| Transfer Learning with Joint Fine-Tuning for Multimodal Sentiment Analysis | Oct 11, 2022 | Multimodal Sentiment AnalysisSentiment Analysis | CodeCode Available | 1 |
| BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework | Oct 6, 2022 | ClassificationData Augmentation | CodeCode Available | 1 |
| Explaining Patterns in Data with Language Models via Interpretable Autoprompting | Oct 4, 2022 | Explanation GenerationNatural Language Understanding | CodeCode Available | 1 |
| Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| VAuLT: Augmenting the Vision-and-Language Transformer for Sentiment Classification on Social Media | Aug 18, 2022 | DescriptiveDiversity | CodeCode Available | 1 |
| Protoformer: Embedding Prototypes for Transformers | Jun 25, 2022 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data | Jun 20, 2022 | ClassificationDomain Adaptation | CodeCode Available | 1 |
| kNN-Prompt: Nearest Neighbor Zero-Shot Inference | May 27, 2022 | Domain AdaptationLanguage Modelling | CodeCode Available | 1 |
| Human Language Modeling | May 10, 2022 | Age EstimationLanguage Modeling | CodeCode Available | 1 |
| 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 |
| 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 |
| Can Pre-trained Language Models Interpret Similes as Smart as Human? | Mar 16, 2022 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 |
| 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 |
| GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games | Jan 28, 2022 | AttributeFeature Importance | CodeCode Available | 1 |
| Continual Learning with Knowledge Transfer for Sentiment Classification | Dec 18, 2021 | ClassificationContinual Learning | CodeCode Available | 1 |
| Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification | Dec 5, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection | Nov 1, 2021 | RelationSentiment Analysis | CodeCode Available | 1 |
| Span Detection for Aspect-Based Sentiment Analysis in Vietnamese | Oct 15, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Open Aspect Target Sentiment Classification with Natural Language Prompts | Sep 8, 2021 | ClassificationSentiment Analysis | CodeCode Available | 1 |
| Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction | Sep 6, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Learning Neural Models for Natural Language Processing in the Face of Distributional Shift | Sep 3, 2021 | Machine TranslationQuestion Answering | CodeCode Available | 1 |
| Discretized Integrated Gradients for Explaining Language Models | Aug 31, 2021 | Feature ImportanceSentiment Analysis | CodeCode Available | 1 |
| AR-BERT: Aspect-relation enhanced Aspect-level Sentiment Classification with Multi-modal Explanations | Aug 26, 2021 | Aspect-Based Sentiment Analysis (ABSA)Explanation Generation | CodeCode Available | 1 |
