Conference papers
Innovation and Entrepreneurship Research
Innovation and Entrepreneurship Research
Logic Mill - A Knowledge Navigation System
(2024). Logic Mill - A Knowledge Navigation System CEUR Workshop Proceedings 3775, 25-35.
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. 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 general-purpose tool for future research applications in the social sciences and other domains.
https://ceur-ws.org/Vol-3775/paper7.pdf
Also published as: arXiv preprint 2301.00200
Event: 5th Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech 2024) co-located with the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., 2024-10-24