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LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with
  External Knowledge Augmentation

LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with External Knowledge Augmentation

19 February 2024
Keyang Xuan
Li Yi
Fan Yang
Ruochen Wu
Yi R. Fung
Chenhui Xu
ArXivPDFHTML

Papers citing "LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with External Knowledge Augmentation"

6 / 6 papers shown
Title
VilBias: A Study of Bias Detection through Linguistic and Visual Cues , presenting Annotation Strategies, Evaluation, and Key Challenges
VilBias: A Study of Bias Detection through Linguistic and Visual Cues , presenting Annotation Strategies, Evaluation, and Key Challenges
Shaina Raza
Caesar Saleh
Emrul Hasan
Franklin Ogidi
Maximus Powers
Veronica Chatrath
Marcelo Lotif
Roya Javadi
Anam Zahid
Vahid Reza Khazaie
82
0
0
20 Feb 2025
GAMED: Knowledge Adaptive Multi-Experts Decoupling for Multimodal Fake News Detection
GAMED: Knowledge Adaptive Multi-Experts Decoupling for Multimodal Fake News Detection
Lingzhi Shen
Yunfei Long
Xiaohao Cai
Imran Razzak
Guanming Chen
Kang Liu
Shoaib Jameel
MoE
69
3
0
11 Dec 2024
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
Wenbo Hu
Jia-Chen Gu
Zi-Yi Dou
Mohsen Fayyaz
Pan Lu
Kai-Wei Chang
Nanyun Peng
VLM
66
4
0
10 Oct 2024
Multimodal Misinformation Detection by Learning from Synthetic Data with
  Multimodal LLMs
Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs
Fengzhu Zeng
Wenqian Li
Wei Gao
Yan Pang
48
2
0
29 Sep 2024
Let Silence Speak: Enhancing Fake News Detection with Generated Comments
  from Large Language Models
Let Silence Speak: Enhancing Fake News Detection with Generated Comments from Large Language Models
Qiong Nan
Qiang Sheng
Juan Cao
Beizhe Hu
Danding Wang
Jintao Li
48
8
0
26 May 2024
Large Language Models are Zero-Shot Reasoners
Large Language Models are Zero-Shot Reasoners
Takeshi Kojima
S. Gu
Machel Reid
Yutaka Matsuo
Yusuke Iwasawa
ReLM
LRM
328
4,077
0
24 May 2022
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