BeBy Cloud: Smart PDF Summarization on Resource-Constrained Devices
The collaboration centred on a concrete technical question: can language models for text summarization run effectively on resource-constrained edge devices? The use case was the automatic summarization of PDF documents using pre-trained language models, deployed within a Kubernetes environment.
Esprit: Resolving Location Hierarchies in Planning Documents
The main task was to create a prototype of an algorithm for extracting geographic information from documents with spatial plans. The extraction targeted specific administrative and cadastral entities from text extracted from PDF documents, including regions, districts, municipalities, cadastral territories, and parcels.
