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
Text Classification with Lexicon from PreAttention Mechanism Qingbiao Li Chunhua Wu K. Zheng VLM 4 0 0 18 Feb 2020
Convolutional Neural Networks for Sentiment Analysis in Persian Social Media Morteza Rohanian Mostafa Salehi A. Darzi Vahid Ranjbar 6 1 0 14 Feb 2020
Hybrid Tiled Convolutional Neural Networks for Text Sentiment Classification Maria Mihaela Truşcǎ Gerasimos Spanakis 12 6 0 31 Jan 2020
Hybrid Machine Learning Models of Classifying Residential Requests for Smart Dispatching T. Y. Chen J. Sun H. Lin Y. Liu 6 4 0 22 Dec 2019
Empirical Comparisons of CNN with Other Learning Algorithms for Text Classification in Legal Document Review R. Keeling Rishi Chhatwal Nathaniel Huber-Fliflet Jianping Zhang Fusheng Wei Haozhen Zhao Shi Ye Han Qin AILaw 6 20 0 19 Dec 2019
Fine-Grained Emotion Classification of Chinese Microblogs Based on Graph Convolution Networks Yu-Chen Lai Linfeng Zhang Donghong Han Rui Zhou Guoren Wang 14 59 0 05 Dec 2019
Exploiting Token and Path-based Representations of Code for Identifying Security-Relevant Commits Achyudh Ram Ji Xin M. Nagappan Yaoliang Yu Rocío Cabrera Lozoya A. Sabetta Jimmy J. Lin 11 3 0 15 Nov 2019
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI Alejandro Barredo Arrieta Natalia Díaz Rodríguez Javier Del Ser Adrien Bennetot S. Tabik ... S. Gil-Lopez Daniel Molina Richard Benjamins Raja Chatila Francisco Herrera XAI 11 6,050 0 22 Oct 2019
Attention Based Neural Architecture for Rumor Detection with Author Context Awareness Sansiri Tarnpradab K. Hua 14 5 0 19 Sep 2019
Show Your Work: Improved Reporting of Experimental Results Jesse Dodge Suchin Gururangan Dallas Card Roy Schwartz Noah A. Smith 12 248 0 06 Sep 2019
Evaluating Defensive Distillation For Defending Text Processing Neural Networks Against Adversarial Examples Marcus Soll Tobias Hinz S. Magg S. Wermter AAML 8 22 0 21 Aug 2019
A Sensitivity Analysis of Attention-Gated Convolutional Neural Networks for Sentence Classification Yang Liu Jianpeng Zhang Chao Gao Jinghua Qu Lixin Ji 14 3 0 17 Aug 2019
Self-Balanced Dropout Shen Li Chenhao Su Renfen Hu Zhengdong Lu 6 1 0 06 Aug 2019
Exploring Neural Net Augmentation to BERT for Question Answering on SQUAD 2.0 Suhas Gupta AI4MH 8 1 0 04 Aug 2019
Automatically Learning Construction Injury Precursors from Text Henrietta Baker Matthew R. Hallowell A. Tixier 16 99 0 26 Jul 2019
Embedding Projection for Targeted Cross-Lingual Sentiment: Model Comparisons and a Real-World Study Jeremy Barnes Roman Klinger 11 15 0 24 Jun 2019
Heterogeneous causal effects with imperfect compliance: a Bayesian machine learning approach Falco J. Bargagli-Stoffi Kristof De-Witte G. Gnecco 14 15 0 29 May 2019
Convolutional Poisson Gamma Belief Network Chaojie Wang Bo Chen Sucheng Xiao Mingyuan Zhou 6 15 0 14 May 2019
Deep Learning in Alzheimer's disease: Diagnostic Classification and Prognostic Prediction using Neuroimaging Data T. Jo K. Nho A. Saykin 18 496 0 02 May 2019
Argument Identification in Public Comments from eRulemaking Vladimir Eidelman Brian Grom LLMAG 11 7 0 02 May 2019
Amobee at SemEval-2019 Tasks 5 and 6: Multiple Choice CNN Over Contextual Embedding A. Rozental Dadi Biton 4 14 0 17 Apr 2019
Explainability in Human-Agent Systems A. Rosenfeld A. Richardson XAI 11 203 0 17 Apr 2019
Patent Analytics Based on Feature Vector Space Model: A Case of IoT Lei Lei Jiaju Qi K. Zheng 16 26 0 17 Apr 2019
An Empirical Evaluation of Text Representation Schemes on Multilingual Social Web to Filter the Textual Aggression Sandip J Modha Prasenjit Majumder 6 4 0 16 Apr 2019
