qu Zhurong Wang Minghao Gu Daisuke Yagi Yang Zhao Yinan Shan Frank Zahradnik 82 2 0 29 Nov 2024
Multi-Label Bayesian Active Learning with Inter-Label Relationships Yuanyuan Qi Jueqing Lu Xiaohao Yang Joanne Enticott Lan Du 59 0 0 26 Nov 2024
Deep Insights into Cognitive Decline: A Survey of Leveraging Non-Intrusive Modalities with Deep Learning Techniques David Ortiz-Perez Manuel Benavent-Lledo José García Rodríguez David Tomás M. Flores Vizcaya-Moreno 18 0 0 24 Oct 2024
Transfer Learning with Clinical Concept Embeddings from Large Language Models Yuhe Gao Runxue Bao Yuelyu Ji Yiming Sun Chenxi Song Jeffrey P. Ferraro Ye Ye 25 1 0 20 Sep 2024
Employing Sentence Space Embedding for Classification of Data Stream from Fake News Domain P. Zyblewski Jakub Klikowski Weronika Borek-Marciniec Pawel Ksieniewicz 31 0 0 15 Jul 2024
Search, Examine and Early-Termination: Fake News Detection with Annotation-Free Evidences Yuzhou Yang Yangming Zhou Qichao Ying Zhenxing Qian Xinpeng Zhang 34 1 0 10 Jul 2024
Complementary Fusion of Deep Network and Tree Model for ETA Prediction YuRui Huang Jie Zhang HengDa Bao Yang Yang Jian Yang 23 2 0 01 Jul 2024
Self-Supervised Time-Series Anomaly Detection Using Learnable Data Augmentation K. Choi Jihun Yi J. Mok Sungroh Yoon 22 1 0 18 Jun 2024
Lightweight Conceptual Dictionary Learning for Text Classification Using Information Compression Li Wan T. Alpcan M. Kuijper Emanuele Viterbo 27 0 0 28 Apr 2024
Bridging Expert Knowledge with Deep Learning Techniques for Just-In-Time Defect Prediction Xin Zhou Donggyun Han David Lo VLM 14 2 0 17 Mar 2024
Hacking Predictors Means Hacking Cars: Using Sensitivity Analysis to Identify Trajectory Prediction Vulnerabilities for Autonomous Driving Security Marsalis T. Gibson David Babazadeh Claire Tomlin S. Shankar Sastry AAML 26 0 0 18 Jan 2024
AdvSQLi: Generating Adversarial SQL Injections against Real-world WAF-as-a-service Zhenqing Qu Xiang Ling Ting Wang Xiang Chen Shouling Ji Chunming Wu AAML 14 9 0 05 Jan 2024
AutoTask: Executing Arbitrary Voice Commands by Exploring and Learning from Mobile GUI Lihang Pan Bowen Wang Chun Yu Yuxuan Chen Xiangyu Zhang Yuanchun Shi 6 3 0 26 Dec 2023
SECNN: Squeeze-and-Excitation Convolutional Neural Network for Sentence Classification Shandong Yuan 14 2 0 11 Dec 2023
Emotion-Oriented Behavior Model Using Deep Learning Muhammad Arslan Raza M. Farooq Adel Khelifi Atif Alvi 14 1 0 28 Oct 2023
Syntax Tree Constrained Graph Network for Visual Question Answering Xiangrui Su Qi Zhang Chongyang Shi Jiachang Liu Liang Hu GNN NAI 24 3 0 17 Sep 2023
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Mutual Reinforcement Effects in Japanese Sentence Classification and Named Entity Recognition Tasks Chengguang Gan Qinghao Zhang Tatsunori Mori 13 0 0 18 Jul 2023
Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity Recognition Chengguang Gan Qinghao Zhang Tatsunori Mori 9 2 0 28 Jun 2023
Temporal Gradient Inversion Attacks with Robust Optimization Bowen Li Jie Li Hanlin Gu Ruoxin Chen Jie Li Chentao Wu Na Ruan Xueming Si Lixin Fan AAML 23 2 0 13 Jun 2023
weighted CapsuleNet networks for Persian multi-domain sentiment analysis Mahboobe Sadat Kobari Nima Karimi Benyamin Pourhosseini Ramin Mousa 14 0 0 12 Jun 2023
FedDisco: Federated Learning with Discrepancy-Aware Collaboration Rui Ye Mingkai Xu Jianyu Wang Chenxin Xu Siheng Chen Yanfeng Wang FedML 22 58 0 30 May 2023
One Forward is Enough for Neural Network Training via Likelihood Ratio Method Jinyang Jiang Zeliang Zhang Chenliang Xu Zhaofei Yu Yijie Peng 16 11 0 15 May 2023
