Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake
News Detection

Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake News Detection

Annual Meeting of the Association for Computational Linguistics (ACL), 2023

26 June 2023

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Papers citing "Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake News Detection"

19 / 19 papers shown

Title
Bridging Thoughts and Words: Graph-Based Intent-Semantic Joint Learning for Fake News Detection Zhengjia Wang Qiang Sheng Danding Wang Beizhe Hu Juan Cao GNN 56 0 0 01 Sep 2025
E-CaTCH: Event-Centric Cross-Modal Attention with Temporal Consistency and Class-Imbalance Handling for Misinformation Detection Ahmad Mousavi Yeganeh Abdollahinejad Roberto Corizzo Nathalie Japkowicz Zois Boukouvalas 44 0 0 15 Aug 2025
Lifelong Evolution: Collaborative Learning between Large and Small Language Models for Continuous Emergent Fake News Detection Ziyi Zhou Xiaoming Zhang Litian Zhang Yibo Zhang Zhenyu Guan Chaozhuo Li Philip S. Yu 201 0 0 05 Jun 2025
T^2Agent A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search Xing Cui Yueying Zou Zekun Li Peipei Li Xinyuan Xu Xuannan Liu Huaibo Huang 354 0 0 26 May 2025
Unveiling Dual Quality in Product Reviews: An NLP-Based Approach Rafał Poświata Marcin Michał Mirończuk Sławomir Dadas Małgorzata Grębowiec Michał Perełkiewicz AAML 103 0 0 25 May 2025
Robust Misinformation Detection by Visiting Potential Commonsense ConflictInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Bing Wang Ximing Li C. Li Bingrui Zhao Bo Fu Renchu Guan Shengsheng Wang 184 1 0 30 Apr 2025
Yesterday's News: Benchmarking Multi-Dimensional Out-of-Distribution Generalization of Misinformation Detection Models Ivo Verhoeven Pushkar Mishra Ekaterina Shutova 250 1 0 12 Oct 2024
LLM-GAN: Construct Generative Adversarial Network Through Large Language Models For Explainable Fake News Detection Yifeng Wang Zhouhong Gu Siwei Zhang Suhang Zheng Tao Wang Tianyu Li Hongwei Feng Yanghua Xiao 162 5 0 03 Sep 2024
A Survey of Datasets for Information Diffusion Tasks Fuxia Guo Xiaowen Wang Yanwei Xie Z. J. Wang Jingqiu Li Yiwen Ma 107 2 0 06 Jul 2024
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 195 30 0 26 May 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification TasksAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Santosh T.Y.S.S Tuan-Quang Vuong Matthias Grabmair AILaw CLL 183 8 0 23 May 2024
Analyzing Semantic Change through Lexical Replacements Francesco Periti Pierluigi Cassotti Haim Dubossarsky Nina Tahmasebi 161 13 0 29 Apr 2024
Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style AttacksKnowledge Discovery and Data Mining (KDD), 2023 Jiaying Wu Bryan Hooi 215 107 0 16 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 240 12 0 16 Oct 2023
Can LLM-Generated Misinformation Be Detected?International Conference on Learning Representations (ICLR), 2023 Canyu Chen Kai Shu DeLMO 633 228 0 25 Sep 2023
Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News DetectionAAAI Conference on Artificial Intelligence (AAAI), 2023 Beizhe Hu Qiang Sheng Juan Cao Yuhui Shi Yang Li Danding Wang Peng Qi 299 159 0 21 Sep 2023
Examining the Limitations of Computational Rumor Detection Models Trained on Static DatasetsInternational Conference on Language Resources and Evaluation (LREC), 2023 Yida Mu Xingyi Song Kalina Bontcheva Nikolaos Aletras 204 6 0 20 Sep 2023
Examining Temporalities on Stance Detection towards COVID-19 VaccinationInternational Conference on Language Resources and Evaluation (LREC), 2023 Yida Mu Mali Jin Kalina Bontcheva Xingyi Song 226 2 0 10 Apr 2023
Combating Online Misinformation Videos: Characterization, Detection, and Future DirectionsACM Multimedia (ACM MM), 2023 Yuyan Bu Qiang Sheng Juan Cao Peng Qi Danding Wang Jintao Li 206 28 0 07 Feb 2023