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
On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations Aamir Miyajiwala Arnav Ladkat Samiksha Jagadale Raviraj Joshi AAML 12 7 0 02 Jan 2022
Attention-based Bidirectional LSTM for Deceptive Opinion Spam Classification Ashish Salunkhe 6 5 0 29 Dec 2021
HS-BAN: A Benchmark Dataset of Social Media Comments for Hate Speech Detection in Bangla Nauros Romim Mosahed Ahmed Md. Saiful Islam Arnab Sen Sharma Hriteshwar Talukder M. R. Amin 6 8 0 03 Dec 2021
Multi-modal application: Image Memes Generation Zhiyuan Liu Chuanzheng Sun Yuxin Jiang Shiqi Jiang Mei Ming DiffM 25 2 0 03 Dec 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI Jiangchao Yao Shengyu Zhang Yang Yao Feng Wang Jianxin Ma ... Kun Kuang Chao-Xiang Wu Fei Wu Jingren Zhou Hongxia Yang 11 91 0 11 Nov 2021
Correlation between image quality metrics of magnetic resonance images and the neural network segmentation accuracy Rajarajeswari Muthusivarajan A. Celaya J. Yung S. Viswanath Daniel S. Marcus C. Chung David T. Fuentes 6 2 0 01 Nov 2021
Cross-lingual COVID-19 Fake News Detection Jiangshu Du Yingtong Dou Congying Xia Limeng Cui Jing Ma Philip S. Yu 11 36 0 13 Oct 2021
Simulated annealing for optimization of graphs and sequences Xianggen Liu Pengyong Li Fandong Meng Hao Zhou Huasong Zhong Jie Zhou Lili Mou Sen Song 32 19 0 01 Oct 2021
A Review of Text Style Transfer using Deep Learning Martina Toshevska Sonja Gievska CLIP 33 42 0 30 Sep 2021
Intra-Day Price Simulation with Generative Adversarial Modelling of the Order Flow Ye-Sheen Lim D. Gorse GAN AI4TS 20 3 0 28 Sep 2021
Solar cell patent classification method based on keyword extraction and deep neural network Yongmin Yoo D. Lim Tak-Sung Heo 11 2 0 18 Sep 2021
Data-driven Smart Ponzi Scheme Detection Yuzhi Liang Weijing Wu Kai Lei Feiyang Wang 6 4 0 20 Aug 2021
Fairness-aware Summarization for Justified Decision-Making Moniba Keymanesh T. Berger-Wolf Micha Elsner S. Parthasarathy 6 5 0 13 Jul 2021
Rating Facts under Coarse-to-fine Regimes Guojun Wu 9 0 0 13 Jul 2021
Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations Charaf Eddine Benarab CLIP VLM 19 2 0 23 Jun 2021
Combination of Convolutional Neural Network and Gated Recurrent Unit for Energy Aware Resource Allocation Zeinab Khodaverdian H. Sadr S. A. Edalatpanah Mojdeh Nazari Solimandarabi 10 8 0 23 Jun 2021
A Comprehensive Comparison of Pre-training Language Models Tonglei Guo VLM ELM 11 3 0 22 Jun 2021
Distilling BERT for low complexity network training Bansidhar Mangalwedhekar 9 1 0 13 May 2021
Role of Artificial Intelligence in Detection of Hateful Speech for Hinglish Data on Social Media Ananya Srivastava Md Musleh Uddin Hasan Bhargav D. Yagnik Rahee Walambe K. Kotecha 20 6 0 11 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Erik Cambria 41 264 0 10 May 2021
Multimodal and Contrastive Learning for Click Fraud Detection Weibin Li Qiwei Zhong Qingyang Zhao Hongchun Zhang Xiaonan Meng 14 1 0 08 May 2021
User Preference-aware Fake News Detection Yingtong Dou Kai Shu Congyin Xia Philip S. Yu Lichao Sun 8 190 0 25 Apr 2021
Literature review on vulnerability detection using NLP technology Jiajie Wu 37 11 0 23 Apr 2021
KnowGraph@IITK at SemEval-2021 Task 11: Building KnowledgeGraph for NLP Research Shashank Shailabh Sajal Chaurasia Ashutosh Modi 17 3 0 04 Apr 2021
Improving Online Forums Summarization via Hierarchical Unified Deep Neural Network Sansiri Tarnpradab Fereshteh Jafariakinabad K. Hua 11 5 0 25 Mar 2021
