Automated tools for FAIRness assessment considering Chemical Digital ObjectsLeonardo Guerreiro AzevedoViviane T. Silvaet al.2025ACS Spring 2025
Comparative Study of Open-source LLMs for text classification and knowledge extraction in the Material Discovery DomainViviane T. SilvaAnaximandro Souzaet al.2025ACS Spring 2025
Study planning assistant: Supporting material discovery with agentic workflowsViviane T. SilvaRenato Fontoura de Gusmao Cerqueiraet al.2025ACS Spring 2025
Automated, LLM enabled extraction of synthesis details for reticular materials from scientific literatureViviane T. SilvaAlexandre Rademakeret al.2024NeurIPS 2024
LLM Store: A KIF Plugin for Wikidata-Based Knowledge Base Completion via LLMsMarcelo MachadoJoão Marcello Bessa Rodrigueset al.2024ISWC 2024
LLM Store: Leveraging Large Language Models as Sources of Wikidata-Structured KnowledgeMarcelo MachadoJoão Marcello Bessa Rodrigueset al.2024ISWC 2024
Dataset of Reticular Materials' Syntheses Automatically Created from PDFs by using LLMsViviane T. SilvaRodrigo Neumann Barros Ferreiraet al.2024ACS Fall 2024
Deductive Verification of LLM generated SPARQL queriesAlexandre RademakerGuilherme Augusto Ferreira Limaet al.2024LREC-COLING 2024
Lessons learned in Knowledge Extraction from Unstructured Data with LLMs for Material DiscoveryViviane T. SilvaJoão Pedro Gandarela de Souzaet al.2024ACS Spring 2024
Integrating ADME-Tox properties of PFAS described in public and private knowledge bases using WikidataGuilherme Augusto Ferreira LimaMarcelo Machadoet al.2024ACS Spring 2024