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Xiaohongshu Inc.
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Group chats can be revitalized with LLM-powered agents, boosting message volume by nearly 30% in real-world deployments.
Solve the cold-start problem in CTR prediction by using multimodal LLMs to generate proxy embeddings that align with existing ID embeddings, enabling effective ranking of new items without usage data.
VLMs can be transformed into pixel-precise structural document parsing experts, achieving state-of-the-art OCR performance by enforcing syntactic validity and structural integrity through reinforcement learning.
Instruction-based image editing just got a whole lot better: FireRed-Image-Edit leapfrogs existing systems with a massive, meticulously curated dataset and a suite of training innovations.
