Papers with fallacy reasoning
Boosting Logical Fallacy Reasoning in LLMs via Logical Structure Tree (2024.emnlp-main)
Copied to clipboard
| Challenge: | Logical fallacy is the use of invalid or flawed reasoning in the construction of a statement. |
| Approach: | They propose to build a logical structure tree to represent hierarchical logic flow among relation connectives and their arguments in a statement. |
| Outcome: | The proposed model significantly improves accuracy and recall for fallacy detection and fallacy classification. |