roberta-base_requirement-completion

RoBERTa base for filling user actions in requirement specifications

This model fills masks ([MASK]) in requirements specifications. During the fine-tuning process, POS verbs were used as a proxy of user actions.

• Developed by: Fabian C. Peña, Steffen Herbold
• Finetuned from: roberta-base
• Replication kit: https://github.com/aieng-lab/senlp-benchmark
• Language: English
• License: MIT

Citation

@misc{pena2025benchmark,
  author    = {Fabian Peña and Steffen Herbold},
  title     = {Evaluating Large Language Models on Non-Code Software Engineering Tasks},
  year      = {2025}
}