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GTS-LUM: Reshaping User Behavior Modeling with LLMs in Telecommunications Industry
- GTS-LUM is a user behavior model that reshapes modeling paradigms in the telecommunication industry.
- It employs a (multi-modal) encoder-adapter-LLM decoder architecture and telecom-specific innovations.
- GTS-LUM supports diverse time granularities, multi-modal data inputs, and aligning semantic information with behavior data.
- Experiments validate the effectiveness of GTS-LUM, which outperforms LLM4Rec approaches in user behavior modeling in telecommunications.
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