Template-Type: ReDIF-Chapter 1.0 Author-Name: Janek Blankenburg Author-Name: Maximilian König Author-Name: Philipp Rothhaar Author-Name: Bernd Rusitschka Editor-Name: Bank for International Settlements Title: From the ML model to practice: case study on NLP-based decision-making on the eligibility of security prospectuses Book-title: Data science in central banking: enhancing the access to and sharing of data In-Book: RePEc:bis:bisifb:64 Year: 2025 Month: May Volume: 64 File-URL: https://www.bis.org/ifc/publ/ifcb64_32.pdf File-Format: Application/pdf Handle: RePEc:bis:bisifc:64-32