Papers by Jean-François Godbout
Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4 (2023.emnlp-main)
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Kellin Pelrine, Anne Imouza, Camille Thibault, Meilina Reksoprodjo, Caleb Gupta, Joel Christoph, Jean-François Godbout, Reihaneh Rabbany
| Challenge: | Misinformation is a critical societal challenge, and current approaches have yet to produce an effective solution. |
| Approach: | They propose to focus on generalization, uncertainty and how to leverage large language models . they propose techniques to handle uncertainty that can detect impossible examples and strongly improve outcomes . |
| Outcome: | The proposed tools outperform previous methods in multiple settings and languages. |