Cover Image

Exploring Cognitive and Aesthetic Causality for Multimodal Aspect-Based Sentiment Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xiao, Luwei, Mao, Rui, Zhao, Shuai, Lin, Qika, Jia, Yanhao, He, Liang, Cambria, Erik
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FinXABSA: Explainable Finance through Aspect-Based Sentiment Analysis
by: Ong, Keane, et al.
Published: (2023)

A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics
by: He, Kai, et al.
Published: (2023)

Beyond Correlation: Refutation-Validated Aspect-Based Sentiment Analysis for Explainable Energy Market Returns
by: van der Heever, Wihan, et al.
Published: (2026)

From Query to Explanation: Uni-RAG for Multi-Modal Retrieval-Augmented Learning in STEM
by: Wu, Xinyi, et al.
Published: (2025)

Towards Robust ESG Analysis Against Greenwashing Risks: Aspect-Action Analysis with Cross-Category Generalization
by: Ong, Keane, et al.
Published: (2025)

Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation
by: Feng, Yichao, et al.
Published: (2025)

Towards Robust Evaluation of STEM Education: Leveraging MLLMs in Project-Based Learning
by: Wu, Xinyi, et al.
Published: (2025)

A Systematic Analysis of Biases in Large Language Models
by: Zhang, Xulang, et al.
Published: (2025)

PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis
by: Luo, Meng, et al.
Published: (2024)

Dependency Structure Augmented Contextual Scoping Framework for Multimodal Aspect-Based Sentiment Analysis
by: Liu, Hao, et al.
Published: (2025)

Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond
by: Xu, Fangzhi, et al.
Published: (2023)

Prompted Aspect Key Point Analysis for Quantitative Review Summarization
by: Tang, An Quang, et al.
Published: (2024)

Affective Flow Language Model for Emotional Support Conversation
by: Zou, Chenghui, et al.
Published: (2026)

Multimodal Sentiment Analysis Based on Causal Reasoning
by: Chen, Fuhai, et al.
Published: (2024)

Data Uncertainty-Aware Learning for Multimodal Aspect-based Sentiment Analysis
by: Yang, Hao, et al.
Published: (2024)

Exploring Model Editing for LLM-based Aspect-Based Sentiment Classification
by: Li, Shichen, et al.
Published: (2025)

OATS: Opinion Aspect Target Sentiment Quadruple Extraction Dataset for Aspect-Based Sentiment Analysis
by: Chebolu, Siva Uday Sampreeth, et al.
Published: (2023)

Enhanced Multimodal Aspect-Based Sentiment Analysis by LLM-Generated Rationales
by: Cao, Jun, et al.
Published: (2025)

GateMABSA: Aspect-Image Gated Fusion for Multimodal Aspect-based Sentiment Analysis
by: Lawan, Adamu, et al.
Published: (2025)

Multimodal Sentiment Analysis Based on BERT and ResNet
by: Ren, JiaLe
Published: (2024)

Cooperative Sentiment Agents for Multimodal Sentiment Analysis
by: Wang, Shanmin, et al.
Published: (2024)

AdaptiSent: Context-Aware Adaptive Attention for Multimodal Aspect-Based Sentiment Analysis
by: Rafiuddin, S M, et al.
Published: (2025)

Explainable Multimodal Aspect-Based Sentiment Analysis with Dependency-guided Large Language Model
by: Wang, Zhongzheng, et al.
Published: (2026)

Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis
by: Ding, Xuanwen, et al.
Published: (2024)

SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations
by: Wang, Fanfan, et al.
Published: (2024)

LLaMA-Based Models for Aspect-Based Sentiment Analysis
by: Šmíd, Jakub, et al.
Published: (2025)

Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis
by: Cheng, Zhenxiao, et al.
Published: (2024)

Let's Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models
by: Liu, Shunyu, et al.
Published: (2024)

ESGSenticNet: A Neurosymbolic Knowledge Base for Corporate Sustainability Analysis
by: Ong, Keane, et al.
Published: (2025)

Structured Prompting and LLM Ensembling for Multimodal Conversational Aspect-based Sentiment Analysis
by: Gao, Zhiqiang, et al.
Published: (2025)

Balanced Training Data Augmentation for Aspect-Based Sentiment Analysis
by: Liu, Junjie, et al.
Published: (2025)

Exploiting Adaptive Contextual Masking for Aspect-Based Sentiment Analysis
by: Rafiuddin, S M, et al.
Published: (2024)

Aspect-Based Sentiment Analysis Techniques: A Comparative Study
by: Jayakody, Dineth, et al.
Published: (2024)

Large Language Models for Czech Aspect-Based Sentiment Analysis
by: Šmíd, Jakub, et al.
Published: (2025)

Czech Dataset for Complex Aspect-Based Sentiment Analysis Tasks
by: Šmíd, Jakub, et al.
Published: (2025)

DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference
by: Wu, Jialong, et al.
Published: (2024)

A Survey of Quantized Graph Representation Learning: Connecting Graph Structures with Large Language Models
by: Lin, Qika, et al.
Published: (2025)

Evaluating Zero-Shot Multilingual Aspect-Based Sentiment Analysis with Large Language Models
by: Wu, Chengyan, et al.
Published: (2024)

ZZU-NLP at SIGHAN-2024 dimABSA Task: Aspect-Based Sentiment Analysis with Coarse-to-Fine In-context Learning
by: Zhu, Senbin, et al.
Published: (2024)

Utilizing Large Language Models for Event Deconstruction to Enhance Multimodal Aspect-Based Sentiment Analysis
by: Huang, Xiaoyong, et al.
Published: (2024)