Papers by Azin Ghazimatin

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Challenge:	Podcasts, videos, and other long-form talk content requires significant time investment to assess their relevance.
Approach:	They propose an LLM-based approach for generating podcast episode previews and deploy it at scale, serving hundreds of thousands of podcast previews in a real-world application.
Outcome:	The proposed approach outperforms a baseline built on top of various ML expert models and offers a 4.6% increase in user engagement with preview content and a 5x boost in processing efficiency.