Extracting functional requirements from design documentation using machine learning

Author:

Akay Haluk,Kim Sang-Gook

Funder

National Science Foundation Directorate for Engineering

Publisher

Elsevier BV

Subject

General Medicine

Reference18 articles.

1. Design transcription: Deep learning based design feature representation;Akay;CIRP Annals,2020

2. Measuring functional independence in design with deep-learning language representation models;Akay;Procedia CIRP,2020

3. A neural probabilistic language model;Bengio;Journal of machine learning research,2003

4. Padgan: Learning to generate high-quality novel designs;Chen;Journal of Mechanical Design,2020

5. Devlin, J., Chang, M.W., Lee, K., Toutanova, K., 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805.

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