| A Comparison of Techniques for Sentiment Classification of Film Reviews | May 12, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Language-Agnostic Model for Aspect-Based Sentiment Analysis | May 1, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Semi-Unsupervised Lifelong Learning for Sentiment Classification: Less Manual Data Annotation and More Self-Studying | Apr 30, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Sentiment Classification using N-gram IDF and Automated Machine Learning | Apr 27, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Cross-Lingual Sentiment Quantification | Apr 16, 2019 | Cross-Lingual Sentiment ClassificationGeneral Classification | CodeCode Available | 0 |
| A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification | Apr 10, 2019 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| NELEC at SemEval-2019 Task 3: Think Twice Before Going Deep | Apr 5, 2019 | Deep LearningEmotion Recognition in Conversation | CodeCode Available | 0 |
| Imbalanced Sentiment Classification Enhanced with Discourse Marker | Mar 28, 2019 | ClassificationData Augmentation | —Unverified | 0 |
| Distilling Task-Specific Knowledge from BERT into Simple Neural Networks | Mar 28, 2019 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Hierarchical Attention Generative Adversarial Networks for Cross-domain Sentiment Classification | Mar 27, 2019 | ClassificationDomain Adaptation | —Unverified | 0 |
| An end-to-end Neural Network Framework for Text Clustering | Mar 22, 2019 | ClusteringRepresentation Learning | —Unverified | 0 |
| Incorporating End-to-End Speech Recognition Models for Sentiment Analysis | Feb 28, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Attentional Encoder Network for Targeted Sentiment Classification | Feb 25, 2019 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 0 |
| Leveraging Deep Graph-Based Text Representation for Sentiment Polarity Applications | Feb 23, 2019 | BIG-bench Machine LearningDocument Classification | —Unverified | 0 |
| Investigating the Effect of Segmentation Methods on Neural Model based Sentiment Analysis on Informal Short Texts in Turkish | Feb 18, 2019 | General ClassificationSegmentation | —Unverified | 0 |
| A Comparative Study of Feature Selection Methods for Dialectal Arabic Sentiment Classification Using Support Vector Machine | Feb 17, 2019 | Arabic Sentiment Analysisfeature selection | CodeCode Available | 0 |
| Categorical Metadata Representation for Customized Text Classification | Feb 14, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Predicting US State-Level Agricultural Sentiment as a Measure of Food Security with Tweets from Farming Communities | Feb 13, 2019 | Crop Yield PredictionSentiment Analysis | —Unverified | 0 |
| Multi-task Learning for Target-dependent Sentiment Classification | Feb 8, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Towards Autoencoding Variational Inference for Aspect-based Opinion Summary | Feb 7, 2019 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Sentiment and Sarcasm Classification with Multitask Learning | Jan 23, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Sentiment Classification of Customer Reviews about Automobiles in Roman Urdu | Dec 30, 2018 | AttributeClassification | —Unverified | 0 |
| CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis | Dec 27, 2018 | General ClassificationSentence | —Unverified | 0 |
| Supervised Sentiment Classification with CNNs for Diverse SE Datasets | Dec 23, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Leveraging Multi-grained Sentiment Lexicon Information for Neural Sequence Models | Dec 4, 2018 | General ClassificationNegation | —Unverified | 0 |
