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Aspect-Based Sentiment Analysis

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TitleStatusHype
PTA: Enhancing Multimodal Sentiment Analysis through Pipelined Prediction and Translation-based Alignment—0
Amplifying Aspect-Sentence Awareness: A Novel Approach for Aspect-Based Sentiment Analysis—0
E2TP: Element to Tuple Prompting Improves Aspect Sentiment Tuple PredictionCode0
Aspect-based Sentiment Evaluation of Chess Moves (ASSESS): an NLP-based Method for Evaluating Chess Strategies from Textbooks—0
Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis—0
Embarrassingly Simple Unsupervised Aspect Based Sentiment Tuple Extraction—0
Comparative Analysis of Deep Natural Networks and Large Language Models for Aspect-Based Sentiment AnalysisCode0
Evaluating Span Extraction in Generative Paradigm: A Reflection on Aspect-Based Sentiment Analysis—0
Heuristic-enhanced Candidates Selection strategy for GPTs tackle Few-Shot Aspect-Based Sentiment AnalysisCode0
Advancing Aspect-Based Sentiment Analysis through Deep Learning Models—0
A Hybrid Approach To Aspect Based Sentiment Analysis Using Transfer Learning—0
You Only Read Once: Constituency-Oriented Relational Graph Convolutional Network for Multi-Aspect Multi-Sentiment ClassificationCode1
Triple GNNs: Introducing Syntactic and Semantic Information for Conversational Aspect-Based Quadruple Sentiment AnalysisCode1
FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment AnalysisCode0
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal InferenceCode0
Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis—0
Let's Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion ModelsCode1
Exploiting Adaptive Contextual Masking for Aspect-Based Sentiment Analysis—0
Extensible Multi-Granularity Fusion Network for Aspect-based Sentiment AnalysisCode0
Aspect-Based Sentiment Analysis for Open-Ended HR Survey Responses—0
Linguistic features for sentence difficulty prediction in ABSA—0
CERM: Context-aware Literature-based Discovery via Sentiment Analysis—0
Adaptive Data Augmentation for Aspect Sentiment Quad PredictionCode0
Learning Unsupervised Semantic Document Representation for Fine-grained Aspect-based Sentiment Analysis—0
FABSA: An aspect-based sentiment analysis dataset of user reviewsCode0
Geo-located Aspect Based Sentiment Analysis (ABSA) for Crowdsourced Evaluation of Urban Environments—0
Aspect-Based Sentiment Analysis with Explicit Sentiment Augmentations—0
A Novel Energy based Model Mechanism for Multi-modal Aspect-Based Sentiment AnalysisCode1
Syntax-Informed Interactive Model for Comprehensive Aspect-Based Sentiment Analysis—0
Entity-Aspect-Opinion-Sentiment Quadruple Extraction for Fine-grained Sentiment Analysis—0
A Systematic Review of Aspect-based Sentiment Analysis: Domains, Methods, and Trends—0
Deep Learning Brasil at ABSAPT 2022: Portuguese Transformer Ensemble ApproachesCode0
RDGCN: Reinforced Dependency Graph Convolutional Network for Aspect-based Sentiment AnalysisCode1
iACOS: Advancing Implicit Sentiment Extraction with Informative and Adaptive Negative ExamplesCode0
Indo LEGO-ABSA: A Multitask Generative Aspect Based Sentiment Analysis for Indonesian LanguageCode0
Large language models for aspect-based sentiment analysisCode1
M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment AnalysisCode1
Document-Level Supervision for Multi-Aspect Sentiment Analysis Without Fine-grained Labels—0
The Limits of ChatGPT in Extracting Aspect-Category-Opinion-Sentiment Quadruples: A Comparative Analysis—0
OATS: Opinion Aspect Target Sentiment Quadruple Extraction Dataset for Aspect-Based Sentiment AnalysisCode0
A deep Natural Language Inference predictor without language-specific training data—0
UniSA: Unified Generative Framework for Sentiment AnalysisCode1
Leveraging Explainable AI to Analyze Researchers' Aspect-Based Sentiment about ChatGPT—0
ATESA-BÆRT: A Heterogeneous Ensemble Learning Model for Aspect-Based Sentiment Analysis—0
Improving Aspect-Based Sentiment with End-to-End Semantic Role Labeling ModelCode0
A Simple yet Effective Framework for Few-Shot Aspect-Based Sentiment AnalysisCode1
Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute ManipulationCode1
MEMD-ABSA: A Multi-Element Multi-Domain Dataset for Aspect-Based Sentiment AnalysisCode1
Towards Robust Aspect-based Sentiment Analysis through Non-counterfactual Augmentations—0
A Novel Counterfactual Data Augmentation Method for Aspect-Based Sentiment Analysis—0
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