| 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 |
| ADAPT at IJCNLP-2017 Task 4: A Multinomial Naive Bayes Classification Approach for Customer Feedback Analysis task | Dec 1, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| NLPSA at IJCNLP-2017 Task 2: Imagine Scenario: Leveraging Supportive Images for Dimensional Sentiment Analysis | Dec 1, 2017 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Linguistic approach based Transfer Learning for Sentiment Classification in Hindi | Dec 1, 2017 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Improving the Accuracy of Pre-trained Word Embeddings for Sentiment Analysis | Nov 23, 2017 | MarketingPart-Of-Speech Tagging | CodeCode Available | 0 |
| Joint Sentiment/Topic Modeling on Text Data Using Boosted Restricted Boltzmann Machine | Nov 10, 2017 | General ClassificationInformation Retrieval | —Unverified | 0 |
| Aspect-level Sentiment Classification with HEAT (HiErarchical ATtention) Network | Nov 6, 2017 | ClassificationSentence | —Unverified | 0 |
| Fine-tuning Tree-LSTM for phrase-level sentiment classification on a Polish dependency treebank. Submission to PolEval task 2 | Nov 3, 2017 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Avoiding Your Teacher's Mistakes: Training Neural Networks with Controlled Weak Supervision | Nov 1, 2017 | Document RankingSentiment Analysis | —Unverified | 0 |
| Sentence Modeling with Deep Neural Architecture using Lexicon and Character Attention Mechanism for Sentiment Classification | Nov 1, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Cascading Multiway Attentions for Document-level Sentiment Classification | Nov 1, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification | Nov 1, 2017 | ClassificationDenoising | —Unverified | 0 |
| Convolutional Neural Networks for Sentiment Classification on Business Reviews | Oct 16, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Sentiment Classification with Word Attention based on Weakly Supervised Learning with a Convolutional Neural Network | Sep 28, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets | Sep 27, 2017 | Dependency ParsingGeneral Classification | CodeCode Available | 0 |
| EDEN: Evolutionary Deep Networks for Efficient Machine Learning | Sep 26, 2017 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Using objective words in the reviews to improve the colloquial arabic sentiment analysis | Sep 25, 2017 | Arabic Sentiment AnalysisGeneral Classification | —Unverified | 0 |
| Text Compression for Sentiment Analysis via Evolutionary Algorithms | Sep 20, 2017 | Data CompressionEvolutionary Algorithms | —Unverified | 0 |
| Interactive Attention Networks for Aspect-Level Sentiment Classification | Sep 4, 2017 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 0 |
| Sentiment Lexicon Construction with Representation Learning Based on Hierarchical Sentiment Supervision | Sep 1, 2017 | Opinion MiningRepresentation Learning | CodeCode Available | 0 |
| Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension | Sep 1, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Idiom-Aware Compositional Distributed Semantics | Sep 1, 2017 | General ClassificationMachine Translation | —Unverified | 0 |
| Multi-entity sentiment analysis using entity-level feature extraction and word embeddings approach | Sep 1, 2017 | Binary ClassificationEntity Extraction using GAN | —Unverified | 0 |