| Highly Relevant Routing Recommendation Systems for Handling Few Data Using MDL Principle and Embedded Relevance Boosting Factors | Jun 13, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Exploiting Document Knowledge for Aspect-level Sentiment Classification | Jun 12, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 0 |
| Projecting Embeddings for Domain Adaptation: Joint Modeling of Sentiment Analysis in Diverse Domains | Jun 12, 2018 | Domain AdaptationSentiment Analysis | CodeCode Available | 0 |
| Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification | Jun 7, 2018 | ClassificationCross-Lingual Sentiment Classification | CodeCode Available | 0 |
| Multimodal Relational Tensor Network for Sentiment and Emotion Classification | Jun 7, 2018 | ClassificationEmotion Classification | —Unverified | 0 |
| Semi-supervised and Transfer learning approaches for low resource sentiment classification | Jun 7, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Solving Feature Sparseness in Text Classification using Core-Periphery Decomposition | Jun 1, 2018 | ClassificationDomain Adaptation | —Unverified | 0 |
| Solving Data Sparsity for Aspect Based Sentiment Analysis Using Cross-Linguality and Multi-Linguality | Jun 1, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Pivot Based Language Modeling for Improved Neural Domain Adaptation | Jun 1, 2018 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| ISCLAB at SemEval-2018 Task 1: UIR-Miner for Affect in Tweets | Jun 1, 2018 | ClassificationEmotion Classification | —Unverified | 0 |
| Sentiment Analysis: It's Complicated! | Jun 1, 2018 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Learning Domain Representation for Multi-Domain Sentiment Classification | Jun 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| DMCB at SemEval-2018 Task 1: Transfer Learning of Sentiment Classification Using Group LSTM for Emotion Intensity prediction | Jun 1, 2018 | General Classificationregression | —Unverified | 0 |
| Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis | Jun 1, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets | Jun 1, 2018 | General ClassificationLearning Word Embeddings | —Unverified | 0 |
| Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages | May 23, 2018 | Cross-Lingual Sentiment ClassificationMachine Translation | CodeCode Available | 0 |
| Improved Sentence Modeling using Suffix Bidirectional LSTM | May 18, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Backpropagating through Structured Argmax using a SPIGOT | May 12, 2018 | Dependency ParsingReinforcement Learning | CodeCode Available | 0 |
| Domain Adapted Word Embeddings for Improved Sentiment Classification | May 11, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Learning Domain-Sensitive and Sentiment-Aware Word Embeddings | May 10, 2018 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN) | May 8, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Various Approaches to Aspect-based Sentiment Analysis | May 5, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Transformation Networks for Target-Oriented Sentiment Classification | May 3, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 0 |
| A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification | May 3, 2018 | Abstractive Text SummarizationClassification | —Unverified | 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 |
| Aspect Extraction and Sentiment Classification of Mobile Apps using App-Store Reviews | Dec 9, 2017 | Aspect ExtractionGeneral Classification | —Unverified | 0 |
| SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction | Dec 3, 2017 | Link PredictionNetwork Embedding | CodeCode Available | 0 |
| Sentiment Classification using Images and Label Embeddings | Dec 3, 2017 | ClassificationGeneral Classification | —Unverified | 0 |