Cover Image

MIND Your Reasoning: A Meta-Cognitive Intuitive-Reflective Network for Dual-Reasoning in Multimodal Stance Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Bingbing, Jin, Zhengda, Liang, Bin, Li, Wenjie, Li, Jing, Xu, Ruifeng, Zhang, Min
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Multimedia
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PRISM of Opinions: A Persona-Reasoned Multimodal Framework for User-centric Conversational Stance Detection
by: Wang, Bingbing, et al.
Published: (2025)

Interpretable Multimodal Misinformation Detection with Logic Reasoning
by: Liu, Hui, et al.
Published: (2023)

Multimodal Multi-turn Conversation Stance Detection: A Challenge Dataset and Effective Model
by: Niu, Fuqiang, et al.
Published: (2024)

Dual Knowledge-Enhanced Two-Stage Reasoner for Multimodal Dialog Systems
by: Chen, Xiaolin, et al.
Published: (2025)

The Interspeech 2026 Audio Reasoning Challenge: Evaluating Reasoning Process Quality for Audio Reasoning Models and Agents
by: Ma, Ziyang, et al.
Published: (2026)

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

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks
by: Zhang, Lei, et al.
Published: (2025)

Integrating Fine-Grained Audio-Visual Evidence for Robust Multimodal Emotion Reasoning
by: Zhao, Zhixian, et al.
Published: (2026)

Mitigating Multimodal Inconsistency via Cognitive Dual-Pathway Reasoning for Intent Recognition
by: Wang, Yifan, et al.
Published: (2026)

ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs
by: Cui, Shiyao, et al.
Published: (2025)

LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition
by: Zhou, Qianrui, et al.
Published: (2025)

SEER: Semantic Enhancement and Emotional Reasoning Network for Multimodal Fake News Detection
by: Zhu, Peican, et al.
Published: (2025)

SarcasmMiner: A Dual-Track Post-Training Framework for Robust Audio-Visual Sarcasm Reasoning
by: Li, Zhu, et al.
Published: (2026)

GeoGuess: Multimodal Reasoning based on Hierarchy of Visual Information in Street View
by: Cheng, Fenghua, et al.
Published: (2025)

Mitigating Provenance-Role Collapse in Long-Term Agents via Typed Memory Representation
by: Jin, Zhengda, et al.
Published: (2026)

Retrieval-Augmented Multimodal Model for Fake News Detection
by: Li, Yiheng, et al.
Published: (2026)

A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal Reasoning
by: Zheng, Changmeng, et al.
Published: (2024)

Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning
by: Lu, Jinghui, et al.
Published: (2025)

Tailored Teaching with Balanced Difficulty: Elevating Reasoning in Multimodal Chain-of-Thought via Prompt Curriculum
by: Yang, Xinglong, et al.
Published: (2025)

Dental-TriageBench: Benchmarking Multimodal Reasoning for Hierarchical Dental Triage
by: He, Ziyi, et al.
Published: (2026)

Hierarchical Vision-Language Reasoning for Multimodal Multiple-Choice Question Answering
by: Zhou, Ao, et al.
Published: (2025)

What Media Frames Reveal About Stance: A Dataset and Study about Memes in Climate Change Discourse
by: Zhou, Shijia, et al.
Published: (2025)

Multi-agent Undercover Gaming: Hallucination Removal via Counterfactual Test for Multimodal Reasoning
by: Liang, Dayong, et al.
Published: (2025)

Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model
by: Chen, Xiaolin, et al.
Published: (2022)

Chain-of-Thought Compression Should Not Be Blind: V-Skip for Efficient Multimodal Reasoning via Dual-Path Anchoring
by: Zhang, Dongxu, et al.
Published: (2026)

MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations
by: Zhang, Hanlei, et al.
Published: (2024)

A Survey on Image-text Multimodal Models
by: Guo, Ruifeng, et al.
Published: (2023)

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

Emotion Collider: Dual Hyperbolic Mirror Manifolds for Sentiment Recovery via Anti Emotion Reflection
by: Fu, Rong, et al.
Published: (2026)

Robust Symbolic Reasoning for Visual Narratives via Hierarchical and Semantically Normalized Knowledge Graphs
by: Chen, Yi-Chun
Published: (2025)

AIM: Let Any Multi-modal Large Language Models Embrace Efficient In-Context Learning
by: Gao, Jun, et al.
Published: (2024)

Evolutionary Multimodal Reasoning via Hierarchical Semantic Representation for Intent Recognition
by: Zhou, Qianrui, et al.
Published: (2026)

Reply with Sticker: New Dataset and Model for Sticker Retrieval
by: Liang, Bin, et al.
Published: (2024)

Connecting the Dots: Benchmarking Reflective Memory in Long-Horizon Dialogue
by: Lin, Jingjie, et al.
Published: (2026)

Remember Past, Anticipate Future: Learning Continual Multimodal Misinformation Detectors
by: Wang, Bing, et al.
Published: (2025)

SCI-Reason: A Dataset with Chain-of-Thought Rationales for Complex Multimodal Reasoning in Academic Areas
by: Ma, Chenghao, et al.
Published: (2025)

TCAN: Text-oriented Cross Attention Network for Multimodal Sentiment Analysis
by: Quan, Weize, et al.
Published: (2024)

Rethinking Fusion: Disentangled Learning of Shared and Modality-Specific Information for Stance Detection
by: Xie, Zhiyu, et al.
Published: (2026)

Traits Run Deep: Enhancing Personality Assessment via Psychology-Guided LLM Representations and Multimodal Apparent Behaviors
by: Li, Jia, et al.
Published: (2025)

Evaluating Multimodal Large Language Models on Spoken Sarcasm Understanding
by: Li, Zhu, et al.
Published: (2025)