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"

19 / 19 papers shown

Title
FedLWS: Federated Learning with Adaptive Layer-wise Weight Shrinking Changlong Shi Jinmeng Li He Zhao D. Guo Yi Chang FedML 71 0 0 19 Mar 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou Xianglong Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 82 22 0 31 Dec 2024
Multi-Label Bayesian Active Learning with Inter-Label Relationships Yuanyuan Qi Jueqing Lu Xiaohao Yang Joanne Enticott Lan Du 119 0 0 26 Nov 2024
Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization Ye Zhang Matthew Lease Byron C. Wallace 41 15 0 08 Feb 2017
How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks Stanislaw Jastrzebski Damian Lesniak Wojciech M. Czarnecki 45 77 0 07 Feb 2017
A Multichannel Convolutional Neural Network For Cross-language Dialog State Tracking Hongjie Shi Takashi Ushio M. Endo K. Yamagami Noriaki Horii 57 33 0 23 Jan 2017
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification Ye Zhang Stephen Roller Byron C. Wallace 44 105 0 03 Mar 2016
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 74 1,130 0 02 Oct 2015
A Comparative Study on Regularization Strategies for Embedding-based Neural Networks Hao Peng Lili Mou Ge Li Yunchuan Chen Yangyang Lu Zhi Jin 28 27 0 15 Aug 2015
The Effects of Hyperparameters on SGD Training of Neural Networks Thomas Breuel 89 63 0 12 Aug 2015
Bayesian Optimization of Text Representations Dani Yogatama Noah A. Smith BDL 117 42 0 02 Mar 2015
Effective Use of Word Order for Text Categorization with Convolutional Neural Networks Rie Johnson Tong Zhang 63 881 0 01 Dec 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 531 13,395 0 25 Aug 2014
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 66 3,556 0 08 Apr 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 273 33,445 0 16 Oct 2013
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 101 6,619 0 22 Dec 2012
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 366 7,650 0 03 Jul 2012
Practical recommendations for gradient-based training of deep architectures Yoshua Bengio 3DH ODL 127 2,195 0 24 Jun 2012
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 116 7,711 0 02 Mar 2011