PheME: A deep ensemble framework for improving phenotype prediction from multi-modal data Shenghan Zhang Haoxuan Li Ruixiang Tang Sirui Ding L. Rasmy Degui Zhi Na Zou Xia Hu 13 5 0 19 Mar 2023
Deep Learning for Video-Text Retrieval: a Review Cunjuan Zhu Qi Jia Wei-Neng Chen Yanming Guo Yu Liu 11 14 0 24 Feb 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 16 2 0 26 Jan 2023
Regeneration Learning: A Learning Paradigm for Data Generation Xu Tan Tao Qin Jiang Bian Tie-Yan Liu Yoshua Bengio GAN 27 15 0 21 Jan 2023
A Meta Path-based Approach for Rumor Detection on Social Media Bita Azarijoo Mostafa Salehi S. Najari 11 1 0 11 Jan 2023
Embedding generation for text classification of Brazilian Portuguese user reviews: from bag-of-words to transformers F. Souza J. B. O. S. Filho 11 6 0 01 Dec 2022
Fast convolution kernels on pascal GPU with high memory efficiency Qiong Chang Masaki Onishi T. Maruyama 3DV 15 6 0 01 Dec 2022
Spam Review Detection Using Deep Learning G. M. Shahariar Swapnil Biswas Faiza Omar F. Shah Samiha Binte Hassan 11 49 0 03 Nov 2022
A Curriculum Learning Approach for Multi-domain Text Classification Using Keyword weight Ranking Zilin Yuan Yinghui Li Y. Li Rui Xie Wei Yu Wu Haitao Zheng 32 2 0 27 Oct 2022
CNN-Trans-Enc: A CNN-Enhanced Transformer-Encoder On Top Of Static BERT representations for Document Classification Charaf Eddine Benarab Shenglin Gui 14 6 0 13 Sep 2022
Matryoshka: Stealing Functionality of Private ML Data by Hiding Models in Model Xudong Pan Yifan Yan Sheng Zhang Mi Zhang Min Yang 22 1 0 29 Jun 2022
Placing (Historical) Facts on a Timeline: A Classification cum Coref Resolution Approach Sayantan Adak Altaf Ahmad Aditya Basu Animesh Mukherjee 10 0 0 28 Jun 2022
A Functional Information Perspective on Model Interpretation Itai Gat Nitay Calderon Roi Reichart Tamir Hazan AAML FAtt 28 5 0 12 Jun 2022
Uzbek Sentiment Analysis based on local Restaurant Reviews Sanatbek Matlatipov Hulkar Rahimboeva Jaloliddin Rajabov Elmurod Kuriyozov 17 12 0 31 May 2022
Beyond Duplicates: Towards Understanding and Predicting Link Types in Issue Tracking Systems C. Luders Abir Bouraffa W. Maalej 14 7 0 27 Apr 2022
Headline Diagnosis: Manipulation of Content Farm Headlines Yu-Chieh Chen Peixin Huang Chun Lin Yi-Ting Huang M. Chen 20 0 0 25 Apr 2022
Are We Really Making Much Progress in Text Classification? A Comparative Review Lukas Galke Andor Diera Bao Xin Lin Bhakti Khera Tim Meuser Tushar Singhal Fabian Karl A. Scherp VLM 11 3 0 08 Apr 2022
Imputing Out-of-Vocabulary Embeddings with LOVE Makes Language Models Robust with Little Cost Lihu Chen Gaël Varoquaux Fabian M. Suchanek 6 14 0 15 Mar 2022
Deep Learning Neural Networks for Emotion Classification from Text: Enhanced Leaky Rectified Linear Unit Activation and Weighted Loss Hui Yang Abeer Alsadoon P. Prasad Thair Al-Dala’in Tarik Ahmed Rashid Angelika Maag O. H. Alsadoon 8 7 0 04 Mar 2022
Discovering Fine-Grained Semantics in Knowledge Graph Relations Nitisha Jain Ralf Krestel 11 0 0 17 Feb 2022
A Survey on Automated Sarcasm Detection on Twitter Bleau Moores Vijay K. Mago 12 14 0 05 Feb 2022
Automatic Identification of Self-Admitted Technical Debt from Four Different Sources Yikun Li Mohamed Soliman P. Avgeriou 14 33 0 04 Feb 2022
Identifying Self-Admitted Technical Debt in Issue Tracking Systems using Machine Learning Yikun Li Mohamed Soliman P. Avgeriou 16 26 0 04 Feb 2022
A Deep CNN Architecture with Novel Pooling Layer Applied to Two Sudanese Arabic Sentiment Datasets Mustafa Mhamed R. Sutcliffe Xia Sun Jun Feng Eiad Almekhlafi E. A. Retta 12 4 0 29 Jan 2022
Sentiment Analysis: Predicting Yelp Scores Bhanu Prakash Reddy Guda Mashrin Srivastava Deep Karkhanis 11 3 0 20 Jan 2022