Bridging Cognition and Emotion: Empathy-Driven Multimodal Misinformation Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Zihan, Yuan, Lu, Zhang, Zhengxuan, Zhao, Qing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Emotion Detection for Misinformation: A Review
by: Liu, Zhiwei, et al.
Published: (2023)
by: Liu, Zhiwei, et al.
Published: (2023)
EXCLAIM: An Explainable Cross-Modal Agentic System for Misinformation Detection with Hierarchical Retrieval
by: Wu, Yin, et al.
Published: (2025)
by: Wu, Yin, et al.
Published: (2025)
DiFaR: Enhancing Multimodal Misinformation Detection with Diverse, Factual, and Relevant Rationales
by: Wan, Herun, et al.
Published: (2025)
by: Wan, Herun, et al.
Published: (2025)
Cognitive Policy-Driven LLM for Diagnosis and Intervention of Cognitive Distortions in Emotional Support Conversation
by: Zhong, Lin, et al.
Published: (2026)
by: Zhong, Lin, et al.
Published: (2026)
Interpretable Multimodal Misinformation Detection with Logic Reasoning
by: Liu, Hui, et al.
Published: (2023)
by: Liu, Hui, et al.
Published: (2023)
Probing Multimodal Large Language Models on Cognitive Biases in Chinese Short-Video Misinformation
by: Huang, Jen-tse, et al.
Published: (2026)
by: Huang, Jen-tse, et al.
Published: (2026)
Harmfully Manipulated Images Matter in Multimodal Misinformation Detection
by: Wang, Bing, et al.
Published: (2024)
by: Wang, Bing, et al.
Published: (2024)
Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs
by: Zeng, Fengzhu, et al.
Published: (2024)
by: Zeng, Fengzhu, et al.
Published: (2024)
Probabilistic Concept Graph Reasoning for Multimodal Misinformation Detection
by: Yang, Ruichao, et al.
Published: (2026)
by: Yang, Ruichao, et al.
Published: (2026)
Mixed Signals: Understanding Model Disagreement in Multimodal Empathy Detection
by: Srikanth, Maya, et al.
Published: (2025)
by: Srikanth, Maya, et al.
Published: (2025)
From Generic Empathy to Personalized Emotional Support: A Self-Evolution Framework for User Preference Alignment
by: Ye, Jing, et al.
Published: (2025)
by: Ye, Jing, et al.
Published: (2025)
Insight-A: Attribution-aware for Multimodal Misinformation Detection
by: Wu, Junjie, et al.
Published: (2025)
by: Wu, Junjie, et al.
Published: (2025)
From Generation to Detection: A Multimodal Multi-Task Dataset for Benchmarking Health Misinformation
by: Zhang, Zhihao, et al.
Published: (2025)
by: Zhang, Zhihao, et al.
Published: (2025)
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation
by: Yue, Zhenrui, et al.
Published: (2024)
by: Yue, Zhenrui, et al.
Published: (2024)
XFacta: Contemporary, Real-World Dataset and Evaluation for Multimodal Misinformation Detection with Multimodal LLMs
by: Xiao, Yuzhuo, et al.
Published: (2025)
by: Xiao, Yuzhuo, et al.
Published: (2025)
MMIDR: Teaching Large Language Model to Interpret Multimodal Misinformation via Knowledge Distillation
by: Wang, Longzheng, et al.
Published: (2024)
by: Wang, Longzheng, et al.
Published: (2024)
EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models
by: Chen, Yuyan, et al.
Published: (2024)
by: Chen, Yuyan, et al.
Published: (2024)
Empathy Through Multimodality in Conversational Interfaces
by: Abbasian, Mahyar, et al.
Published: (2024)
by: Abbasian, Mahyar, et al.
Published: (2024)
Robust Misinformation Detection by Visiting Potential Commonsense Conflict
by: Wang, Bing, et al.
Published: (2025)
by: Wang, Bing, et al.
Published: (2025)
Cross-Linguistic Persona-Driven Data Synthesis for Robust Multimodal Cognitive Decline Detection
by: Feng, Rui, et al.
Published: (2026)
by: Feng, Rui, et al.
Published: (2026)
RAMA: Retrieval-Augmented Multi-Agent Framework for Misinformation Detection in Multimodal Fact-Checking
by: Yang, Shuo, et al.
Published: (2025)
by: Yang, Shuo, et al.
Published: (2025)
LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with External Knowledge Augmentation
by: Xuan, Keyang, et al.
