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Cmat: A multi-agent collaboration tuning framework for enhancing small language models

2 Pith papers cite this work. Polarity classification is still indexing.

2 Pith papers citing it

fields

cs.CL 1 cs.LG 1

years

2025 2

verdicts

UNVERDICTED 2

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Training-Free Multimodal Large Language Model Orchestration

cs.CL · 2025-08-06 · unverdicted · novelty 6.0 · 2 refs

LLM Orchestration integrates modality experts via an LLM controller, cross-modal memory, and interaction layer to enable multimodal input-output without gradient-based training.

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