| Learning Sentiment Composition from Sentiment Lexicons | Aug 1, 2018 | General ClassificationSentence | —Unverified | 0 |
| Effective Attention Modeling for Aspect-Level Sentiment Classification | Aug 1, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | —Unverified | 0 |
| A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis | Aug 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Projecting Embeddings for Domain Adaption: Joint Modeling of Sentiment Analysis in Diverse Domains | Aug 1, 2018 | Domain AdaptationSentiment Analysis | CodeCode Available | 0 |
| Enhanced Aspect Level Sentiment Classification with Auxiliary Memory | Aug 1, 2018 | ClassificationFeature Engineering | —Unverified | 0 |
| Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Ratings | Aug 1, 2018 | General ClassificationMulti-Task Learning | CodeCode Available | 0 |
| A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification | Jul 13, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| A Combined CNN and LSTM Model for Arabic Sentiment Analysis | Jul 9, 2018 | Arabic Sentiment AnalysisClassification | —Unverified | 0 |
| A Review of Different Word Embeddings for Sentiment Classification using Deep Learning | Jul 5, 2018 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| A Convolutional Neural Network for Aspect Sentiment Classification | Jul 4, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Getting the subtext without the text: Scalable multimodal sentiment classification from visual and acoustic modalities | Jul 3, 2018 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Sentiment Analysis using Imperfect Views from Spoken Language and Acoustic Modalities | Jul 1, 2018 | Automatic Speech Recognition (ASR)General Classification | —Unverified | 0 |
| Leveraging News Sentiment to Improve Microblog Sentiment Classification in the Financial Domain | Jul 1, 2018 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Target-Sensitive Memory Networks for Aspect Sentiment Classification | Jul 1, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | —Unverified | 0 |
| Cross-Domain Sentiment Classification with Target Domain Specific Information | Jul 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Pretraining Sentiment Classifiers with Unlabeled Dialog Data | Jul 1, 2018 | ClassificationDecoder | —Unverified | 0 |
| Identifying Transferable Information Across Domains for Cross-domain Sentiment Classification | Jul 1, 2018 | ClassificationDomain Adaptation | —Unverified | 0 |
| Searching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings | Jul 1, 2018 | General ClassificationSentence | —Unverified | 0 |
| Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable | Jul 1, 2018 | Bilingual Lexicon InductionClassification | CodeCode Available | 0 |
| Enhancing Sentence Embedding with Generalized Pooling | Jun 26, 2018 | Author ProfilingGeneral Classification | CodeCode Available | 0 |
| Using J-K fold Cross Validation to Reduce Variance When Tuning NLP Models | Jun 19, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Aspect Sentiment Classification with both Word-level and Clause-level AttentionNetworks | Jun 17, 2018 | General ClassificationSentence | —Unverified | 0 |
| An Improved Text Sentiment Classification Model Using TF-IDF and Next Word Negation | Jun 17, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Aspect Sentiment Model for Micro Reviews | Jun 14, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Cold-Start Aware User and Product Attention for Sentiment Classification | Jun 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 1 |