Interpretable Multimodal Misinformation Detection with Logic Reasoning

Interpretable Multimodal Misinformation Detection with Logic Reasoning

10 May 2023

Haoliang Li

Papers citing "Interpretable Multimodal Misinformation Detection with Logic Reasoning"

13 / 13 papers shown

Title
Exploring Cognitive and Aesthetic Causality for Multimodal Aspect-Based Sentiment Analysis Luwei Xiao Rui Mao Shuai Zhao Qika Lin Yanhao Jia Liang He Erik Cambria 22 0 0 22 Apr 2025
Modelling Visual Semantics via Image Captioning to extract Enhanced Multi-Level Cross-Modal Semantic Incongruity Representation with Attention for Multimodal Sarcasm Detection Sajal Aggarwal Ananya Pandey Dinesh Kumar Vishwakarma 36 1 0 05 Aug 2024
Experiments with truth using Machine Learning: Spectral analysis and explainable classification of synthetic, false, and genuine information Vishnu S Pendyala Madhulika Dutta 21 0 0 07 Jul 2024
CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG Boyi Deng Wenjie Wang Fengbin Zhu Qifan Wang Fuli Feng 23 4 0 17 Jun 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments Zhenrui Yue Huimin Zeng Lanyu Shang Yifan Liu Yang Zhang Dong Wang RALM 33 1 0 14 Jun 2024
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation Zhenrui Yue Huimin Zeng Yimeng Lu Lanyu Shang Yang Zhang Dong Wang RALM OffRL 18 19 0 22 Mar 2024
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection Herun Wan Shangbin Feng Zhaoxuan Tan Heng Wang Yulia Tsvetkov Minnan Luo 68 27 0 16 Feb 2024
TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection Hui Liu Wenya Wang Haoru Li Haoliang Li 42 3 0 12 Feb 2024
Frequency Spectrum is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector An Lao Qi Zhang Chongyang Shi LongBing Cao Kun Yi Liang Hu Duoqian Miao 26 20 0 18 Dec 2023
A Survey on Interpretable Cross-modal Reasoning Dizhan Xue Shengsheng Qian Zuyi Zhou Changsheng Xu LRM 24 4 0 05 Sep 2023
Rethinking Attention-Model Explainability through Faithfulness Violation Test Y. Liu Haoliang Li Yangyang Guo Chen Kong Jing Li Shiqi Wang FAtt 116 41 0 28 Jan 2022
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks Prithviraj Sen B. W. Carvalho Ryan Riegel Alexander G. Gray NAI AI4CE 74 53 0 06 Dec 2021
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification Jiangjie Chen Qiaoben Bao Changzhi Sun Xinbo Zhang Jiaze Chen Hao Zhou Yanghua Xiao Lei Li LRM 37 31 0 25 Dec 2020