Deep Learning for Sentiment Analysis : A Survey

24 January 2018

Lei Zhang

Papers citing "Deep Learning for Sentiment Analysis : A Survey"

41 / 41 papers shown

Title
A Simple Ensemble Strategy for LLM Inference: Towards More Stable Text Classification Junichiro Niimi 89 0 0 26 Apr 2025
Self-Vocabularizing Training for Neural Machine Translation Pin-Jie Lin Ernie Chang Yangyang Shi Vikas Chandra 81 0 0 18 Mar 2025
A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications Siyuan Mu Sen Lin MoE 313 5 0 10 Mar 2025
Threshold Neuron: A Brain-inspired Artificial Neuron for Efficient On-device Inference Zihao Zheng Yan Liang Jiayu Chen Peng Zhou Xiang Chen Yunxin Liu 135 0 0 18 Dec 2024
Interactive Attention Networks for Aspect-Level Sentiment Classification Dehong Ma Sujian Li Xiaodong Zhang Houfeng Wang 35 987 0 04 Sep 2017
A Question Answering Approach to Emotion Cause Extraction Lin Gui Jiannan Hu Yulan He Ruifeng Xu Q. Lu Jiachen Du 23 142 0 18 Aug 2017
Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm Bjarke Felbo A. Mislove Anders Søgaard Iyad Rahwan Sune Lehmann 61 741 0 01 Aug 2017
Tensor Fusion Network for Multimodal Sentiment Analysis Amir Zadeh Minghai Chen Soujanya Poria Min Zhang Louis-Philippe Morency 43 1,221 0 23 Jul 2017
Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine Translation Lotem Peled Roi Reichart 34 56 0 22 Apr 2017
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory Hao Zhou Minlie Huang Tianyang Zhang Xiaoyan Zhu Bing-Qian Liu 63 738 0 04 Apr 2017
Deep Memory Networks for Attitude Identification Cheng Li Xiaoxiao Guo Qiaozhu Mei 61 89 0 16 Jan 2017
Linguistically Regularized LSTMs for Sentiment Classification Qiao Qian Minlie Huang Jinhao Lei Xiaoyan Zhu 47 149 0 12 Nov 2016
Towards Sub-Word Level Compositions for Sentiment Analysis of Hindi-English Code Mixed Text Ameya Prabhu Aditya Joshi Manish Shrivastava Vasudeva Varma 41 189 0 02 Nov 2016
A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks Soujanya Poria Min Zhang Devamanyu Hazarika Prateek Vij 32 353 0 27 Oct 2016
Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification Jiacheng Xu Danlu Chen Xipeng Qiu Xuangjing Huang 35 155 0 17 Oct 2016
Are Word Embedding-based Features Useful for Sarcasm Detection? Aditya Joshi Vaibhav Tripathi Kevin Patel P. Bhattacharyya Mark James Carman 30 155 0 04 Oct 2016
Select-Additive Learning: Improving Generalization in Multimodal Sentiment Analysis Haohan Wang Aaksha Meghawat Louis-Philippe Morency Eric Xing 45 152 0 16 Sep 2016
A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis Sebastian Ruder Parsa Ghaffari J. Breslin 50 269 0 09 Sep 2016
Stance Detection with Bidirectional Conditional Encoding Isabelle Augenstein Tim Rocktaschel Andreas Vlachos Kalina Bontcheva 30 408 0 17 Jun 2016
Rationalizing Neural Predictions Tao Lei Regina Barzilay Tommi Jaakkola 81 807 0 13 Jun 2016
Aspect Level Sentiment Classification with Deep Memory Network Duyu Tang Bing Qin Ting Liu 61 896 0 28 May 2016
Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction Yichun Yin Furu Wei Li Dong Kaimeng Xu Ming Zhang M. Zhou 40 189 0 25 May 2016
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis Wenya Wang Sinno Jialin Pan Daniel Dahlmeier Xiaokui Xiao 64 364 0 22 Mar 2016
Semisupervised Autoencoder for Sentiment Analysis Shuangfei Zhai Zhongfei Zhang 37 64 0 14 Dec 2015
Effective LSTMs for Target-Dependent Sentiment Classification Duyu Tang Bing Qin Xiaocheng Feng Ting Liu 45 885 0 03 Dec 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 74 1,130 0 02 Oct 2015
Do Multi-Sense Embeddings Improve Natural Language Understanding? Jiwei Li Dan Jurafsky 51 234 0 02 Jun 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 106 3,114 0 28 Feb 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 240 12,632 0 11 Dec 2014
Effective Use of Word Order for Text Categorization with Convolutional Neural Networks Rie Johnson Tong Zhang 63 881 0 01 Dec 2014
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 61 2,318 0 20 Oct 2014
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 117 1,702 0 15 Oct 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 371 27,205 0 01 Sep 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 536 13,395 0 25 Aug 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 582 23,235 0 03 Jun 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 162 9,231 0 16 May 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 275 33,445 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 529 31,406 0 16 Jan 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 155 12,384 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