| PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment Analysis | Aug 2, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 3 |
| Recent Trends of Multimodal Affective Computing: A Survey from NLP Perspective | Sep 11, 2024 | Aspect-Based Sentiment AnalysisEmotion Recognition | CodeCode Available | 2 |
| A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction | Dec 17, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 2 |
| M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis | Feb 17, 2025 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| DS^2-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis | Dec 19, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad Prediction | Jun 26, 2024 | Aspect-Based Sentiment AnalysisPseudo Label | CodeCode Available | 1 |
| S^2GSL: Incorporating Segment to Syntactic Enhanced Graph Structure Learning for Aspect-based Sentiment Analysis | Jun 5, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis | May 28, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| You Only Read Once: Constituency-Oriented Relational Graph Convolutional Network for Multi-Aspect Multi-Sentiment Classification | Mar 24, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Triple GNNs: Introducing Syntactic and Semantic Information for Conversational Aspect-Based Quadruple Sentiment Analysis | Mar 15, 2024 | Aspect-Based Sentiment AnalysisGraph Attention | CodeCode Available | 1 |
| Let's Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models | Feb 23, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| A Novel Energy based Model Mechanism for Multi-modal Aspect-Based Sentiment Analysis | Dec 13, 2023 | Aspect-Based Sentiment AnalysisSentiment Analysis | CodeCode Available | 1 |
| RDGCN: Reinforced Dependency Graph Convolutional Network for Aspect-based Sentiment Analysis | Nov 8, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Large language models for aspect-based sentiment analysis | Oct 27, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis | Oct 23, 2023 | Aspect-Based Sentiment AnalysisDenoising | CodeCode Available | 1 |
| UniSA: Unified Generative Framework for Sentiment Analysis | Sep 4, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| A Simple yet Effective Framework for Few-Shot Aspect-Based Sentiment Analysis | Jul 18, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation | Jul 14, 2023 | Aspect-Based Sentiment AnalysisAttribute | CodeCode Available | 1 |
| MEMD-ABSA: A Multi-Element Multi-Domain Dataset for Aspect-Based Sentiment Analysis | Jun 29, 2023 | Aspect-Based Sentiment AnalysisOpinion Mining | CodeCode Available | 1 |
| Opinion Tree Parsing for Aspect-based Sentiment Analysis | Jun 15, 2023 | Aspect-Based Sentiment AnalysisSentiment Analysis | CodeCode Available | 1 |
| A semantically enhanced dual encoder for aspect sentiment triplet extraction | Jun 14, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| A Unified One-Step Solution for Aspect Sentiment Quad Prediction | Jun 7, 2023 | Aspect-Based Sentiment AnalysisSentiment Analysis | CodeCode Available | 1 |
| AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis | May 31, 2023 | Aspect-Based Sentiment AnalysisSentence | CodeCode Available | 1 |
| Supplementary Features of BiLSTM for Enhanced Sequence Labeling | May 31, 2023 | Aspect-Based Sentiment AnalysisChinese Named Entity Recognition | CodeCode Available | 1 |
| Sentiment Analysis in the Era of Large Language Models: A Reality Check | May 24, 2023 | Aspect-Based Sentiment AnalysisFew-Shot Learning | CodeCode Available | 1 |
| MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction | May 22, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis | May 16, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | 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 |
| Generative Aspect-Based Sentiment Analysis with Contrastive Learning and Expressive Structure | Nov 14, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis | Nov 10, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis | Oct 12, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection | Oct 9, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | 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 |
| Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis | Jul 30, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Aspect-specific Context Modeling for Aspect-based Sentiment Analysis | Jul 17, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| SSEGCN: Syntactic and Semantic Enhanced Graph Convolutional Network for Aspect-based Sentiment Analysis | Jul 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| A Robustly Optimized BMRC for Aspect Sentiment Triplet Extraction | Jul 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Pars-ABSA: a Manually Annotated Aspect-based Sentiment Analysis Benchmark on Farsi Product Reviews | Jun 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media | May 6, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis | Apr 17, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment Analysis | Apr 16, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis | Apr 11, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis | Apr 6, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| BERT-ASC: Auxiliary-Sentence Construction for Implicit Aspect Learning in Sentiment Analysis | Mar 22, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis | Mar 14, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges | Mar 2, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-based Sentiment Analysis | Jan 13, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training | Nov 3, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching | Nov 1, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Unified Instance and Knowledge Alignment Pretraining for Aspect-based Sentiment Analysis | Oct 26, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
