NLP808 - Current Topics in Natural Language Processing
TB = Textbook or Required reading 
REF = Reference or supplemental reading
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.T. Alhindi, B. McManus, and S. Muresan, “What to Fact-Check: Guiding Check-Worthy Information Detection in News Articles through Argumentative Discourse Structure”. In Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, pp. 380-391, 2021. |
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A. Kazemi, K. Garimella, D. Gaffney, S.A. Hale. “Claim Matching Beyond English to Scale Global Fact-Checking”, ACL, 2021 |
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.N. Vo, and K. Lee, “Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News”. EMNLP, 2020 |
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F. Alam, et al, “Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society”, EMNLP (Findings), 2021 |
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N. Lee, Y. Bank, A. Madotto, M. Khabsa, and P. Fung “Towards Few-shot Fact-Checking via Perplexity”. NAACL, 2021 |
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L. Pan, W. Chen, W. Xiong, M. Y. Kan, W. Y. Wang, “Zero-shot Fact Verification by Claim Generation”. ACL-IJCNLP, 2021 |
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V.H. Nguyen & al, “Fang: Leveraging Social Context for Fake News Detection Using Graph Representation”. CIKM, 2020 |
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.Z. Gu & al., “PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training”. EMNLP, 2022 |
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Y. Fung & al., “InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection”, ACL-IJCNLP, 2021 |
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R. Zellers & al. “Defending Against Neural Fake News”, NIPS, 2019 |
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T. Schuster, R. Schuster, D. J. Shah, and R. Barzilay. “The Limitations of Stylometry for Detecting Machine-Generated Fake News”. Computational Linguistics, 2020. |
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R. Baly & al., “What Was Written vs. Who Read It: News Media Profiling Using Text Analysis and Social Media Context”., ACL, 2020 | NA | |||
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. H. Rashklin & al., “Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking”. EMNLP, 2017 |
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T. Alhindi & al., “Multitask Instruction-based Prompting for Fallacy Recognition., EMNLP, 2022 | NA | |||
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P. Vijayaraghavan and S. Vosoughi “TWEETSPIN: Fine-grained Propaganda Detection in Social Media Using Multi-View Representations”., NAACL, 2022. | NA |