Comparative Study of Open-source LLMs for text classification and knowledge extraction in the Material Discovery Domain
- Viviane T. Silva
- Anaximandro Souza
- et al.
- 2025
- ACS Spring 2025
Alexandre Rademaker
Title
Senior Research Scientist
Bio
Bachelor's at Computer Science from UFRJ (2001), master's at Computer Science from UFF (2005) and doctorate at Computer Science from PUC-Rio (2010). I have experience in Computer Science on the following subjects: description logic, proof theory, ontology, functional programming and category theory.
Publications
ULKB Logic: A HOL-based Framework for Reasoning over Knowledge Graphs
- 2025
- Science of Computer Programming
Automated, LLM enabled extraction of synthesis details for reticular materials from scientific literature
- 2024
- NeurIPS 2024
Dataset of Reticular Materials' Syntheses Automatically Created from PDFs by using LLMs
- 2024
- ACS Fall 2024
Deductive Verification of LLM generated SPARQL queries
- 2024
- LREC-COLING 2024
Extracting higher-order logic formulas from English sentences
- 2023
- ICNLSP 2023
ULKB Logic: A HOL-based framework for reasoning over knowledge graphs
- 2023
- SBMF 2023
PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems Evaluation
- Ishan Jindal
- Alexandre Rademaker
- et al.
- 2023
- EACL 2023
Semantic Parsing and Sense Tagging the Princeton WordNet Gloss Corpus
- Alexandre Rademaker
- Abhishek Basu
- et al.
- 2023
- GWC 2023
Universal Proposition Bank 2.0
- Ishan Jindal
- Alexandre Rademaker
- et al.
- 2022
- LREC 2022
Patents
Top collaborators
GF
Guilherme Augusto Ferreira Lima
Research Scientist
VT
Viviane Torres Da Silva
Senior Research Scientist, Manager
RN
Rodrigo Neumann Barros Ferreira
Senior Research Scientist
MS
Mathias B Steiner
Manager and Senior Technical Staff Member, Sustainable Materials