Papers with reasoning-oriented tasks
ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs (2024.findings-emnlp)
Copied to clipboard
| Challenge: | Recent research has neglected instances-level prompt variations and their implications on subjective evaluations. |
| Approach: | They propose a framework to evaluate and comprehend prompt sensitivity in large language models. |
| Outcome: | The proposed framework evaluates and comprehends prompt sensitivity in large language models. |