MR2: A Benchmark for Multimodal Retrieval-Augmented Rumor Detection in Social Media

Author:

Hu Xuming1ORCID,Guo Zhijiang2ORCID,Chen Junzhe1ORCID,Wen Lijie1ORCID,Yu Philip S.3ORCID

Affiliation:

1. Tsinghua University, Beijing, China

2. University of Cambridge, Cambridge, United Kingdom

3. University of Illinois at Chicago, Chicago, IL, USA

Funder

National Nature Science Foundation of China

National Science Foundation

National Key Research and Development Program of China

Publisher

ACM

Reference78 articles.

1. Sara Abdali . 2022. Multi-modal Misinformation Detection: Approaches, Challenges and Opportunities. CoRR abs/2203.13883 ( 2022 ). https://doi.org/10.48550/ arXiv.2203.13883 arXiv:2203.13883 Sara Abdali. 2022. Multi-modal Misinformation Detection: Approaches, Challenges and Opportunities. CoRR abs/2203.13883 (2022). https://doi.org/10.48550/ arXiv.2203.13883 arXiv:2203.13883

2. Firoj Alam , Stefano Cresci , Tanmoy Chakraborty , Fabrizio Silvestri , Dimiter Dimitrov , Giovanni Da San Martino , Shaden Shaar, Hamed Firooz, and Preslav Nakov. 2021 . A Survey on Multimodal Disinformation Detection . arXiv preprint arXiv:2103.12541 (2021). Firoj Alam, Stefano Cresci, Tanmoy Chakraborty, Fabrizio Silvestri, Dimiter Dimitrov, Giovanni Da San Martino, Shaden Shaar, Hamed Firooz, and Preslav Nakov. 2021. A Survey on Multimodal Disinformation Detection. arXiv preprint arXiv:2103.12541 (2021).

3. The Fact Extraction and VERification Over Unstructured and Structured information (FEVEROUS) Shared Task

4. Challenges of computational verification in social multimedia

5. Tom B. Brown , Benjamin Mann , Nick Ryder , Melanie Subbiah , Jared Kaplan , Prafulla Dhariwal , Arvind Neelakantan , Pranav Shyam , Girish Sastry , Amanda Askell , Sandhini Agarwal , Ariel Herbert-Voss , Gretchen Krueger , Tom Henighan , Rewon Child , Aditya Ramesh , Daniel M. Ziegler , Jeffrey Wu , Clemens Winter , Christopher Hesse , Mark Chen , Eric Sigler , Mateusz Litwin , Scott Gray , Benjamin Chess , Jack Clark , Christopher Berner , Sam McCandlish , Alec Radford , Ilya Sutskever , and Dario Amodei . 2020 . Language Models are Few-Shot Learners . In Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020 , NeurIPS 2020, December 6-12, 2020, virtual, Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, and Hsuan-Tien Lin (Eds.). https://proceedings.neurips.cc/paper/2020/ hash/1457c0d6bfcb4967418bfb8ac142f64a-Abstract.html Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020. Language Models are Few-Shot Learners. In Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual, Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, and Hsuan-Tien Lin (Eds.). https://proceedings.neurips.cc/paper/2020/ hash/1457c0d6bfcb4967418bfb8ac142f64a-Abstract.html

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