Reinforcement Learning-based Counter-Misinformation Response Generation: A Case Study of COVID-19 Vaccine Misinformation

11 March 2023

Papers citing "Reinforcement Learning-based Counter-Misinformation Response Generation: A Case Study of COVID-19 Vaccine Misinformation"

21 / 21 papers shown

Title
A Scoping Review of Natural Language Processing in Addressing Medically Inaccurate Information: Errors, Misinformation, and Hallucination Zhaoyi Sun Wen-wai Yim Özlem Uzuner Fei Xia Meliha Yetisgen 44 0 0 16 Apr 2025
Self-Adaptive Paraphrasing and Preference Learning for Improved Claim Verifiability Amelie Wuhrl Roman Klinger 82 0 0 16 Dec 2024
On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMs Herun Wan Minnan Luo Zhixiong Su Guang Dai Xiang Zhao DeLMO 35 0 0 16 Oct 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments Zhenrui Yue Huimin Zeng Lanyu Shang Yifan Liu Yang Zhang Dong Wang RALM 43 2 0 14 Jun 2024
MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention Prince Jha Raghav Jain Konika Mandal Aman Chadha Sriparna Saha P. Bhattacharyya 31 6 0 08 Jun 2024
NLP Systems That Can't Tell Use from Mention Censor Counterspeech, but Teaching the Distinction Helps Kristina Gligorić Myra Cheng Lucia Zheng Esin Durmus Dan Jurafsky 45 9 0 02 Apr 2024
NLP for Counterspeech against Hate: A Survey and How-To Guide Helena Bonaldi Yi-Ling Chung Gavin Abercrombie Marco Guerini AAML 39 13 0 29 Mar 2024
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation Zhenrui Yue Huimin Zeng Yimeng Lu Lanyu Shang Yang Zhang Dong Wang RALM OffRL 36 19 0 22 Mar 2024
Correcting misinformation on social media with a large language model Xinyi Zhou Ashish Sharma Amy X. Zhang Tim Althoff KELM 51 2 0 17 Mar 2024
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection Herun Wan Shangbin Feng Zhaoxuan Tan Heng Wang Yulia Tsvetkov Minnan Luo 72 29 0 16 Feb 2024
FACT-GPT: Fact-Checking Augmentation via Claim Matching with LLMs Eun Cheol Choi Emilio Ferrara HILM 44 25 0 08 Feb 2024
Global-Liar: Factuality of LLMs over Time and Geographic Regions Shujaat Mirza Bruno Coelho Yuyuan Cui Christina Pöpper Damon McCoy HILM 19 5 0 31 Jan 2024
Harnessing Network Effect for Fake News Mitigation: Selecting Debunkers via Self-Imitation Learning Xiaofei Xu Ke Deng Michael Dann Xiuzhen Zhang 19 4 0 28 Jan 2024
Countering Misinformation via Emotional Response Generation Daniel Russo Shane P. Kaszefski-Yaschuk Jacopo Staiano Marco Guerini OffRL 26 9 0 17 Nov 2023
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification Yingjie Zhu Jiasheng Si Yibo Zhao Haiyang Zhu Deyu Zhou Yulan He 41 6 0 23 Oct 2023
Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation Eun Cheol Choi Emilio Ferrara 46 17 0 13 Oct 2023
Benchmarking the Generation of Fact Checking Explanations Daniel Russo Serra Sinem Tekiroğlu Marco Guerini 27 17 0 29 Aug 2023
MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning Zhenrui Yue Huimin Zeng Yang Zhang Lanyu Shang Dong Wang 34 17 0 22 May 2023
PETGEN: Personalized Text Generation Attack on Deep Sequence Embedding-based Classification Models Bing He M. Ahamad Srijan Kumar SILM AAML 195 27 0 14 Sep 2021
False Information on Web and Social Media: A Survey Srijan Kumar Neil Shah 145 347 0 23 Apr 2018
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 220 1,328 0 05 Jun 2016