Difference between revisions of "AI creativity"
KevinYager (talk | contribs) (→Research) |
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* 2024-12: [https://arxiv.org/abs/2412.17596 LiveIdeaBench: Evaluating LLMs' Scientific Creativity and Idea Generation with Minimal Context] | * 2024-12: [https://arxiv.org/abs/2412.17596 LiveIdeaBench: Evaluating LLMs' Scientific Creativity and Idea Generation with Minimal Context] | ||
* 2025-03: Midjourney: [https://www.arxiv.org/abs/2503.17126 Modifying Large Language Model Post-Training for Diverse Creative Writing] | * 2025-03: Midjourney: [https://www.arxiv.org/abs/2503.17126 Modifying Large Language Model Post-Training for Diverse Creative Writing] | ||
| + | * 2025-04: [https://arxiv.org/abs/2504.12320 Has the Creativity of Large-Language Models peaked? An analysis of inter- and intra-LLM variability] | ||
=Benchmarks= | =Benchmarks= | ||
See: [[AI_benchmarks#Creativity| AI benchmarks > Creativity]] | See: [[AI_benchmarks#Creativity| AI benchmarks > Creativity]] | ||
Revision as of 09:34, 28 May 2025
Research
- 2024-09: Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
- 2024-11:
Artificial Intelligence, Scientific Discovery, and Product Innovation- 2025-05: Retraction: Assuring an accurate research record
- 2024-12: Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models
- 2024-12: LLMs can realize combinatorial creativity: generating creative ideas via LLMs for scientific research
- 2024-12: LiveIdeaBench: Evaluating LLMs' Scientific Creativity and Idea Generation with Minimal Context
- 2025-03: Midjourney: Modifying Large Language Model Post-Training for Diverse Creative Writing
- 2025-04: Has the Creativity of Large-Language Models peaked? An analysis of inter- and intra-LLM variability
