π Deep Learning δΈ Sentiment Analysis θ«ζη΅±ζ΄θεζ ππ‘βΉοΈπππ€’
ζδ»»δ½ζ³θ¨θ«ηζζθ«ζζ¨θ¦οΌζ‘θΏε― email / ηΌ Pull Request / ηΌ issue / fork
2018
Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM [Paper] [Review]
Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer [Paper] [Review]
Transformation Networks for Target-Oriented Sentiment Classification [Paper] [Review]
2017
Linguistically Regularized LSTM for Sentiment Classification [Paper] [Review]
Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization [Paper] [Review]
Deep Pyramid Convolutional Neural Networks for Text Categorization [Paper] [Review]
Recurrent Attention Network on Memory for Aspect Sentiment Analysis [Paper] [Review]
Refining Word Embeddings for Sentiment Analysis [Paper] [Review]
Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension [Paper] [Review]
Learning Generic Sentence Representations Using Convolutional Neural Networks [Paper] [Review]
Interactive Attention Networks for Aspect-Level Sentiment Classification [Paper] [Review]
Attention-Based LSTM for Target-Dependent Sentiment Classification [Paper] [Review]
Aspect-Based Sentiment Analysis Based on Multi-Attention CNN [Paper] [Review]
Attention Modeling for Targeted Sentiment [Paper] [Review]
Lexicon Integrated CNN Models with Attention for Sentiment Analysis [Paper] [Review]
2016
Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification [Paper] [Review]
Context-Sensitive Lexicon Features for Neural Sentiment Analysis [Paper] [Review]
Aspect Level Sentiment Classification with Deep Memory Network [Paper] [Review]
Attention-based LSTM for Aspect-level Sentiment Classification [Paper] [Review]
Neural Sentiment Classification with User and Product Attention [Paper] [Review]
Rationale-Augmented Convolutional Neural Networks for Text Classification [Paper] [Review]
A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis [Paper] [Review]
Effective LSTMs for Target-Dependent Sentiment Classification [Paper] [Review]
Gated Neural Networks for Targeted Sentiment Analysis [Paper] [Review]
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval [Paper] [Review]
Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers [Paper] [Review]
2015
2016
Po-Chih Huang / @pochih