| Distilling Task-Specific Knowledge from BERT into Simple Neural Networks | Mar 28, 2019 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Imbalanced Sentiment Classification Enhanced with Discourse Marker | Mar 28, 2019 | ClassificationData Augmentation | —Unverified | 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 |
| Induction Networks for Few-Shot Text Classification | Feb 27, 2019 | Few-Shot Text ClassificationGeneral Classification | CodeCode Available | 1 |
| 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 |
| Practical Text Classification With Large Pre-Trained Language Models | Dec 4, 2018 | ClassificationEmotion Classification | CodeCode Available | 0 |
| Leveraging Multi-grained Sentiment Lexicon Information for Neural Sequence Models | Dec 4, 2018 | General ClassificationNegation | —Unverified | 0 |
| GIRNet: Interleaved Multi-Task Recurrent State Sequence Models | Nov 28, 2018 | Part-Of-Speech TaggingPosition | CodeCode Available | 0 |
| Deep Discriminative Learning for Unsupervised Domain Adaptation | Nov 17, 2018 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification | Nov 16, 2018 | General ClassificationSentence | CodeCode Available | 0 |
| A Self-Attentive Hierarchical Model for Jointly Improving Text Summarization and Sentiment Classification | Nov 14, 2018 | Abstractive Text SummarizationClassification | —Unverified | 0 |
| A Unified Model for Opinion Target Extraction and Target Sentiment Prediction | Nov 13, 2018 | Aspect-Based Sentiment Analysis (ABSA)Sentiment Analysis | CodeCode Available | 1 |
