16 citations · 44 across the 11 of their papers we have counts for
3 papers · 1 filter
A large collection of bioinformatics question-query pairs over federated knowledge graphs: methodology and applications
Jerven Bolleman, Vincent Emonet, Adrian Altenhoff +14
Background. In the last decades, several life science resources have structured data using the same framework and made these accessible using the same query language to facilitate…
LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs
Vincent Emonet, Jerven Bolleman, Severine Duvaud +2
We introduce a Retrieval-Augmented Generation (RAG) system for translating user questions into accurate federated SPARQL queries over bioinformatics knowledge graphs (KGs) leveragi…
SPARQL Generation: an analysis on fine-tuning OpenLLaMA for Question Answering over a Life Science Knowledge Graph
Julio C. Rangel, Tarcisio Mendes de Farias, Ana Claudia Sima +1
The recent success of Large Language Models (LLM) in a wide range of Natural Language Processing applications opens the path towards novel Question Answering Systems over Knowledge…