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This paper presents Climinator, a novel AI-based tool designed to automate the fact-checking of climate change claims.
ClaimBuster: The First-Ever End-to-End Fact-Checking System
Hassan, N.; Zhang, G.; Arslan, F.; Caraballo, J.; Jimenez, D.; Gawsane, S.; Hasan, S.; Joseph, M.; Kulkarni, A.; Nayak, A. K.; Sable, V.; Li, C.; and Tremayne, M. 2017 · 1948
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The society of mind
Minsky, M. 1986 · 1986
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Computational Journalism: A Call to Arms to Database Researchers
Cohen, S.; Li, C.; Yang, J.; and Yu, C. 2011 · 2011
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HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification
Jiang, Y.; Bordia, S.; Zhong, Z.; Dognin, C.; Singh, M.; and Bansal, M. 2020 · 2011
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Why Do Humans Reason? Arguments for an Argumentative Theory
Mercier, H.; and Sperber, D. 2011 · 2011
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Climate-fever: A dataset for verification of real-world climate claims
Diggelmann, T.; Boyd-Graber, J.; Bulian, J.; Ciaramita, M.; and Leippold, M. 2020 · 2012
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Climate Change Reconsidered II: Physical Science (Chicago, IL: The Heartland Institute, 2013)
Idso, C.; Battaglia, F.; et al. 2013 · 2013
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Climate Change Reconsidered II: Fossil Fuels (Chicago, IL: The Heartland Institute, 2013)
Idso, C.; Battaglia, F.; et al. 2019 · 2013
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Fact Checking: Task definition and dataset construction
Vlachos, A.; and Riedel, S. 2014a · 2014
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Fact Checking: Task definition and dataset construction
Vlachos, A.; and Riedel, S. 2014b · 2014
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Understanding the Promise and Limits of Automated Fact-Checking
Graves, L. 2018 · 2018
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FEVER: a large-scale dataset for fact extraction and VERification
Thorne, J.; Vlachos, A.; Christodoulopoulos, C.; and Mittal, A. 2018 · 2018
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The spread of true and false news online
Vosoughi, S.; Roy, D.; and Aral, S. 2018 · 2018
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Generating Fact Checking Explanations
Atanasova, P.; Simonsen, J. G.; Lioma, C.; and Augenstein, I. 2020 · 2020
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Generalization through Memorization: Nearest Neighbor Language Models
Khandelwal, U.; Levy, O.; Jurafsky, D.; Zettlemoyer, L.; and Lewis, M. 2020 · 2020
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Explainable Automated Fact-Checking: A Survey
Kotonya, N.; and Toni, F. 2020 · 2020
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Hysteresis of tropical forests in the 21st century
Staal, A.; Fetzer, I.; Wang-Erlandsson, L.; Bosmans, J. H.; Dekker, S. C.; van Nes, E. H.; Rockström, J.; and Tuinenburg, O. A. 2020 · 2020
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e-FEVER: Explanations and Summaries for Automated Fact Checking
Stammbach, D.; and Ash, E. 2020 · 2020
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Assessing Large Language Models on Climate Information
Bulian, J.; Schäfer, M. S.; Amini, A.; Lam, H.; Ciaramita, M.; Gaiarin, B.; Huebscher, M. C.; Buck, C.; Mede, N.; Leippold, M.; et al. 2023 · 2023
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Complex Claim Verification with Evidence Retrieved in the Wild
Chen, J.; Kim, G.; Sriram, A.; Durrett, G.; and Choi, E. 2023 · 2023
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Improving Factuality and Reasoning in Language Models through Multiagent Debate
Du, Y.; Li, S.; Torralba, A.; Tenenbaum, J. B.; and Mordatch, I. 2023 · 2023
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Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity Prediction
Fajcik, M.; Motlicek, P.; and Smrz, P. 2023 · 2023
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Consensus revisited: quantifying scientific agreement on climate change and climate expertise among Earth scientists 10 years later
Myers, K. F.; Doran, P. T.; Cook, J.; Kotcher, J. E.; and Myers, T. A. 2021 · 2021
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Community Notes on Twitter
Twitter. 2021 · 2021
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Fact-checking as a conversation, by Andreas Vlachos
Vlachos, A. 2021 · 2021
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Improving Language Models by Retrieving from Trillions of Tokens
Borgeaud, S.; Mensch, A.; Hoffmann, J.; Cai, T.; Rutherford, E.; Millican, K.; Van Den Driessche, G. B.; Lespiau, J.-B.; Damoc, B.; Clark, A.; De Las Casas, D.; Guy, A.; Menick, J.; Ring, R.; Hennigan, T.; Huang, S.; Maggiore, L.; Jones, C.; Cassirer, A.; Brock, A.; Paganini, M.; Irving, G.; Vinyals, O.; Osindero, S.; Simonyan, K.; Rae, J.; Elsen, E.; and Sifre, L. 2022 · 2022
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A Survey on Automated Fact-Checking
Guo, Z.; Schlichtkrull, M.; and Vlachos, A. 2022 · 2022
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SciFact-Open: Towards open-domain scientific claim verification
Wadden, D.; Lo, K.; Kuehl, B.; Cohan, A.; Beltagy, I.; Wang, L. L.; and Hajishirzi, H. 2022 · 2022
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Karadzhov, G.; Stafford, T.; and Vlachos, A. 2023 · 2023
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OpenAI. 2023 · 2023
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AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web
Schlichtkrull, M.; Guo, Z.; and Vlachos, A. 2023 · 2023
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ChatClimate: Grounding conversational AI in climate science
Vaghefi, S. A.; Stammbach, D.; Muccione, V.; Bingler, J.; Ni, J.; Kraus, M.; Allen, S.; Colesanti-Senni, C.; Wekhof, T.; Schimanski, T.; Gostlow, G.; Yu, T.; Wang, Q.; Webersinke, N.; Huggel, C.; and Leippold, M. 2023 · 2023
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Mindstorms in Natural Language-Based Societies of Mind
Zhuge, M.; Liu, H.; Faccio, F.; Ashley, D. R.; Csordás, R.; Gopalakrishnan, A.; Hamdi, A.; Hammoud, H. A. A. K.; Herrmann, V.; Irie, K.; et al. 2023 · 2023
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LLM Augmented LLMs: Expanding Capabilities through Composition
Bansal, R.; Samanta, B.; Dalmia, S.; Gupta, N.; Vashishth, S.; Ganapathy, S.; Bapna, A.; Jain, P.; and Talukdar, P. 2024 · 2024
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Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
Chen, Z.; Deng, Y.; Yuan, H.; Ji, K.; and Gu, Q. 2024 · 2024
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Retrieval-Augmented Generation for Large Language Models: A Survey
Gao, Y.; Xiong, Y.; Gao, X.; Jia, K.; Pan, J.; Bi, Y.; Dai, Y.; Sun, J.; Guo, Q.; Wang, M.; and Wang, H. 2024 · 2024
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