| A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification | May 3, 2018 | Abstractive Text SummarizationClassification | —Unverified | 0 |
| Transformation Networks for Target-Oriented Sentiment Classification | May 3, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 0 |
| Multilingual Multi-class Sentiment Classification Using Convolutional Neural Networks | May 1, 2018 | ClassificationDocument Classification | CodeCode Available | 0 |
| Sample-to-Sample Correspondence for Unsupervised Domain Adaptation | May 1, 2018 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| Hierarchical Attention Transfer Network for Cross-Domain Sentiment Classification | Apr 26, 2018 | ClassificationCross-Domain Text Classification | CodeCode Available | 0 |
| Aspect Level Sentiment Classification with Attention-over-Attention Neural Networks | Apr 18, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Amobee at SemEval-2018 Task 1: GRU Neural Network with a CNN Attention Mechanism for Sentiment Classification | Apr 12, 2018 | General ClassificationOrdinal Classification | —Unverified | 0 |
| Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM | Apr 1, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Learning Latent Opinions for Aspect-Level Sentiment Classification | Apr 1, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 0 |
| MultiBooked: A Corpus of Basque and Catalan Hotel Reviews Annotated for Aspect-level Sentiment Classification | Mar 22, 2018 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Contextual Salience for Fast and Accurate Sentence Vectors | Mar 22, 2018 | Document SummarizationGeneral Classification | CodeCode Available | 0 |
| ρ-hot Lexicon Embedding-based Two-level LSTM for Sentiment Analysis | Mar 21, 2018 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| Multimodal Sentiment Analysis: Addressing Key Issues and Setting up the Baselines | Mar 19, 2018 | General ClassificationMultimodal Sentiment Analysis | —Unverified | 0 |
| How to evaluate sentiment classifiers for Twitter time-ordered data? | Mar 14, 2018 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Fast Dawid-Skene: A Fast Vote Aggregation Scheme for Sentiment Classification | Mar 7, 2018 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Improving Sentiment Analysis in Arabic Using Word Representation | Feb 28, 2018 | General ClassificationSentiment Analysis | —Unverified | 0 |
| PrivySense: Price Volatility based Sentiments Estimation from Financial News using Machine Learning | Feb 21, 2018 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Multimodal Sentiment Analysis with Word-Level Fusion and Reinforcement Learning | Feb 3, 2018 | Multimodal Sentiment Analysisreinforcement-learning | CodeCode Available | 0 |
| Sentiment Analysis by Capsules | Feb 1, 2018 | AttributeSentiment Analysis | CodeCode Available | 0 |
| Improving Review Representations with User Attention and Product Attention for Sentiment Classification | Jan 24, 2018 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Contextual and Position-Aware Factorization Machines for Sentiment Classification | Jan 18, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Lifelong Learning for Sentiment Classification | Jan 9, 2018 | Bayesian OptimizationClassification | —Unverified | 0 |
| Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora | Jan 1, 2018 | ClusteringGeneral Classification | —Unverified | 0 |
| Any-gram Kernels for Sentence Classification: A Sentiment Analysis Case Study | Dec 19, 2017 | General ClassificationSentence | —Unverified | 0 |
| Learning when to skim and when to read | Dec 15, 2017 | General ClassificationSentiment Analysis | —Unverified | 0 |
