| A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss | Jun 2, 2020 | DecoderGeneral Classification | CodeCode Available | 1 |
| Dimensionality Reduction for Sentiment Classification: Evolving for the Most Prominent and Separable Features | Jun 1, 2020 | Dimensionality ReductionGeneral Classification | —Unverified | 0 |
| BiERU: Bidirectional Emotional Recurrent Unit for Conversational Sentiment Analysis | May 31, 2020 | Emotion Recognition in ConversationSentence | CodeCode Available | 0 |
| Language Representation Models for Fine-Grained Sentiment Classification | May 27, 2020 | Binary ClassificationClassification | CodeCode Available | 0 |
| Team Neuro at SemEval-2020 Task 8: Multi-Modal Fine Grain Emotion Classification of Memes using Multitask Learning | May 21, 2020 | Emotion ClassificationGeneral Classification | —Unverified | 0 |
| Article citation study: Context enhanced citation sentiment detection | May 10, 2020 | Deep LearningFeature Engineering | —Unverified | 0 |
| SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics | May 8, 2020 | ClassificationEmotion Classification | CodeCode Available | 1 |
| ImpactCite: An XLNet-based method for Citation Impact Analysis | May 5, 2020 | Citation Intent ClassificationClassification | CodeCode Available | 0 |
| Examining Citations of Natural Language Processing Literature | May 2, 2020 | ArticlesSentiment Analysis | —Unverified | 0 |
| Training a Broad-Coverage German Sentiment Classification Model for Dialog Systems | May 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| An Indian Language Social Media Collection for Hate and Offensive Speech | May 1, 2020 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| An Annotation Framework for Luxembourgish Sentiment Analysis | May 1, 2020 | ArticlesPOS | —Unverified | 0 |
| Defense of Word-level Adversarial Attacks via Random Substitution Encoding | May 1, 2020 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT | Apr 30, 2020 | Dependency ParsingLanguage Modeling | CodeCode Available | 0 |
| How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking | Apr 30, 2020 | PredictionQuestion Answering | CodeCode Available | 1 |
| Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon | Apr 29, 2020 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| CrowdTSC: Crowd-based Neural Networks for Text Sentiment Classification | Apr 26, 2020 | ClassificationClustering | —Unverified | 0 |
| Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach | Apr 24, 2020 | Decision MakingSentiment Analysis | —Unverified | 0 |
| Enhancing Pharmacovigilance with Drug Reviews and Social Media | Apr 18, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| How recurrent networks implement contextual processing in sentiment analysis | Apr 17, 2020 | NegationSentiment Analysis | CodeCode Available | 1 |
| Weight Poisoning Attacks on Pre-trained Models | Apr 14, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 |
| Multi-source Attention for Unsupervised Domain Adaptation | Apr 14, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| Teacher-Class Network: A Neural Network Compression Mechanism | Apr 7, 2020 | image-classificationImage Classification | CodeCode Available | 0 |
| Enhancing Review Comprehension with Domain-Specific Commonsense | Apr 6, 2020 | Aspect ExtractionKnowledge Distillation | —Unverified | 0 |
| An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis | Apr 4, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Give your Text Representation Models some Love: the Case for Basque | Mar 31, 2020 | General ClassificationNER | CodeCode Available | 0 |
| Semantic Enrichment of Nigerian Pidgin English for Contextual Sentiment Classification | Mar 27, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network | Feb 22, 2020 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 1 |
| A Systematic Comparison of Architectures for Document-Level Sentiment Classification | Feb 19, 2020 | ClassificationDocument Classification | CodeCode Available | 0 |
| Convolutional Neural Networks for Sentiment Analysis in Persian Social Media | Feb 14, 2020 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Related Tasks can Share! A Multi-task Framework for Affective language | Feb 6, 2020 | Multi-Task LearningSentiment Analysis | —Unverified | 0 |
| Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning | Feb 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Hybrid Tiled Convolutional Neural Networks for Text Sentiment Classification | Jan 31, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Adversarial Training for Aspect-Based Sentiment Analysis with BERT | Jan 30, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Multi-source Domain Adaptation for Visual Sentiment Classification | Jan 12, 2020 | ClassificationDomain Adaptation | —Unverified | 0 |
| Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction | Jan 7, 2020 | Aspect-oriented Opinion ExtractionGeneral Classification | CodeCode Available | 1 |
| Adapting Deep Learning for Sentiment Classification of Code-Switched Informal Short Text | Jan 4, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data | Jan 3, 2020 | General ClassificationMULTI-VIEW LEARNING | —Unverified | 0 |
| Target-Guided Structured Attention Network for Target-Dependent Sentiment Analysis | Jan 1, 2020 | SentenceSentiment Analysis | —Unverified | 0 |
| Corpus Based Amharic Sentiment Lexicon Generation | Jan 1, 2020 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Simultaneous Identification of Tweet Purpose and Position | Dec 24, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Event Outcome Prediction using Sentiment Analysis and Crowd Wisdom in Microblog Feeds | Dec 11, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| SemEval-2016 Task 4: Sentiment Analysis in Twitter | Dec 3, 2019 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Robust Deep Learning Based Sentiment Classification of Code-Mixed Text | Dec 1, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Log Message Anomaly Detection and Classification Using Auto-B/LSTM and Auto-GRU | Nov 20, 2019 | Anomaly DetectionClassification | —Unverified | 0 |
| Deep Learning versus Traditional Classifiers on Vietnamese Students' Feedback Corpus | Nov 17, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| Contextual Recurrent Units for Cloze-style Reading Comprehension | Nov 14, 2019 | Reading ComprehensionSentence | —Unverified | 0 |
| Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis | Nov 5, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution | Nov 4, 2019 | General ClassificationSentence | CodeCode Available | 0 |
| To Annotate or Not? Predicting Performance Drop under Domain Shift | Nov 1, 2019 | General ClassificationPOS | —Unverified | 0 |