Papers by Ziliang Qiu
Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models (2025.emnlp-main)
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| Challenge: | Recent studies evaluate the creative capabilities of large language models (LLMs) through diverse tasks, aiming to understand their strengths and limitations. |
| Approach: | They propose to ask LLMs to generate Parallel Chains of Associations to Evaluate their creativity. |
| Outcome: | The proposed framework minimizes the risk of data contamination and offers a highly efficient evaluation. |