Published: (2024)
by: Xuan, Keyang, et al.
Published: (2024)
Enhancing Multimodal Misinformation Detection by Replaying the Whole Story from Image Modality Perspective
by: Wang, Bing, et al.
Published: (2025)
by: Wang, Bing, et al.
Published: (2025)
Multimodal Misinformation Detection using Large Vision-Language Models
by: Tahmasebi, Sahar, et al.
Published: (2024)
by: Tahmasebi, Sahar, et al.
Published: (2024)
Interpretable Detection of Out-of-Context Misinformation with Neural-Symbolic-Enhanced Large Multimodal Model
by: Zhang, Yizhou, et al.
Published: (2023)
by: Zhang, Yizhou, et al.
Published: (2023)
ConText at WASSA 2024 Empathy and Personality Shared Task: History-Dependent Embedding Utterance Representations for Empathy and Emotion Prediction in Conversations
by: Pereira, Patrícia, et al.
Published: (2024)
by: Pereira, Patrícia, et al.
Published: (2024)
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs
by: Liu, Xuannan, et al.
Published: (2024)
by: Liu, Xuannan, et al.
Published: (2024)
ASEM: Enhancing Empathy in Chatbot through Attention-based Sentiment and Emotion Modeling
by: Hamad, Omama, et al.
Published: (2024)
by: Hamad, Omama, et al.
Published: (2024)
Monolingual and Multilingual Misinformation Detection for Low-Resource Languages: A Comprehensive Survey
by: Wang, Xinyu, et al.
Published: (2024)
by: Wang, Xinyu, et al.
Published: (2024)
SpMis: An Investigation of Synthetic Spoken Misinformation Detection
by: Liu, Peizhuo, et al.
Published: (2024)
by: Liu, Peizhuo, et al.
Published: (2024)
DeepSight: Bridging Depth Maps and Language with a Depth-Driven Multimodal Model
by: Yang, Hao, et al.
Published: (2026)
by: Yang, Hao, et al.
Published: (2026)
Image-Text Out-Of-Context Detection Using Synthetic Multimodal Misinformation
by: Shalabi, Fatma, et al.
Published: (2024)
by: Shalabi, Fatma, et al.
Published: (2024)
The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support
by: De Grandi, Alessandro, et al.
Published: (2024)
by: De Grandi, Alessandro, et al.
Published: (2024)
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information
by: Liu, Zhiwei, et al.
Published: (2024)
by: Liu, Zhiwei, et al.
Published: (2024)
Are Rationales Necessary and Sufficient? Tuning LLMs for Explainable Misinformation Detection
by: Wang, Bing, et al.
Published: (2026)
by: Wang, Bing, et al.
Published: (2026)
T^2Agent A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search
by: Cui, Xing, et al.
Published: (2025)
by: Cui, Xing, et al.
Published: (2025)
Efficient-Empathy: Towards Efficient and Effective Selection of Empathy Data
by: Sun, Linzhuang, et al.
Published: (2024)
by: Sun, Linzhuang, et al.
Published: (2024)
MisinfoTeleGraph: Network-driven Misinformation Detection for German Telegram Messages
by: Kalkbrenner, Lu, et al.
Published: (2025)
by: Kalkbrenner, Lu, et al.
Published: (2025)
From Empathy to Personalized Empathy: Adapting Empathetic Strategies to Individual Users
by: Zheng, Wuqiang, et al.
Published: (2026)
by: Zheng, Wuqiang, et al.
Published: (2026)
Uncertainty Resolution in Misinformation Detection
by: Orlovskiy, Yury, et al.
Published: (2024)
by: Orlovskiy, Yury, et al.
Published: (2024)
Similar Items
-
Emotion Detection for Misinformation: A Review
by: Liu, Zhiwei, et al.
Published: (2023) -
EXCLAIM: An Explainable Cross-Modal Agentic System for Misinformation Detection with Hierarchical Retrieval
by: Wu, Yin, et al.
Published: (2025) -
DiFaR: Enhancing Multimodal Misinformation Detection with Diverse, Factual, and Relevant Rationales
by: Wan, Herun, et al.
Published: (2025) -
Cognitive Policy-Driven LLM for Diagnosis and Intervention of Cognitive Distortions in Emotional Support Conversation
by: Zhong, Lin, et al.
Published: (2026) -
Interpretable Multimodal Misinformation Detection with Logic Reasoning
by: Liu, Hui, et al.
Published: (2023)