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Kavya Nerella
Researcher

Kavya Nerella

Apple

LinkedIn@nerellakavya

Author of "DeepMMSearch-R1: Empowering Multimodal LLMs in Multimodal Web Search" on arXiv

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DeepMMSearch-R1: Empowering Multimodal LLMs in Multimodal Web Search
arXivresearchpositiveOct 19, 2025

DeepMMSearch-R1 is the first multimodal LLM capable of performing on-demand, multi-turn web searches with dynamic query crafting for both image and text, using a two-stage training pipeline of supervised finetuning followed by reinforcement learning optimization.

“Author of "DeepMMSearch-R1: Empowering Multimodal LLMs in Multimodal Web Search" on arXiv”

Multimodal AILLMsAI AgentsNLP