Logic Mill - A Knowledge Navigation System

Arbeitspapier

Logic Mill is a scalable and openly accessible software system that identifies semantically similar documents within either one domain-specific corpus or multi-domain corpora. It uses advanced Natural Language Processing (NLP) techniques to generate numerical representations of documents. Currently it leverages a large pre-trained language model to generate these document representations. The system focuses on scientific publications and patent documents and contains more than 200 million documents. It is easily accessible via a simple Application Programming Interface (API) or via a web interface. Moreover, it is continuously being updated and can be extended to text corpora from other domains. We see this system as a generalpurpose tool for future research applications in the social sciences and other domains.

Object Details

• Language: Englisch

References and Relationships

• Bibliographic citation: Series: Discussion Paper ; No. 440

Classification and Topics

• Classification: Wirtschaft

Contributors, Places and Time

• Event: Geistige Schöpfung
• (who): Erhardt, Sebastian ; Ghosh, Mainak ; Buunk, Erik ; Rose, Michael E. ; Harhoff, Dietmar
• Event: Veröffentlichung
• (who): Ludwig-Maximilians-Universität München und Humboldt-Universität zu Berlin, Collaborative Research Center Transregio 190 - Rationality and Competition
• (where): München und Berlin
• (when): 2023

Further information

• Handle: http://hdl.handle.net/10419/282132
• Last update: 10.03.2025, 11:44 AM CET