Author

Lina Bariah

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Preprint Aug 2026

OTel: Building Domain-Specialized Telecom LLM Foundations for Intelligent Networks

Frontier AI models have advanced rapidly, but they still struggle with telecom-specific tasks. We present Open Telco (OTel), an open telecom AI resource with derived datasets for retrieval, reranking, instruction tuning, and safety/abstention, plus 30 full-parameter post-trained baselines across embedding, reranking, a...

Farbod Tavakkoli, Roderic W. Paulk, J. Terrazas et al. · 0 citations

#natural language process... Preprint Sep 2026

TelecomGPT-R1: Unified Post-Training for Reasoning Across Heterogeneous Telecom Tasks

The TelecomGPT-R1 family of open source unified telecom reasoning models structured around four complementary axes: protocol, knowledge, modeling, and fault are introduced, and supervised fine-tuning instills telecom knowledge and evidence-grounded reasoning patterns to overcome the cold start barrier for reinforcement...

Bo-Hao Wang, Chen-Wei Wu, Han Zou et al. · 1 citation

Preprint Aug 2026

A JEPA-Based Field-Layer World Model for Bridging Channel Prediction and Estimation

Experiments on single-band and cross-band reconstruction demonstrate improved symbol detection and, more notably, substantial beamforming gains despite modest NMSE improvements, indicating that FWM captures task-relevant spatial propagation structure beyond coefficient-wise CSI fitting.

Yu-Zhi Yang, Brahim Mefgouda, Han Zou et al. · 1 citation