| Machine Learning Evaluation of the Echo-Chamber Effect in Medical Forums | Oct 19, 2020 | BIG-bench Machine LearningSentiment Analysis | —Unverified | 0 |
| Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification | Oct 16, 2020 | General ClassificationLanguage Modelling | CodeCode Available | 0 |
| Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis | Oct 16, 2020 | Multimodal Sentiment AnalysisSentiment Analysis | CodeCode Available | 1 |
| Text Classification Using Label Names Only: A Language Model Self-Training Approach | Oct 14, 2020 | ClassificationDocument Classification | CodeCode Available | 1 |
| Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding | Oct 13, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Identifying Spurious Correlations for Robust Text Classification | Oct 6, 2020 | Classificationfeature selection | CodeCode Available | 1 |
| CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation | Oct 5, 2020 | Adversarial TextAttribute | —Unverified | 0 |
| Enhancing Fine-grained Sentiment Classification Exploiting Local Context Embedding | Oct 2, 2020 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 2 |
| Better Queries for Aspect-Category Sentiment Classification | Oct 1, 2020 | Aspect Category DetectionAspect Category Sentiment Classification | —Unverified | 0 |
| 多目标情感分类中文数据集构建及分析研究(Construction and Analysis of Chinese Multi-Target Sentiment Classification Dataset) | Oct 1, 2020 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| 结合金融领域情感词典和注意力机制的细粒度情感分析(Attention-based Recurrent Network Combined with Financial Lexicon for Aspect-level Sentiment Classification) | Oct 1, 2020 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Automatic Extraction of Agriculture Terms from Domain Text: A Survey of Tools and Techniques | Sep 24, 2020 | Recommendation SystemsSentiment Analysis | —Unverified | 0 |
| GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis | Sep 22, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| An Interpretable and Uncertainty Aware Multi-Task Framework for Multi-Aspect Sentiment Analysis | Sep 18, 2020 | Extract AspectMulti-Task Learning | CodeCode Available | 0 |
| Improving Bi-LSTM Performance for Indonesian Sentiment Analysis Using Paragraph Vector | Sep 12, 2020 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Regularised Text Logistic Regression: Key Word Detection and Sentiment Classification for Online Reviews | Sep 9, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification | Sep 8, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce | Sep 7, 2020 | Aspect ExtractionDenoising | —Unverified | 0 |
| The Impact of Indirect Machine Translation on Sentiment Classification | Aug 25, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification | Aug 16, 2020 | RelationRelation Network | —Unverified | 0 |
| Feature Extraction Functions for Neural Logic Rule Learning | Aug 14, 2020 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings | Aug 11, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| On Commonsense Cues in BERT for Solving Commonsense Tasks | Aug 10, 2020 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Using LDA and LSTM Models to Study Public Opinions and Critical Groups Towards Congestion Pricing in New York City through 2007 to 2019 | Aug 1, 2020 | FairnessSentiment Analysis | —Unverified | 0 |
| Improving Results on Russian Sentiment Datasets | Jul 28, 2020 | Natural Language InferenceSentiment Analysis | CodeCode Available | 0 |
| YNU-HPCC at SemEval-2020 Task 8: Using a Parallel-Channel Model for Memotion Analysis | Jul 28, 2020 | Emotion RecognitionSentiment Analysis | CodeCode Available | 0 |
| Effect of Text Processing Steps on Twitter Sentiment Classification using Word Embedding | Jul 25, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| FiSSA at SemEval-2020 Task 9: Fine-tuned For Feelings | Jul 24, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| HCMS at SemEval-2020 Task 9: A Neural Approach to Sentiment Analysis for Code-Mixed Texts | Jul 23, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| IITK at SemEval-2020 Task 8: Unimodal and Bimodal Sentiment Analysis of Internet Memes | Jul 21, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 |
| Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis | Jul 16, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 |
| Tweets Sentiment Analysis via Word Embeddings and Machine Learning Techniques | Jul 5, 2020 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| EmotionGIF-Yankee: A Sentiment Classifier with Robust Model Based Ensemble Methods | Jul 5, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Bidirectional Encoder Representations from Transformers (BERT): A sentiment analysis odyssey | Jul 2, 2020 | CPUDeep Learning | —Unverified | 0 |
| Corpus based Amharic sentiment lexicon generation | Jul 1, 2020 | General ClassificationSentiment Analysis | —Unverified | 0 |
| SentiTel: TABSA for Twitter reviews on Uganda Telecoms | Jul 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Negation handling for Amharic sentiment classification | Jul 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification | Jul 1, 2020 | General ClassificationRepresentation Learning | —Unverified | 0 |
| Adversarial and Domain-Aware BERT for Cross-Domain Sentiment Analysis | Jul 1, 2020 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Aspect Sentiment Classification with Document-level Sentiment Preference Modeling | Jul 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning | Jul 1, 2020 | ClassificationCross-Lingual Sentiment Classification | —Unverified | 0 |
| Modelling Context and Syntactical Features for Aspect-based Sentiment Analysis | Jul 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Weight Poisoning Attacks on Pretrained Models | Jul 1, 2020 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction | Jul 1, 2020 | Entity Extraction using GANOpinion Mining | CodeCode Available | 1 |
| Feature Projection for Improved Text Classification | Jul 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis | Jul 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| IIT Gandhinagar at SemEval-2020 Task 9: Code-Mixed Sentiment Classification Using Candidate Sentence Generation and Selection | Jun 25, 2020 | Humor Detectionintent-classification | —Unverified | 0 |
| Comparative Sentiment Analysis of App Reviews | Jun 17, 2020 | BIG-bench Machine LearningEnsemble Learning | CodeCode Available | 0 |
| PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models | Jun 16, 2020 | Domain AdaptationRepresentation Learning | CodeCode Available | 1 |
| FinBERT: A Pretrained Language Model for Financial Communications | Jun 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |