rumor detection

69 papers

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Also known as

RD

Co-occurring keywords

social media (665) social media analysis (699) text classification (6776) graph neural network (3945) stance classification (73) graph convolutional network (657) large language model (12755) fake news detection (235) propagation structure (7) contrastive learning (3979)

Papers

Exploring Large Language Models for Effective Rumor Detection on Social Media NAACL 2025

GCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection EMNLP 2025

Enhancing Rumor Detection Methods with Propagation Structure Infused Language Model COLING 2025

Rethink Rumor Detection in the Era of LLMs: A Review EMNLP 2025

Exploring Hyperbolic Hierarchical Structure for Multimodal Rumor Detection EMNLP 2025

FGDGNN: Fine-Grained Dynamic Graph Neural Network for Rumor Detection on Social Media ACL 2025

MONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection ACL 2025

SWAM: Adaptive Sliding Window and Memory-Augmented Attention Model for Rumor Detection EMNLP 2025

You Only Query Twice: Multimodal Rumor Detection via Evidential Evaluation from Dual Perspectives COLING 2025

LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025

Semantic Reshuffling with LLM and Heterogeneous Graph Auto-Encoder for Enhanced Rumor Detection COLING 2025

Cross-domain Rumor Detection via Test-Time Adaptation and Large Language Models EMNLP 2025

Towards Real-World Rumor Detection: Anomaly Detection Framework with Graph Supervised Contrastive Learning COLING 2025

Equal Truth: Rumor Detection with Invariant Group Fairness EMNLP 2025

SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection ACL 2025

Rumor Detection on Social Media with Temporal Propagation Structure Optimization COLING 2025

Backdoor Attack on Propagation-based Rumor Detectors AAAI 2025

CLFFRD: Curriculum Learning and Fine-grained Fusion for Multimodal Rumor Detection COLING 2024

Propagation Tree Is Not Deep: Adaptive Graph Contrastive Learning Approach for Rumor Detection AAAI 2024

Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector AAAI 2024

Deciphering Rumors: A Multi-Task Learning Approach with Intent-aware Hierarchical Contrastive Learning EMNLP 2024

Examining the Limitations of Computational Rumor Detection Models Trained on Static Datasets COLING 2024

Enhancing Robustness of Graph Neural Networks on Social Media with Explainable Inverse Reinforcement Learning NIPS 2024

Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning AAAI 2023

Leveraging Contrastive Learning and Knowledge Distillation for Incomplete Modality Rumor Detection EMNLP 2023