Improving Robustness of Learning-based Autonomous Steering Using Adversarial Images Yu-cui Shen L. Zheng Manli Shu Weizi Li Tom Goldstein Ming Lin AAML 20 5 0 26 Feb 2021
A Novel Deep Learning Method for Textual Sentiment Analysis H. Sadr Mozhdeh Nazari Solimandarabi M. Pedram M. Teshnehlab 9 2 0 23 Feb 2021
Online Limited Memory Neural-Linear Bandits with Likelihood Matching Ofir Nabati Tom Zahavy Shie Mannor 17 18 0 07 Feb 2021
Detecting Bias in Transfer Learning Approaches for Text Classification Irene Z Li FaML 20 1 0 03 Feb 2021
Towards open and expandable cognitive AI architectures for large-scale multi-agent human-robot collaborative learning Georgios Th. Papadopoulos M. Antona C. Stephanidis AI4CE 10 24 0 15 Dec 2020
Fine-Tuning BERT for Sentiment Analysis of Vietnamese Reviews Quoc Thai Nguyen Thoaī Nguyen N. H. Luong Quoc Hung Ngo 6 37 0 20 Nov 2020
Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP John Chen Ian Berlot-Attwell Safwan Hossain Xindi Wang Frank Rudzicz FaML 16 6 0 19 Nov 2020
Low-Resource Adaptation of Neural NLP Models Farhad Nooralahzadeh 12 0 0 09 Nov 2020
Multiple Sclerosis Severity Classification From Clinical Text Alister D Costa Stefan Denkovski Michal Malyska S. Moon Brandon Rufino Zhen Yang Taylor W. Killian Marzyeh Ghassemi 13 12 0 29 Oct 2020
A Comprehensive Survey on Word Representation Models: From Classical to State-Of-The-Art Word Representation Language Models Usman Naseem Imran Razzak S. Khan M. Prasad 10 156 0 28 Oct 2020
Simplifying the explanation of deep neural networks with sufficient and necessary feature-sets: case of text classification Florentin Flambeau Jiechieu Kameni Norbert Tsopzé XAI FAtt MedIm 12 1 0 08 Oct 2020
PIN: A Novel Parallel Interactive Network for Spoken Language Understanding Peilin Zhou Zhiqi Huang Fenglin Liu Yuexian Zou 17 23 0 28 Sep 2020
CoNCRA: A Convolutional Neural Network Code Retrieval Approach Marcelo de Rezende Martins M. Gerosa 8 10 0 03 Sep 2020
User Intention Recognition and Requirement Elicitation Method for Conversational AI Services Junrui Tian Zhiying Tu Zhongjie Wang Xiaofei Xu Min Liu 6 3 0 03 Sep 2020
Hierarchical Deep Learning Classification of Unstructured Pathology Reports to Automate ICD-O Morphology Grading Waheeda Saib T. Chiwewe Elvira Singh 6 6 0 28 Aug 2020
JokeMeter at SemEval-2020 Task 7: Convolutional humor Martin Docekal Martin Fajcik Josef Jon Pavel Smrz 8 2 0 25 Aug 2020
Improving Results on Russian Sentiment Datasets A. Golubev Natalia V. Loukachevitch 9 16 0 28 Jul 2020
A Data-driven Neural Network Architecture for Sentiment Analysis Erion Çano M. Morisio 12 9 0 30 Jun 2020
Improving accuracy and speeding up Document Image Classification through parallel systems Javier Ferrando J. L. Domínguez Jordi Torres Raul Garcia David García Daniel Garrido J. Cortada M. Valero 40 23 0 16 Jun 2020
A novel sentence embedding based topic detection method for micro-blog Cong Wan Shan Jiang Cuirong Wang Cong Wang Changming Xu Xianxia Chen Ying Yuan 6 6 0 10 Jun 2020
Combining word embeddings and convolutional neural networks to detect duplicated questions Yoan Dimitrov 9 0 0 08 Jun 2020
Exploring aspects of similarity between spoken personal narratives by disentangling them into narrative clause types Belén Saldías D. Roy 24 13 0 26 May 2020
Deep Learning for Political Science Kakia Chatsiou Slava Jankin AI4CE 18 11 0 13 May 2020
Why and when should you pool? Analyzing Pooling in Recurrent Architectures Pratyush Maini Keshav Kolluru Danish Pruthi Mausam 18 6 0 01 May 2020
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Erik Cambria Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 6 932 0 06 Apr 2020