Difference between revisions of "AI creativity"
KevinYager (talk | contribs) |
KevinYager (talk | contribs) (→See Also) |
||
| (4 intermediate revisions by the same user not shown) | |||
| Line 1: | Line 1: | ||
=Research= | =Research= | ||
* 2024-09: [https://arxiv.org/abs/2409.04109 Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers] | * 2024-09: [https://arxiv.org/abs/2409.04109 Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers] | ||
| − | * 2024-11: [https:// | + | * 2024-11: <strike>[https://aidantr.github.io/files/AI_innovation.pdf Artificial Intelligence, Scientific Discovery, and Product Innovation]</strike> |
| + | ** 2025-05: Retraction: [https://economics.mit.edu/news/assuring-accurate-research-record Assuring an accurate research record] | ||
* 2024-12: [https://arxiv.org/abs/2412.02980 Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models] | * 2024-12: [https://arxiv.org/abs/2412.02980 Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models] | ||
* 2024-12: [https://arxiv.org/abs/2412.14141 LLMs can realize combinatorial creativity: generating creative ideas via LLMs for scientific research] | * 2024-12: [https://arxiv.org/abs/2412.14141 LLMs can realize combinatorial creativity: generating creative ideas via LLMs for scientific research] | ||
* 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] | ||
| + | * 2025-05: [https://arxiv.org/abs/2505.14442 Creative Preference Optimization] | ||
=Benchmarks= | =Benchmarks= | ||
See: [[AI_benchmarks#Creativity| AI benchmarks > Creativity]] | See: [[AI_benchmarks#Creativity| AI benchmarks > Creativity]] | ||
| + | |||
| + | =See Also= | ||
| + | * [[AI_benchmarks|AI benchmarks]] > [[AI_benchmarks#Assess_Specific_Attributes|Assess Specific Attributes]] > [[AI_benchmarks#Creativity|Creativity]] | ||
| + | * [[AI_and_Humans|AI and Humans]] > [[AI_and_Humans#AI_out-performs_humans|AI out-performs humans]] > [[AI_and_Humans#Creativity|Creativity]] | ||
| + | * [[AI_and_Humans|AI and Humans]] > [[AI_and_Humans#AI_improves_human_work|AI improves human work]] > Creativity | ||
Latest revision as of 12:07, 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
- 2025-05: Creative Preference Optimization
Benchmarks
See: AI benchmarks > Creativity
