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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