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add a paper
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sheng-qiang authored May 23, 2024
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Expand Up @@ -10,6 +10,7 @@ A curated paper list of misinformation research using (multi-modal) large langua
- **Cheap-fake Detection with LLM using Prompt Engineering**[[paper]](https://arxiv.org/abs/2306.02776) ![](https://img.shields.io/badge/arXiv-orange) ![](https://img.shields.io/badge/2023.06-blue)
- **Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation**[[paper]](https://doi.org/10.18653/v1/2023.acl-long.815) ![](https://img.shields.io/badge/ACL%202023-orange) ![](https://img.shields.io/badge/2023.07-blue)
- **Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection**[[paper]](https://ojs.aaai.org/index.php/AAAI/article/view/30214) ![](https://img.shields.io/badge/AAAI%202024-orange) ![](https://img.shields.io/badge/2023.09-blue)
- **Analysis of Disinformation and Fake News Detection Using Fine-Tuned Large Language Model**[[paper]](https://arxiv.org/abs/2309.04704) ![](https://img.shields.io/badge/arXiv-orange) ![](https://img.shields.io/badge/2023.09-blue)
- **Detecting Misinformation with LLM-Predicted Credibility Signals and Weak Supervision**[[paper]](https://arxiv.org/abs/2309.07601) ![](https://img.shields.io/badge/arXiv-orange) ![](https://img.shields.io/badge/2023.09-blue)
- **FakeGPT: Fake News Generation, Explanation and Detection of Large Language Model**[[paper]](https://arxiv.org/abs/2310.05046) ![](https://img.shields.io/badge/arXiv-orange) ![](https://img.shields.io/badge/2023.10-blue)
- **Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation**[[paper]](https://aclanthology.org/2023.emnlp-main.883/) ![](https://img.shields.io/badge/EMNLP%202023-orange) ![](https://img.shields.io/badge/2023.10-blue)
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- **Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4**[[paper]](https://arxiv.org/abs/2305.14928) ![](https://img.shields.io/badge/arXiv-orange) ![](https://img.shields.io/badge/2023.05-blue)
- **Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models**[[paper]](https://arxiv.org/abs/2305.14623) ![](https://img.shields.io/badge/NAACL%202024%20Findings-orange) ![](https://img.shields.io/badge/2023.05-blue)
- **News Verifiers Showdown: A Comparative Performance Evaluation of ChatGPT 3.5, ChatGPT 4.0, Bing AI, and Bard in News Fact-Checking**[[paper]](https://arxiv.org/abs/2306.17176) ![](https://img.shields.io/badge/arXiv-orange) ![](https://img.shields.io/badge/2023.06-blue)
- **Analysis of Disinformation and Fake News Detection Using Fine-Tuned Large Language Model**[[paper]](https://arxiv.org/abs/2309.04704) ![](https://img.shields.io/badge/arXiv-orange) ![](https://img.shields.io/badge/2023.09-blue)
- **Explainable Claim Verification via Knowledge-Grounded Reasoning withLarge Language Models**[[paper]](https://aclanthology.org/2023.findings-emnlp.416) ![](https://img.shields.io/badge/EMNLP%202023%20Findings-orange) ![](https://img.shields.io/badge/2023.10-blue)
- **Language Models Hallucinate, but May Excel at Fact Verification**[[paper]](https://arxiv.org/abs/2310.14564) ![](https://img.shields.io/badge/NAACL%202024-orange) ![](https://img.shields.io/badge/2023.10-blue)
- **FakeGPT: Fake News Generation, Explanation and Detection of Large Language Model**[[paper]](https://arxiv.org/abs/2310.05046) ![](https://img.shields.io/badge/arXiv-orange) ![](https://img.shields.io/badge/2023.10-blue)
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