| Deep Learning Reveals Patterns of Diverse and Changing Sentiments Towards COVID-19 Vaccines Based on 11 Million Tweets | Jul 5, 2022 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Aspect Is Not You Need: No-aspect Differential Sentiment Framework for Aspect-based Sentiment Analysis | Jul 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Response Construct Tagging: NLP-Aided Assessment for Engineering Education | Jul 1, 2022 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| YNU-HPCC at SemEval-2022 Task 4: Finetuning Pretrained Language Models for Patronizing and Condescending Language Detection | Jul 1, 2022 | ClassificationMulti-Label Classification | —Unverified | 0 |
| UFRGSent at SemEval-2022 Task 10: Structured Sentiment Analysis using a Question Answering Model | Jul 1, 2022 | PositionQuestion Answering | —Unverified | 0 |
| Protoformer: Embedding Prototypes for Transformers | Jun 25, 2022 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Low Resource Pipeline for Spoken Language Understanding via Weak Supervision | Jun 21, 2022 | Emotion ClassificationFew-Shot Learning | —Unverified | 0 |
| Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data | Jun 20, 2022 | ClassificationDomain Adaptation | CodeCode Available | 1 |
| OSN Dashboard Tool For Sentiment Analysis | Jun 14, 2022 | ClassificationSentiment Analysis | —Unverified | 0 |
| Emoji-based Fine-grained Attention Network for Sentiment Analysis in the Microblog Comments | Jun 10, 2022 | DiversitySentiment Analysis | —Unverified | 0 |
| Sentiment Analysis of Online Travel Reviews Based on Capsule Network and Sentiment Lexicon | Jun 5, 2022 | Language ModellingSentiment Analysis | —Unverified | 0 |
| Sentiment Classification by Incorporating Background Knowledge from Financial Ontologies | Jun 1, 2022 | ClassificationSentiment Analysis | —Unverified | 0 |
| Resources and Experiments on Sentiment Classification for Georgian | Jun 1, 2022 | ClassificationSentiment Analysis | —Unverified | 0 |
| MemoSen: A Multimodal Dataset for Sentiment Analysis of Memes | Jun 1, 2022 | Multimodal Sentiment AnalysisSentiment Analysis | CodeCode Available | 0 |
| EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning | May 31, 2022 | Contrastive LearningGenre classification | CodeCode Available | 0 |
| kNN-Prompt: Nearest Neighbor Zero-Shot Inference | May 27, 2022 | Domain AdaptationLanguage Modelling | CodeCode Available | 1 |
| Neural Subgraph Explorer: Reducing Noisy Information via Target-Oriented Syntax Graph Pruning | May 23, 2022 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification | May 18, 2022 | ClassificationGraph Attention | —Unverified | 0 |
| Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks | May 15, 2022 | Adversarial AttackDomain Adaptation | —Unverified | 0 |
| Sentiment Analysis of Covid-related Reddits | May 13, 2022 | BIG-bench Machine LearningSentiment Analysis | —Unverified | 0 |
| Human Language Modeling | May 10, 2022 | Age EstimationLanguage Modeling | CodeCode Available | 1 |
| Discrete Opinion Tree Induction for Aspect-based Sentiment Analysis | May 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Polyglot Prompt: Multilingual Multitask PrompTraining | Apr 29, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities | Apr 28, 2022 | DecoderMultimodal Sentiment Analysis | CodeCode Available | 1 |
| Neural Contrastive Clustering: Fully Unsupervised Bias Reduction for Sentiment Classification | Apr 22, 2022 | ClassificationClustering | —Unverified | 0 |
| yosm: A new yoruba sentiment corpus for movie reviews | Apr 20, 2022 | Opinion MiningSentiment Analysis | CodeCode Available | 0 |
| Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi | Apr 19, 2022 | ArticlesClassification | —Unverified | 0 |
| Anti-Asian Hate Speech Detection via Data Augmented Semantic Relation Inference | Apr 14, 2022 | Hate Speech DetectionNatural Language Inference | —Unverified | 0 |
| Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning | Apr 13, 2022 | Cross-Lingual TransferLanguage Modelling | CodeCode Available | 1 |
| Faces: AI Blitz XIII Solutions | Apr 3, 2022 | Face RecognitionPrediction | CodeCode Available | 1 |
| Example-based Hypernetworks for Out-of-Distribution Generalization | Mar 27, 2022 | DecoderDomain Adaptation | CodeCode Available | 0 |
| A Survey on Aspect-Based Sentiment Classification | Mar 27, 2022 | ClassificationSentiment Analysis | —Unverified | 0 |
| Multi-channel CNN to classify nepali covid-19 related tweets using hybrid features | Mar 19, 2022 | ClassificationSentiment Analysis | —Unverified | 0 |
| Can Pre-trained Language Models Interpret Similes as Smart as Human? | Mar 16, 2022 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 |
| Combining dynamic local context focus and dependency cluster attention for aspect-level sentiment classification | Mar 14, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition | Mar 8, 2022 | Dialog Act ClassificationGPU | CodeCode Available | 1 |
| TraceNet: Tracing and Locating the Key Elements in Sentiment Analysis | Feb 28, 2022 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| Domain-level Pairwise Semantic Interaction for Aspect-Based Sentiment Classification | Feb 21, 2022 | ClassificationSentence | —Unverified | 0 |
| Using Random Perturbations to Mitigate Adversarial Attacks on Sentiment Analysis Models | Feb 11, 2022 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Zero-Shot Aspect-Based Sentiment Analysis | Feb 4, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games | Jan 28, 2022 | AttributeFeature Importance | CodeCode Available | 1 |
| Sentiment-Aware Automatic Speech Recognition pre-training for enhanced Speech Emotion Recognition | Jan 27, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Lexicon based Fine-tuning of Multilingual Language Models for Sentiment Analysis of Low-resource Languages | Jan 16, 2022 | ClassificationSentiment Analysis | —Unverified | 0 |
| STT: Soft Template Tuning for Few-Shot Learning | Jan 16, 2022 | Few-Shot LearningLanguage Modeling | —Unverified | 0 |
| TraceNet: Tracing and Locating the Key Elements in Sentiment Analysis | Jan 16, 2022 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Auto-ABSA: Cross-Domain Aspect Detection and Sentiment Analysis Using Auxiliary Sentences | Jan 5, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| DigNet: Digging Clues from Local-Global Interactive Graph for Aspect-level Sentiment Classification | Jan 4, 2022 | RelationSentiment Analysis | —Unverified | 0 |
| Domain Adaptation with Category Attention Network for Deep Sentiment Analysis | Dec 31, 2021 | AttributeClassification | —Unverified | 0 |
| Continual Learning with Knowledge Transfer for Sentiment Classification | Dec 18, 2021 | ClassificationContinual Learning | CodeCode Available | 1 |
| Is syntax structure modeling worth? Leveraging pattern-driven modeling to enable affordable sentiment dependency learning | Dec 17, 2021 | Dependency ParsingSentiment Analysis | —Unverified | 0 |