Papers by Moran Mizrahi
Coming to Terms: Automatic Formation of Neologisms in Hebrew (2020.findings-emnlp)
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| Challenge: | a new algorithm to generate neologisms in spoken languages relies on human creativity . a system to automatically generate a dictionary of new words is proposed . we focus on the Hebrew language due to the unusual regularity of its noun formation . |
| Approach: | They propose a system to automatically suggest new words in the Hebrew language . they focus on the Hebrew because of the unusual regularity of its noun formation . |
| Outcome: | The proposed system generates high-quality outputs and enhances human creativity . it is compared to other systems and tested on the Hebrew language . |
🧑🍳 Cooking Up Creativity: Enhancing LLM Creativity through Structured Recombination (2026.tacl-1)
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| Challenge: | Large Language Models excel at many tasks, yet struggle to generate truly creative ideas. |
| Approach: | They propose a novel approach that enhances Large Language Models' creativity by manipulating structured representations of existing ideas. |
| Outcome: | The proposed model outperforms GPT-4o in novelty and diversity and outperformed GPT-0 in creative generation. |