LLM for Mobile: An Initial Roadmap
Fuente:
arXiv
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| Autores principales: | , , , , , , , , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| Materias: | |
| Acceso en línea: | |
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| _version_ | 1866916317301309440 |
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| author | Chen, Daihang Liu, Yonghui Zhou, Mingyi Zhao, Yanjie Wang, Haoyu Wang, Shuai Chen, Xiao Bissyandé, Tegawendé F. Klein, Jacques Li, Li |
| author_facet | Chen, Daihang Liu, Yonghui Zhou, Mingyi Zhao, Yanjie Wang, Haoyu Wang, Shuai Chen, Xiao Bissyandé, Tegawendé F. Klein, Jacques Li, Li |
| contents | When mobile meets LLMs, mobile app users deserve to have more intelligent usage experiences. For this to happen, we argue that there is a strong need to appl LLMs for the mobile ecosystem. We therefore provide a research roadmap for guiding our fellow researchers to achieve that as a whole. In this roadmap, we sum up six directions that we believe are urgently required for research to enable native intelligence in mobile devices. In each direction, we further summarize the current research progress and the gaps that still need to be filled by our fellow researchers. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2407_06573 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | LLM for Mobile: An Initial Roadmap Chen, Daihang Liu, Yonghui Zhou, Mingyi Zhao, Yanjie Wang, Haoyu Wang, Shuai Chen, Xiao Bissyandé, Tegawendé F. Klein, Jacques Li, Li Software Engineering When mobile meets LLMs, mobile app users deserve to have more intelligent usage experiences. For this to happen, we argue that there is a strong need to appl LLMs for the mobile ecosystem. We therefore provide a research roadmap for guiding our fellow researchers to achieve that as a whole. In this roadmap, we sum up six directions that we believe are urgently required for research to enable native intelligence in mobile devices. In each direction, we further summarize the current research progress and the gaps that still need to be filled by our fellow researchers. |
| title | LLM for Mobile: An Initial Roadmap |
| topic | Software Engineering |
| url | https://arxiv.org/abs/2407.06573 |