27–28 Oct 2026
MPI for Sustainable Materials
Europe/Berlin timezone

Text+: Federated Infrastructure for Large-Scale NLP and LLM-Driven Data Analytics

28 Oct 2026, 09:45
45m
MPI for Sustainable Materials

MPI for Sustainable Materials

Düsseldorf

Description

Text+ operates a federated research data infrastructure designed to manage and process heterogeneous, high-dimensional datasets. To meet the increasing computational requirements of transformer-based architectures, the infrastructure has integrated GPU-accelerated environments (e.g., KISSKI) with specialized neural pipelines for automated data annotation and semantic enrichment. This framework supports Large Language Model (LLM) services that facilitate complex disambiguation tasks and natural-language-driven retrieval across distributed repositories. A critical component of the data engineering strategy involves the curation of AI-ready training corpora and the generation of derived formats to enable compliant analysis of restricted datasets. By bridging distributed high-performance computing with modular NLP workflows, Text+ provides a scalable ecosystem for reproducible, automated analysis of complex data structures across diverse scientific domains.

MPI GWDG
NFDI Consortium Text+

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