Papers by Dan Pluth
How Susceptible Are LLMs to Logical Fallacies? (2024.lrec-main)
Copied to clipboard
| Challenge: | Recent studies have focused on LLMs' reasoning abilities, but their rational thinking capacity is not as robust as that of other NLP downstream tasks. |
| Approach: | They propose a diagnostic benchmark to assess the robustness of Large Language Models against logical fallacies by comparing their performance against a scenario where the persuader employs logical fallsacie. |
| Outcome: | The proposed benchmark compares the performance of LLMs in debates on controversial topics against logical fallacies. |