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aspect-based sentiment analysis

241 papers

ABSA

Papers

GCNet: Global-and-Context Collaborative Learning for Aspect-Based Sentiment Analysis COLING 2024 HITSZ-HLT at SIGHAN-2024 dimABSA Task: Integrating BERT and LLM for Chinese Dimensional Aspect-Based Sentiment Analysis ACL 2024 iACOS: Advancing Implicit Sentiment Extraction with Informative and Adaptive Negative Examples NAACL 2024 In-Context Example Retrieval from Multi-Perspectives for Few-Shot Aspect-Based Sentiment Analysis COLING 2024 InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis NAACL 2024 Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis ACL 2024 Is Compound Aspect-Based Sentiment Analysis Addressed by LLMs? EMNLP 2024 It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance ACL 2024 JN-NLP at SIGHAN-2024 dimABSA Task: Extraction of Sentiment Intensity Quadruples Based on Paraphrase Generation ACL 2024 Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis COLING 2024 Let’s Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models COLING 2024 Linking Adaptive Structure Induction and Neuron Filtering: A Spectral Perspective for Aspect-based Sentiment Analysis COLING 2024 LLaMA-Based Models for Aspect-Based Sentiment Analysis ACL 2024 Make Compound Sentences Simple to Analyze: Learning to Split Sentences for Aspect-based Sentiment Analysis EMNLP 2024 Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation EACL 2024 Modeling Complex Interactions in Long Documents for Aspect-Based Sentiment Analysis ACL 2024 OATS: A Challenge Dataset for Opinion Aspect Target Sentiment Joint Detection for Aspect-Based Sentiment Analysis COLING 2024 Overview of the SIGHAN 2024 shared task for Chinese dimensional aspect-based sentiment analysis ACL 2024 QPEN: Quantum Projection and Quantum Entanglement Enhanced Network for Cross-Lingual Aspect-Based Sentiment Analysis AAAI 2024 Refining and Synthesis: A Simple yet Effective Data Augmentation Framework for Cross-Domain Aspect-based Sentiment Analysis ACL 2024 S2GSL: Incorporating Segment to Syntactic Enhanced Graph Structure Learning for Aspect-based Sentiment Analysis ACL 2024 Sentiment Analysis in the Era of Large Language Models: A Reality Check NAACL 2024 Shoes-ACOSI: A Dataset for Aspect-Based Sentiment Analysis with Implicit Opinion Extraction EMNLP 2024 Source-free Domain Adaptation for Aspect-based Sentiment Analysis COLING 2024 Stanceformer: Target-Aware Transformer for Stance Detection EMNLP 2024