Keywords:
- Antibiotic discovery
- Cancer Genomics
- Cytokine stormExplainable AIHealthcare predictive analysisMachine learning for diagnosis
- deep learning
- Domain Knowledge Integration
- evaluation
- Explainable AI
- Factual knowledge
- Graph Neural Networks
- Large Language Models
- Multi-omics Data
- Prompting
- Relation Extraction
- Retrieval-augmented generation
- Sparse Neural Networks
- Synthetic Dataset
Publications of Andre Freitas sorted by journal and type
Diagrams (2021)
| Structuralist analysis for neural network system diagrams, , and , in: Diagrams, 2021 |
Natural Logic Meets Machine Learning Workshop (2021)
| Supporting Context Monotonicity Abstractions in Neural NLI Models, , , , and , in: Natural Logic Meets Machine Learning Workshop, 2021 |
[URL] |
14th International Conference on Computational Semantics (2021)
| Switching Contexts: Transportability Measures for NLP, , , and , in: 14th International Conference on Computational Semantics, 2021 |
[URL] |
16th conference of the European Chapter of the Association for Computational Linguistics (2021)
| Unification-based Reconstruction of Multi-hop Explanations for Science Questions, , and , in: 16th conference of the European Chapter of the Association for Computational Linguistics, 2021 |
[URL] |
EMNLP, 2nd Workshop on Evaluation and Comparison of NLP Systems (2021)
| What is SemEval evaluating? A Systematic Analysis of Evaluation Campaigns in NLP, , , and , in: EMNLP, 2nd Workshop on Evaluation and Comparison of NLP Systems, 2021 |
63rd Annual Meeting of the Association for Computational Linguistics (2025)
| Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs, , , and , in: 63rd Annual Meeting of the Association for Computational Linguistics, Vienna, pages 693–705, Association for Computational Linguistics, 2025 |
[DOI] [URL] |