Papers by JiaweiHan JiaweiHan
PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering (2024.acl-long)
Copied to clipboard
| Challenge: | Existing logical reasoning tasks are challenging, especially for large language models. |
| Approach: | They propose a logic reasoning task model that transforms each logical sample into reasoning paths and propose an atom extension strategy supported by equivalent logical formulas to form new reasoning paths. |
| Outcome: | The proposed architecture achieves competitive performances on two logical reasoning benchmarks and great generalization abilities. |