| Large, Small or Both: A Novel Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization | Mar 12, 2024 | Data AugmentationLanguage Modelling | —Unverified | 0 |
| Persian Slang Text Conversion to Formal and Deep Learning of Persian Short Texts on Social Media for Sentiment Classification | Mar 9, 2024 | Emotion ClassificationSentiment Analysis | —Unverified | 0 |
| Distilled ChatGPT Topic & Sentiment Modeling with Applications in Finance | Mar 4, 2024 | Knowledge DistillationSentiment Analysis | —Unverified | 0 |
| ESG Sentiment Analysis: comparing human and language model performance including GPT | Feb 26, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CARBD-Ko: A Contextually Annotated Review Benchmark Dataset for Aspect-Level Sentiment Classification in Korean | Feb 23, 2024 | ClassificationHallucination | —Unverified | 0 |
| From Adoption to Adaption: Tracing the Diffusion of New Emojis on Twitter | Feb 22, 2024 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Exploiting Adaptive Contextual Masking for Aspect-Based Sentiment Analysis | Feb 21, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Accuracy of TextFooler black box adversarial attacks on 01 loss sign activation neural network ensemble | Feb 12, 2024 | Adversarial AttackClassification | CodeCode Available | 0 |
| Synthesizing Sentiment-Controlled Feedback For Multimodal Text and Image Data | Feb 12, 2024 | DecoderMarketing | CodeCode Available | 0 |
| In-Context Learning Can Re-learn Forbidden Tasks | Feb 8, 2024 | ArticlesIn-Context Learning | —Unverified | 0 |
| Linguistic features for sentence difficulty prediction in ABSA | Feb 5, 2024 | Aspect-Based Sentiment AnalysisDiversity | —Unverified | 0 |
| A Survey of Large Language Models in Finance (FinLLMs) | Feb 4, 2024 | Named Entity Recognition (NER)Question Answering | CodeCode Available | 3 |
| An Information-Theoretic Approach to Analyze NLP Classification Tasks | Feb 1, 2024 | Multiple-choiceReading Comprehension | CodeCode Available | 0 |
| Breaking Free Transformer Models: Task-specific Context Attribution Promises Improved Generalizability Without Fine-tuning Pre-trained LLMs | Jan 30, 2024 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| Longitudinal Sentiment Classification of Reddit Posts | Jan 22, 2024 | ClassificationSentiment Analysis | —Unverified | 0 |
| Estimating the severity of dental and oral problems via sentiment classification over clinical reports | Jan 17, 2024 | Decision MakingSentiment Analysis | —Unverified | 0 |
| Are self-explanations from Large Language Models faithful? | Jan 15, 2024 | counterfactualFaithfulness Critic | CodeCode Available | 1 |
| Aspect category learning and sentimental analysis using weakly supervised learning | Dec 24, 2023 | Multi-class ClassificationMulti-Label Classification | —Unverified | 0 |
| Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue | Dec 23, 2023 | AttributeLanguage Modeling | —Unverified | 0 |
| Exploiting Contextual Target Attributes for Target Sentiment Classification | Dec 21, 2023 | AttributeClassification | —Unverified | 0 |
| Geo-located Aspect Based Sentiment Analysis (ABSA) for Crowdsourced Evaluation of Urban Environments | Dec 19, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Aspect-Based Sentiment Analysis with Explicit Sentiment Augmentations | Dec 18, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| A Soft Contrastive Learning-based Prompt Model for Few-shot Sentiment Analysis | Dec 16, 2023 | ClassificationContrastive Learning | —Unverified | 0 |
| Deep Learning-based Sentiment Classification: A Comparative Survey | Dec 12, 2023 | ClassificationDeep Learning | —Unverified | 0 |
| User Friendly and Adaptable Discriminative AI: Using the Lessons from the Success of LLMs and Image Generation Models | Dec 11, 2023 | Image Generationobject-detection | —Unverified | 0 |
