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.
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.
Keynote session: Hadas Grossmon Ella
Break
Lightning talks session
Roundtable closing
Talk by Hila Paz
Talk by Dr. Moran Mizrahi
Closing remarks
End
Reception
Opening remarks by WiDS TLV ambassadors
Dr. Mor Geva , Tel Aviv University: “MRI for Large Language Models: Mechanistic Interpretability from Neurons to Attention Heads”
Panel: “Pioneering Progress: a strategic look at the GenAI revolution and the new role of data scientists“ Shani Gershtein, Melingo | Mirit Elyada Bar, Intuit | Dr. Asi Messica, Lightricks Moderated by Nitzan Gado, Intuit
Poster pitches
Break
Lightning talks session
Lunch & poster session
Roundtable session & poster session
Roundtable closing
Shunit Agmon, Technion: “Bridging the Gender Gap in Clinical AI: Temporal Adaptation with TeDi-BERT”
Shaked Naor Hoffmann, Apartment List: “Building Generative AI Agents for Production: Turning Ideas into Real-World Applications”
Closing remarks
The end