13 citations · 33 across the 19 of their papers we have counts for
3 papers · 1 filter
Anchorless Diversification for Parallel LLM Ideation
Fares Nabil Ibrahim, Nafis Saami Azad, Raiyan Abdul Baten
LLMs are increasingly used to generate candidate-idea pools for creative tasks where broad exploration is valuable. Parallel inference can be attractive in this setting when it bro…
Ex Ante Evaluation of AI-Induced Idea Diversity Collapse
Nafis Saami Azad, Raiyan Abdul Baten
Creative AI systems are typically evaluated at the level of individual utility, yet creative outputs are consumed in populations: an idea loses value when many others produce simil…
AI Can Enhance Creativity in Social Networks
Raiyan Abdul Baten, Ali Sarosh Bangash, Krish Veera +2
Can peer recommendation engines elevate people's creative performances in self-organizing social networks? Answering this question requires resolving challenges in data collection…