Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning

18 April 2022

Papers citing "Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning"

35 / 35 papers shown

Title
Robust Misinformation Detection by Visiting Potential Commonsense Conflict Bing Wang Ximing Li C. Li Bingrui Zhao Bo Fu Renchu Guan Shengsheng Wang 48 0 0 30 Apr 2025
A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection Hui Li Ante Wang kunquan li Zhihao Wang L. Zhang Delai Qiu Qingsong Liu Jinsong Su 30 0 0 30 Mar 2025
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models Hongzhan Lin Yang Deng Yuxuan Gu Wenxuan Zhang Jing Ma See-Kiong Ng Tat-Seng Chua LLMAG KELM HILM 63 0 0 25 Feb 2025
Towards Low-Resource Harmful Meme Detection with LMM Agents Jianzhao Huang Hongzhan Lin Ziyan Liu Ziyang Luo Guang Chen Jing Ma 33 2 0 08 Nov 2024
Yesterday's News: Benchmarking Multi-Dimensional Out-of-Distribution Generalisation of Misinformation Detection Models Ivo Verhoeven Pushkar Mishra Ekaterina Shutova 25 0 0 12 Oct 2024
Crowd Intelligence for Early Misinformation Prediction on Social Media Megha Sundriyal Harshit Choudhary Tanmoy Chakraborty Md. Shad Akhtar 32 0 0 08 Aug 2024
MFC-Bench: Benchmarking Multimodal Fact-Checking with Large Vision-Language Models Shengkang Wang Hongzhan Lin Ziyang Luo Zhen Ye Guang Chen Jing Ma 58 3 0 17 Jun 2024
COOL: Comprehensive Knowledge Enhanced Prompt Learning for Domain Adaptive Few-shot Fake News Detection Yi Ouyang Peng Wu Li Pan 51 0 0 16 Jun 2024
Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models Ruichao Yang Wei Gao Jing Ma Hongzhan Lin Bo Wang 32 1 0 04 Jun 2024
Using RL to Identify Divisive Perspectives Improves LLMs Abilities to Identify Communities on Social Media Nikhil Mehta Dan Goldwasser 21 0 0 03 Jun 2024
Explainable Fake News Detection With Large Language Model via Defense Among Competing Wisdom Bo Wang Jing Ma Hongzhan Lin Zhiwei Yang Ruichao Yang Yuan Tian Yi-Ju Chang AAML 45 29 0 06 May 2024
CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal Models Hongzhan Lin Zixin Chen Ziyang Luo Mingfei Cheng Jing Ma Guang Chen 31 6 0 01 May 2024
A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection Ivo Verhoeven Pushkar Mishra Rahel Beloch H. Yannakoudakis Ekaterina Shutova 21 0 0 02 Apr 2024
Towards Explainable Harmful Meme Detection through Multimodal Debate between Large Language Models Hongzhan Lin Ziyang Luo Wei Gao Jing Ma Bo Wang Ruichao Yang 24 12 0 24 Jan 2024
VGA: Vision and Graph Fused Attention Network for Rumor Detection Lin Bai Caiyan Jia Ziying Song Chaoqun Cui 19 0 0 03 Jan 2024
GOAT-Bench: Safety Insights to Large Multimodal Models through Meme-Based Social Abuse Hongzhan Lin Ziyang Luo Bo Wang Ruichao Yang Jing Ma 32 24 0 03 Jan 2024
Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models Hongzhan Lin Ziyang Luo Jing Ma Long Chen 27 9 0 09 Dec 2023
WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom Ruichao Yang Wei Gao Jing Ma Hongzhan Lin Zhiwei Yang 19 3 0 25 Oct 2023
Exploiting User Comments for Early Detection of Fake News Prior to Users' Commenting Qiong Nan Qiang Sheng Juan Cao Yongchun Zhu Danding Wang Guang Yang Jintao Li Kai Shu 33 8 0 16 Oct 2023
Interactively Learning Social Media Representations Improves News Source Factuality Detection Nikhil Mehta Dan Goldwasser GNN 26 4 0 26 Sep 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 29 158 0 25 Sep 2023
Examining the Limitations of Computational Rumor Detection Models Trained on Static Datasets Yida Mu Xingyi Song Kalina Bontcheva Nikolaos Aletras 22 3 0 20 Sep 2023
An Interactive Framework for Profiling News Media Sources Nikhil Mehta Dan Goldwasser 22 4 0 14 Sep 2023
All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm Jiangshu Du Congying Xia Wenpeng Yin Tingting Liang Philip S. Yu VLM 24 0 0 07 Sep 2023
Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake News Detection Beizhe Hu Qiang Sheng Juan Cao Yongchun Zhu Danding Wang Zhengjia Wang Zhiwei Jin 22 22 0 26 Jun 2023
Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations Dou Hu Yinan Bao Lingwei Wei Wei Zhou Song Hu 14 51 0 02 Jun 2023
MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning Zhenrui Yue Huimin Zeng Yang Zhang Lanyu Shang Dong Wang 16 17 0 22 May 2023
Out-of-distribution Evidence-aware Fake News Detection via Dual Adversarial Debiasing Qiang Liu Jun Wu Shu Wu Liang Wang OODD CML 22 11 0 25 Apr 2023
A Unified Contrastive Transfer Framework with Propagation Structure for Boosting Low-Resource Rumor Detection Hongzhan Lin Jing Ma Ruichao Yang Zhiwei Yang Mingfei Cheng 18 2 0 04 Apr 2023
Unsupervised Cross-Domain Rumor Detection with Contrastive Learning and Cross-Attention Hongyan Ran Caiyan Jia OOD 11 20 0 20 Mar 2023
Combating Health Misinformation in Social Media: Characterization, Detection, Intervention, and Open Issues Canyu Chen Haoran Wang Matthew A. Shapiro Yunyu Xiao Fei Wang Kai Shu 15 12 0 10 Nov 2022
Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural Networks Jun Wu Weizhi Xu Qiang Liu Shu Wu Liang Wang GNN 34 18 0 11 Oct 2022
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 191 286 0 23 Oct 2020
Learning Reporting Dynamics during Breaking News for Rumour Detection in Social Media A. Zubiaga Maria Liakata Rob Procter 33 175 0 24 Oct 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 250 5,830 0 08 Jul 2016