| Revisiting the Role of Label Smoothing in Enhanced Text Sentiment Classification | Dec 11, 2023 | Classificationimage-classification | —Unverified | 0 |
| Perceiving University Student's Opinions from Google App Reviews | Dec 10, 2023 | Ensemble LearningSentiment Analysis | —Unverified | 0 |
| Knowledge Graph Enhanced Aspect-Level Sentiment Analysis | Dec 2, 2023 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| TurkishBERTweet: Fast and Reliable Large Language Model for Social Media Analysis | Nov 29, 2023 | Hate Speech DetectionLanguage Modeling | CodeCode Available | 1 |
| Syntactic Fusion: Enhancing Aspect-Level Sentiment Analysis Through Multi-Tree Graph Integration | Nov 28, 2023 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Natural Language Processing Through Transfer Learning: A Case Study on Sentiment Analysis | Nov 28, 2023 | Experimental DesignSentiment Analysis | —Unverified | 0 |
| BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre Classification | Nov 27, 2023 | ClassificationGenre classification | CodeCode Available | 0 |
| Benchmarking Large Language Model Volatility | Nov 26, 2023 | BenchmarkingDecision Making | —Unverified | 0 |
| A BERT based Ensemble Approach for Sentiment Classification of Customer Reviews and its Application to Nudge Marketing in e-Commerce | Nov 16, 2023 | MarketingSentiment Analysis | —Unverified | 0 |
| How good are Large Language Models on African Languages? | Nov 14, 2023 | In-Context LearningLanguage Modelling | —Unverified | 0 |
| Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study | Nov 11, 2023 | Cross-Lingual Sentiment ClassificationCross-Lingual Transfer | —Unverified | 0 |
| RankAug: Augmented data ranking for text classification | Nov 8, 2023 | ClassificationDiversity | —Unverified | 0 |
| Modelling Sentiment Analysis: LLMs and data augmentation techniques | Nov 7, 2023 | Data AugmentationSentiment Analysis | CodeCode Available | 0 |
| Joint Learning of Local and Global Features for Aspect-based Sentiment Classification | Nov 2, 2023 | Graph AttentionRepresentation Learning | —Unverified | 0 |
| Causal Interpretation of Self-Attention in Pre-Trained Transformers | Oct 31, 2023 | Causal DiscoverySentiment Analysis | CodeCode Available | 0 |
| Sentiment Analysis Across Multiple African Languages: A Current Benchmark | Oct 21, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Foundation Model's Embedded Representations May Detect Distribution Shift | Oct 20, 2023 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| FinEntity: Entity-level Sentiment Classification for Financial Texts | Oct 19, 2023 | ClassificationSentiment Analysis | CodeCode Available | 1 |
| Utilizing Weak Supervision To Generate Indonesian Conservation Dataset | Oct 17, 2023 | ClassificationMulti-class Classification | —Unverified | 0 |
| Key-phrase boosted unsupervised summary generation for FinTech organization | Oct 16, 2023 | Intent DetectionSentiment Analysis | —Unverified | 0 |
| RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification | Oct 14, 2023 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 |
| Arabic Sentiment Analysis with Noisy Deep Explainable Model | Sep 24, 2023 | Arabic Sentiment AnalysisSentiment Analysis | —Unverified | 0 |
| Stock Market Sentiment Classification and Backtesting via Fine-tuned BERT | Sep 21, 2023 | regressionSentiment Analysis | —Unverified | 0 |
| BELT:Bootstrapping Electroencephalography-to-Language Decoding and Zero-Shot Sentiment Classification by Natural Language Supervision | Sep 21, 2023 | Brain DecodingContrastive Learning | —Unverified | 0 |
| AttentionMix: Data augmentation method that relies on BERT attention mechanism | Sep 20, 2023 | Data AugmentationSentiment Analysis | —Unverified | 0 |