Automated detection of contradictions in 5G network specifications using reinforcement learning-trained small LLM Article

Zhang, Wenbin, Wei, Qiang, Chen, Haowen et al. (2025). Automated detection of contradictions in 5G network specifications using reinforcement learning-trained small LLM . EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2025(1), 10.1186/s13638-025-02523-3

Open Access

cited authors

  • Zhang, Wenbin; Wei, Qiang; Chen, Haowen; Wang, Yunfeng

authors

publication date

  • October 27, 2025

published in

keywords

  • 5G specification
  • Contradiction detection
  • Engineering
  • Engineering, Electrical & Electronic
  • LLM
  • Reinforcement learning
  • Science & Technology
  • Technology
  • Telecommunications

Digital Object Identifier (DOI)

publisher

  • SPRINGER

volume

  • 2025

issue

  • 1