Papers by Portia Botchway
Automatic Bug Detection in LLM-Powered Text-Based Games Using LLMs (2024.findings-acl)
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| Challenge: | Advancements in large language models (LLMs) are revolutionizing interactive game design, but they may exhibit flaws such as hallucinations, forgetfulness, or misinterpretation of prompts. |
| Approach: | They propose a method for automatically identifying LLM bugs from player game logs . their method surpasses unstructured bug-catching methods and fills the gap . |
| Outcome: | The proposed method surpasses unstructured bug-catching methods and fills the gap in detection of logical and design flaws. |