awsome-LLM-creativity

Papers

📖 Survey

1. A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Huawei

   Lei Huang, Weijiang Yu, Weitao Ma, Weihong Zhong, Zhangyin Feng, Haotian Wang, Qianglong Chen, Weihua Peng, Xiaocheng Feng, Bing Qin, Ting Liu [Paper], 2023.11

2. Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Tencent AiLab

   Yue Zhang, Yafu Li, Leyang Cui, Deng Cai, Lemao Liu, Tingchen Fu, Xinting Huang, Enbo Zhao, Yu Zhang, Yulong Chen, Longyue Wang, Anh Tuan Luu, Wei Bi, Freda Shi, Shuming Shi [Paper], 2023.09

3. Cognitive Mirage: A Review of Hallucinations in Large Language Models Zhejiang Lab

   Hongbin Ye, Tong Liu, Aijia Zhang, Wei Hua, Weiqiang Jia [Paper], 2023.09

4. A Survey of Hallucination in “Large” Foundation Models University of South Carolina

   Vipula Rawte, Amit Sheth, Amitava Das [Paper], 2023.09

5. Survey of Hallucination in Natural Language Generation HKUST

   Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, Dan Su, Yan Xu, Etsuko Ishii, Yejin Bang, Delong Chen, Ho Shu Chan, Wenliang Dai, Andrea Madotto, Pascale Fung [Paper], 2022.02

6. A Survey on Large Language Model Hallucination via a Creativity Perspective Idea Lab

   Xuhui Jiang, Yuxing Tian, Fengrui Hua, Chengjin Xu, Yuanzhuo Wang, Jian Guo [Paper], 2024.02

🧠 Cognitive Science

TTCT

🔧 Pre-order Method

Divergent thinking tests

RAT

ACT

Prompt

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