Moran Mizrahi

The Hebrew University of Jerusalem
Cooking Up Creativity: Enhancing LLM Creativity through Structured Recombination
Moran Mizrahi

Abstract

LLMs excel at many tasks, yet they struggle to generate truly creative and diverse ideas. In this talk, we present a novel approach inspired by human creativity to enhance LLM creativity. We demonstrate this approach in the culinary domain with DishCOVER, a model that generates significantly more diverse and creative recipes than GPT-4o.

Bio

Moran Mizrahi holds a PhD specializing in Natural Language Processing (NLP) and Data Science, with a core research focus on the burgeoning field of computational creativity. Her work explores the intricate intersection of technology and artistic expression, aiming to push the boundaries of textual creative exploration. By bridging the gap between data-driven methodologies and creative output, she is dedicated to advancing how AI can understand and contribute to the human creative process.

Agenda

08:45

Reception & gathering

09:30

Opening remarks by WiDS TLV ambassadors

09:45

Keynote session: Prof. Michal Rosen Zvi

10:15

Keynote session: Hadas Grossmon Ella

10:45

Poster pitches

10:55

Break

11:10

Lightning talks session

12:45

Lunch & poster session

13:30

Roundtable session & poster session

14:20

Roundtable closing

14:30

Talk by Hila Paz

14:50

Talk by Dr. Moran Mizrahi

15:15

Closing remarks

15:30

End