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Hugging Face

Paper page – RecGPT Technical Report

By Advanced AI EditorAugust 1, 2025No Comments1 Min Read
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🌟 From Alibaba’s Taobao RecGPT Team: Redefining Recommendations with Intent at the Core 🌟

👤 For Users
Break free from filter bubbles with 6.96% richer category diversity (CICD) and 4.82% longer engagement (Dwell Time) ⏳. Our LLM-powered system deciphers latent interests—by turning messy behavior logs into clear intent signals. No more “same old”—just discoveries that feel meant for you.

🛍️ For Merchants
Level the playing field ✨! RecGPT eases the Matthew effect, giving long-tail products fairer exposure opportunities. Your unique items won’t get lost in the crowd—they’ll find their perfect audience through intent-driven discovery.

📊 For Platforms
A thriving ecosystem, powered by intent. Enjoy 9.47% more item views (IPV), 6.33% higher click rates (CTR), and 3.72% more daily active clickers (DCAU) 📈. This isn’t just growth—it’s sustainability, built on LLM-driven logic that aligns everyone’s goals.

🔮 The Magic? Intent-Centric Design
We replaced “log-fitting” with reasoning: LLMs mine your true needs, predict precise item tags, and even explain why we recommend something. It’s a win-win-win powered by Alibaba’s trillion-scale tech.

Dive into the report to see how we’re making recommendations smarter, fairer, and truly about you. ❤️



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