| Finding the Needle in a Haystack: Unsupervised Rationale Extraction from Long Text Classifiers | Mar 14, 2023 | Document ClassificationLanguage Modeling | —Unverified | 0 |
| Dual-Attention Model for Aspect-Level Sentiment Classification | Mar 14, 2023 | AllClassification | —Unverified | 0 |
| Variational Quantum Classifiers for Natural-Language Text | Mar 4, 2023 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Meme Sentiment Analysis Enhanced with Multimodal Spatial Encoding and Facial Embedding | Mar 3, 2023 | Optical Character Recognition (OCR)Position | —Unverified | 0 |
| Tell Model Where to Attend: Improving Interpretability of Aspect-Based Sentiment Classification via Small Explanation Annotations | Feb 21, 2023 | SentenceSentiment Analysis | —Unverified | 0 |
| AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages | Feb 17, 2023 | DiversitySentiment Analysis | CodeCode Available | 1 |
| InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis | Feb 16, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Learning from Noisy Crowd Labels with Logics | Feb 13, 2023 | Knowledge Distillationnamed-entity-recognition | CodeCode Available | 0 |
| UDApter -- Efficient Domain Adaptation Using Adapters | Feb 7, 2023 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| Recursive Neural Networks with Bottlenecks Diagnose (Non-)Compositionality | Jan 31, 2023 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| EDSA-Ensemble: an Event Detection Sentiment Analysis Ensemble Architecture | Jan 30, 2023 | Event DetectionSentiment Analysis | —Unverified | 0 |
| Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately | Jan 27, 2023 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Removing Non-Stationary Knowledge From Pre-Trained Language Models for Entity-Level Sentiment Classification in Finance | Jan 9, 2023 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| Is word segmentation necessary for Vietnamese sentiment classification? | Jan 1, 2023 | ClassificationSegmentation | —Unverified | 0 |
| Data Augmentation using Transformers and Similarity Measures for Improving Arabic Text Classification | Dec 28, 2022 | ClassificationData Augmentation | —Unverified | 0 |
| BLIND: Bias Removal With No Demographics | Dec 20, 2022 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages | Dec 19, 2022 | Cross-Lingual TransferNatural Language Inference | CodeCode Available | 0 |
| Utilizing distilBert transformer model for sentiment classification of COVID-19's Persian open-text responses | Dec 16, 2022 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Multi-task Learning for Cross-Lingual Sentiment Analysis | Dec 14, 2022 | ArticlesFew-Shot Learning | CodeCode Available | 0 |
| Embedding generation for text classification of Brazilian Portuguese user reviews: from bag-of-words to transformers | Dec 1, 2022 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Multitask Learning for Low Resource Spoken Language Understanding | Nov 24, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Using Selective Masking as a Bridge between Pre-training and Fine-tuning | Nov 24, 2022 | Language ModellingSentiment Analysis | —Unverified | 0 |
| Sentiment Classification of Code-Switched Text using Pre-trained Multilingual Embeddings and Segmentation | Oct 29, 2022 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations | Oct 29, 2022 | ClusteringSentence | CodeCode Available | 1 |
| NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation | Oct 22, 2022 | counterfactualData Augmentation | CodeCode Available | 0 |
| Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals | Oct 21, 2022 | Classificationcounterfactual | CodeCode Available | 0 |
| Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models | Oct 18, 2022 | Language ModellingSentence | CodeCode Available | 8 |
| Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis | Oct 18, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| 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 |
| Span Extraction Aided Improved Code-mixed Sentiment Classification | Oct 1, 2022 | ClassificationMulti-Task Learning | CodeCode Available | 0 |
| Leveraging Semantic and Sentiment Knowledge for User-Generated Text Sentiment Classification | Oct 1, 2022 | ClassificationDecision Making | —Unverified | 0 |
| 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 |
| Unsupervised Data Augmentation for Aspect Based Sentiment Analysis | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Composition-based Heterogeneous Graph Multi-channel Attention Network for Multi-aspect Multi-sentiment Classification | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Learnable Dependency-based Double Graph Structure for Aspect-based Sentiment Analysis | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| One-Teacher and Multiple-Student Knowledge Distillation on Sentiment Classification | Oct 1, 2022 | Ensemble LearningKnowledge Distillation | CodeCode Available | 0 |
| Does Attention Mechanism Possess the Feature of Human Reading? A Perspective of Sentiment Classification Task | Sep 8, 2022 | SentenceSentiment Analysis | —Unverified | 0 |
| Zero-shot Aspect-level Sentiment Classification via Explicit Utilization of Aspect-to-Document Sentiment Composition | Sep 6, 2022 | ClassificationSentiment Analysis | —Unverified | 0 |
| A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment Analysis | Aug 24, 2022 | Aspect ExtractionSentiment Analysis | CodeCode Available | 0 |
| Target-oriented Sentiment Classification with Sequential Cross-modal Semantic Graph | Aug 19, 2022 | DecoderImage Captioning | CodeCode Available | 0 |
| VAuLT: Augmenting the Vision-and-Language Transformer for Sentiment Classification on Social Media | Aug 18, 2022 | DescriptiveDiversity | CodeCode Available | 1 |
| Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification | Aug 18, 2022 | 3D Point Cloud ClassificationClassification | —Unverified | 0 |
| The Moral Foundations Reddit Corpus | Aug 10, 2022 | domain classificationSentiment Analysis | CodeCode Available | 0 |
| PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment Analysis | Aug 2, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 3 |
| Towards a Sentiment-Aware Conversational Agent | Jul 24, 2022 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| STT: Soft Template Tuning for Few-Shot Adaptation | Jul 18, 2022 | Few-Shot LearningLanguage Modeling | —Unverified | 0 |
| Exploiting Word Semantics to Enrich Character Representations of Chinese Pre-trained Models | Jul 13, 2022 | Machine Reading ComprehensionNatural Language Inference | CodeCode Available | 0 |
| Multimodal Feature Extraction for Memes Sentiment Classification | Jul 7, 2022 | ClassificationMeme Classification | —Unverified | 0 |