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"

47 / 197 papers shown

Title
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation Jianbo Chen Le Song Martin J. Wainwright Michael I. Jordan MLT FAtt 10 555 0 21 Feb 2018
MemeSequencer: Sparse Matching for Embedding Image Macros Abhimanyu Dubey Esteban Moro Egido Manuel Cebrian Iyad Rahwan 24 35 0 14 Feb 2018
A Practitioners' Guide to Transfer Learning for Text Classification using Convolutional Neural Networks Tushar Semwal Gaurav Mathur Promod Yenigalla S. B. Nair 21 55 0 19 Jan 2018
Multimodal Attribute Extraction Robert L Logan IV Samuel Humeau Sameer Singh 13 27 0 29 Nov 2017
Improving the Accuracy of Pre-trained Word Embeddings for Sentiment Analysis S. M. Rezaeinia A. Ghodsi R. Rahmani 22 62 0 23 Nov 2017
A Sequential Neural Encoder with Latent Structured Description for Modeling Sentences Yu-Ping Ruan Qian Chen Zhenhua Ling 11 11 0 15 Nov 2017
A Deep Learning Approach for Expert Identification in Question Answering Communities Chen Zheng Shuangfei Zhai Zhongfei Zhang 19 16 0 14 Nov 2017
ActivityNet Challenge 2017 Summary Bernard Ghanem Juan Carlos Niebles Cees G. M. Snoek Fabian Caba Heilbron Humam Alwassel Ranjay Krishna Victor Escorcia Kenji Hata S. Buch 32 48 0 22 Oct 2017
Fishing for Clickbaits in Social Images and Texts with Linguistically-Infused Neural Network Models M. Glenski Ellyn Ayton Dustin L. Arendt Svitlana Volkova 17 21 0 17 Oct 2017
Convolutional Neural Networks for Sentiment Classification on Business Reviews Andreea Salinca 11 16 0 16 Oct 2017
Auto Analysis of Customer Feedback using CNN and GRU Network D. Gupta Pabitra Lenka Harsimran Bedi Asif Ekbal P. Bhattacharyya 19 1 0 12 Oct 2017
Word Vector Enrichment of Low Frequency Words in the Bag-of-Words Model for Short Text Multi-class Classification Problems B. Heap Michael Bain W. Wobcke A. Krzywicki Susanne Schmeidl 11 22 0 18 Sep 2017
Simple Recurrent Units for Highly Parallelizable Recurrence Tao Lei Yu Zhang Sida I. Wang Huijing Dai Yoav Artzi LRM 28 270 0 08 Sep 2017
The CLaC Discourse Parser at CoNLL-2016 Majid Laali Andre Cianflone Leila Kosseim 11 9 0 19 Aug 2017
Leveraging Sparse and Dense Feature Combinations for Sentiment Classification Tao Yu Christopher Hidey Owen Rambow Kathleen McKeown 8 7 0 13 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Erik Cambria 23 2,809 0 09 Aug 2017
Neural-based Context Representation Learning for Dialog Act Classification Daniel Ortega Ngoc Thang Vu 17 35 0 08 Aug 2017
Identifying civilians killed by police with distantly supervised entity-event extraction Katherine A. Keith Abram Handler Michael Pinkham Cara Magliozzi J. McDuffie Brendan T. O'Connor 21 36 0 22 Jul 2017
Do Convolutional Networks need to be Deep for Text Classification ? Hoa T. Le Christophe Cerisara Alexandre Denis VLM 19 105 0 13 Jul 2017
Towards the Improvement of Automated Scientific Document Categorization by Deep Learning Thomas Krause 8 0 0 18 Jun 2017
Open Loop Hyperparameter Optimization and Determinantal Point Processes Jesse Dodge Catrìona Anderson Noah A. Smith 28 2 0 06 Jun 2017
CRNN: A Joint Neural Network for Redundancy Detection Xinyu Fu Eugene Ch’ng U. Aickelin Simon See 16 34 0 04 Jun 2017
Deep Learning for User Comment Moderation John Pavlopoulos Prodromos Malakasiotis Ion Androutsopoulos 13 124 0 28 May 2017
Quantifying Mental Health from Social Media with Neural User Embeddings Silvio Amir Glen A. Coppersmith Paula Carvalho Mário J. Silva Byron C. Wallace 20 58 0 30 Apr 2017
BB_twtr at SemEval-2017 Task 4: Twitter Sentiment Analysis with CNNs and LSTMs M. Cliche 12 228 0 20 Apr 2017
Topic Identification for Speech without ASR Chunxi Liu J. Trmal Matthew Wiesner Craig Harman Sanjeev Khudanpur BDL 12 20 0 22 Mar 2017
Predicting Audience's Laughter Using Convolutional Neural Network L. Chen Chong Min Lee HAI 11 27 0 08 Feb 2017
Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization Ye Zhang Matthew Lease Byron C. Wallace 8 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 11 77 0 07 Feb 2017
Search Intelligence: Deep Learning For Dominant Category Prediction Z. Malik Mo Kobrosli Peter Maas 16 0 0 06 Feb 2017
A Multichannel Convolutional Neural Network For Cross-language Dialog State Tracking Hongjie Shi Takashi Ushio M. Endo K. Yamagami Noriaki Horii 10 33 0 23 Jan 2017
Is a picture worth a thousand words? A Deep Multi-Modal Fusion Architecture for Product Classification in e-commerce Tom Zahavy Alessandro Magnani Abhinandan Krishnan Shie Mannor 14 62 0 29 Nov 2016
Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling P. Zhou Zhenyu Qi Suncong Zheng Jiaming Xu Hongyun Bao Bo Xu AI4TS 24 494 0 21 Nov 2016
CB2CF: A Neural Multiview Content-to-Collaborative Filtering Model for Completely Cold Item Recommendations Oren Barkan Noam Koenigstein E. Yogev Ori Katz VLM 37 4 0 01 Nov 2016
Word Embeddings and Their Use In Sentence Classification Tasks Amit Mandelbaum Adi Shalev 12 80 0 26 Oct 2016
Learning Robust Representations of Text Yitong Li Trevor Cohn Timothy Baldwin OOD 140 15 0 20 Sep 2016
Multilingual Modal Sense Classification using a Convolutional Neural Network Ana Marasović Anette Frank 11 21 0 18 Aug 2016
Modelling Context with User Embeddings for Sarcasm Detection in Social Media Silvio Amir Byron C. Wallace Hao Lyu Mário J. Silva 13 250 0 04 Jul 2016
Using Word Embeddings in Twitter Election Classification Xiao Yang Craig Macdonald I. Ounis 19 158 0 22 Jun 2016
Learning text representation using recurrent convolutional neural network with highway layers Ying Wen Weinan Zhang Rui Luo Jun Wang SSL 16 53 0 22 Jun 2016
Active Discriminative Text Representation Learning Ye Zhang Matthew Lease Byron C. Wallace 10 4 0 14 Jun 2016
Siamese convolutional networks based on phonetic features for cognate identification Taraka Rama 6 6 0 17 May 2016
Rationale-Augmented Convolutional Neural Networks for Text Classification Ye Zhang Iain J. Marshall Byron C. Wallace 18 158 0 14 May 2016
Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction A. Schmaltz Yoon Kim Alexander M. Rush Stuart M. Shieber 21 42 0 16 Apr 2016
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification Ye Zhang Stephen Roller Byron C. Wallace 22 105 0 03 Mar 2016
The Effects of Hyperparameters on SGD Training of Neural Networks Thomas Breuel 61 63 0 12 Aug 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 243 7,597 0 03 Jul 2012