Paper (NAACL 2024): why LLMs cannot be used for everyday fact checking, on the reversal problem, on the solution to the reversal problem, and a lot more

You can find the paper here: [https://arxiv.org/abs/2403.18671](https://arxiv.org/abs/2403.18671)
Here is the list of things that you can find in the paper:
- We reveal that large commercial language models cannot be used for every day fact checking tasks.
- We argue that evaluating the fact checking pipeline across websites does not fully demonstrate model transferability, and instead, propose a straightforward way to repurpose existing datasets for the task.
- We empirically show that when the fact checking pipeline is trained on …

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