Direct Modelling of Speech Emotion from Raw Speech S. Latif R. Rana Sara Khalifa Raja Jurdak J. Epps 18 102 0 08 Apr 2019
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems Stefan Larson Anish Mahendran Andrew Lee Jonathan K. Kummerfeld Parker Hill M. Laurenzano Johann Hauswald Lingjia Tang Jason Mars 14 41 0 05 Apr 2019
Investigating the Effect of Segmentation Methods on Neural Model based Sentiment Analysis on Informal Short Texts in Turkish Fatih Kurt Kezban Dilek Kisa Pinar Senkul 12 3 0 18 Feb 2019
CruzAffect at AffCon 2019 Shared Task: A feature-rich approach to characterize happiness JiaQi Wu Ryan Compton Geetanjali Rakshit M. Walker P. Anand S. Whittaker 11 5 0 16 Feb 2019
Size Independent Neural Transfer for RDDL Planning Sankalp Garg Aniket Bajpai Mausam OffRL 6 41 0 08 Feb 2019
Deep Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood Matching Tom Zahavy Shie Mannor HAI 15 30 0 24 Jan 2019
TextBugger: Generating Adversarial Text Against Real-world Applications Jinfeng Li S. Ji Tianyu Du Bo Li Ting Wang SILM AAML 35 722 0 13 Dec 2018
Multi Task Deep Morphological Analyzer: Context Aware Joint Morphological Tagging and Lemma Prediction Saurav Jha A. Sudhakar Anil Kumar Singh 11 4 0 21 Nov 2018
Implicit Regularization of Stochastic Gradient Descent in Natural Language Processing: Observations and Implications Deren Lei Zichen Sun Yijun Xiao William Yang Wang 28 14 0 01 Nov 2018
Text-based Sentiment Analysis and Music Emotion Recognition Erion Çano 8 5 0 06 Oct 2018
Notes on Deep Learning for NLP A. Tixier VLM 28 15 0 29 Aug 2018
From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information Hengru Xu Shen Li Renfen Hu Si Li Sheng Gao 6 6 0 24 Aug 2018
Automatic Detection of Vague Words and Sentences in Privacy Policies Logan Lebanoff Fei Liu EgoV 8 35 0 19 Aug 2018
Exploiting Effective Representations for Chinese Sentiment Analysis Using a Multi-Channel Convolutional Neural Network Pengfei Liu Ji Zhang C. Leung Chao He Thomas L. Griffiths 15 3 0 08 Aug 2018
Text Classification based on Multiple Block Convolutional Highways S. M. Rezaeinia A. Ghodsi R. Rahmani AI4TS 9 5 0 23 Jul 2018
Explanations for Temporal Recommendations Homanga Bharadhwaj S. Joshi 11 19 0 17 Jul 2018
Practical Obstacles to Deploying Active Learning David Lowell Zachary Chase Lipton Byron C. Wallace 17 111 0 12 Jul 2018
Using Neural Network for Identifying Clickbaits in Online News Media Amin Omidvar Hui Jiang Aijun An 13 19 0 20 Jun 2018
SGM: Sequence Generation Model for Multi-label Classification Pengcheng Yang Xu Sun Wei Li Shuming Ma Wei Yu Wu Houfeng Wang 11 368 0 13 Jun 2018
A Study of Question Effectiveness Using Reddit "Ask Me Anything" Threads Kristjan Arumae Guo-Jun Qi Fei Liu ELM 16 4 0 25 May 2018
Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network Pengcheng Yang Xu Sun Wei Li Shuming Ma 12 32 0 10 May 2018
Transformation Networks for Target-Oriented Sentiment Classification Xin Li Lidong Bing Wai Lam Bei Shi 153 419 0 03 May 2018
Multimodal Emotion Recognition for One-Minute-Gradual Emotion Challenge Ziqi Zheng Chenjie Cao Xingwei Chen Guoqiang Xu 19 19 0 03 May 2018
Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences Marcel Trotzek Sven Koitka Christoph M. Friedrich 11 196 0 19 Apr 2018
Product Characterisation towards Personalisation: Learning Attributes from Unstructured Data to Recommend Fashion Products Ângelo Cardoso F. Daolio S. Vargas 17 32 0 20 Mar 2018
Extracting Action Sequences from Texts Based on Deep Reinforcement Learning Wenfeng Feng Hankui Zhuo S. Kambhampati 22 59 0 07 Mar 2018