Token Communications framework leverages LLMs for semantic communication

Researchers have introduced Token Communications (TokCom), a novel framework designed to enhance generative semantic communications by integrating cross-modal context information. This approach leverages the success of generative foundation models and multimodal large language models, using tokens as the fundamental units for communication. TokCom aims to improve bandwidth efficiency in systems like image semantic communication by effectively utilizing context among tokens, while also presenting challenges and future research directions for its adoption in wireless networks. AI

IMPACT This framework could enhance bandwidth efficiency in communication systems by leveraging LLM capabilities for context-aware semantic processing.

RANK_REASON The item is a research paper submitted to arXiv detailing a new framework. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.CV →

• arXiv
• Generative Foundation Models
• Generative Semantic Communications
• GFM/MLLMs
• Mahdi Boloursaz Mashhadi
• Multimodal Large Language Models
• TokCom
• Token Communications
• Transformer++

• paper
• infra

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