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Aspect-Based Sentiment Analysis

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TitleStatusHype
AdaptiSent: Context-Aware Adaptive Attention for Multimodal Aspect-Based Sentiment Analysis—0
Multi-Domain ABSA Conversation Dataset Generation via LLMs for Real-World Evaluation and Model Comparison—0
CrosGrpsABS: Cross-Attention over Syntactic and Semantic Graphs for Aspect-Based Sentiment Analysis in a Low-Resource Language—0
Enhanced Multimodal Aspect-Based Sentiment Analysis by LLM-Generated Rationales—0
Multi-domain Multilingual Sentiment Analysis in Industry: Predicting Aspect-based Opinion Quadruples—0
Enhancing Multilingual Sentiment Analysis with Explainability for Sinhala, English, and Code-Mixed Content—0
Dependency Structure Augmented Contextual Scoping Framework for Multimodal Aspect-Based Sentiment Analysis—0
From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models—0
An Aspect Extraction Framework using Different Embedding Types, Learning Models, and Dependency StructureCode0
Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis—0
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment AnalysisCode1
STAR: Stepwise Task Augmentation and Relation Learning for Aspect Sentiment Quad Prediction—0
Multi-View Attention Syntactic Enhanced Graph Convolutional Network for Aspect-based Sentiment AnalysisCode0
Learning to Extract Cross-Domain Aspects and Understanding Sentiments Using Large Language Models—0
DisSim-FinBERT: Text Simplification for Core Message Extraction in Complex Financial Texts—0
DS^2-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment AnalysisCode1
Evaluating Zero-Shot Multilingual Aspect-Based Sentiment Analysis with Large Language ModelsCode0
A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis—0
A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis—0
Data Uncertainty-Aware Learning for Multimodal Aspect-based Sentiment Analysis—0
PGSO: Prompt-based Generative Sequence Optimization Network for Aspect-based Sentiment Analysis—0
Exploring Large Language Models for Multimodal Sentiment Analysis: Challenges, Benchmarks, and Future Directions—0
Utilizing Large Language Models for Event Deconstruction to Enhance Multimodal Aspect-Based Sentiment Analysis—0
Single Ground Truth Is Not Enough: Add Linguistic Variability to Aspect-based Sentiment Analysis Evaluation—0
Stanceformer: Target-Aware Transformer for Stance DetectionCode0
Make Compound Sentences Simple to Analyze: Learning to Split Sentences for Aspect-based Sentiment AnalysisCode0
Enhancing Aspect-based Sentiment Analysis in Tourism Using Large Language Models and Positional Information—0
ASTE Transformer Modelling Dependencies in Aspect-Sentiment Triplet ExtractionCode0
Exploring ChatGPT-based Augmentation Strategies for Contrastive Aspect-based Sentiment Analysis—0
Recent Trends of Multimodal Affective Computing: A Survey from NLP PerspectiveCode2
Masking The Bias : From Echo Chambers to Large Scale Aspect-Based Sentiment AnalysisCode0
DualKanbaFormer: An Efficient Selective Sparse Framework for Multimodal Aspect-based Sentiment Analysis—0
Instruct-DeBERTa: A Hybrid Approach for Aspect-based Sentiment Analysis on Textual Reviews—0
PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis—0
GERestaurant: A German Dataset of Annotated Restaurant Reviews for Aspect-Based Sentiment Analysis—0
Fine-tuning multilingual language models in Twitter/X sentiment analysis: a study on Eastern-European V4 languages—0
ZZU-NLP at SIGHAN-2024 dimABSA Task: Aspect-Based Sentiment Analysis with Coarse-to-Fine In-context Learning—0
Enhancing Long-Range Dependency with State Space Model and Kolmogorov-Arnold Networks for Aspect-Based Sentiment Analysis—0
Deep Content Understanding Toward Entity and Aspect Target Sentiment Analysis on Foundation ModelsCode0
Aspect-Based Sentiment Analysis Techniques: A Comparative Study—0
RVISA: Reasoning and Verification for Implicit Sentiment Analysis—0
Iterative Data Generation with Large Language Models for Aspect-based Sentiment Analysis—0
KPC-cF: Aspect-Based Sentiment Analysis via Implicit-Feature Alignment with Corpus FilteringCode0
Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad PredictionCode1
Dynamic Order Template Prediction for Generative Aspect-Based Sentiment Analysis—0
S^2GSL: Incorporating Segment to Syntactic Enhanced Graph Structure Learning for Aspect-based Sentiment AnalysisCode1
It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis PerformanceCode0
ROAST: Review-level Opinion Aspect Sentiment Target Joint Detection for ABSACode0
A Deep Convolutional Neural Network-based Model for Aspect and Polarity Classification in Hausa Movie Reviews—0
Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment AnalysisCode1
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