Publications

229 results for Knowledge and Reasoning

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
Talk
Towards Reliable Conversational Data Analytics
- - Sihem Amer-Yahia
  - Jasmina Bogojeska
  - et al.
- 2025
- EDBT 2025
Conference paper
Foundation models for materials discovery – current state and future directions
- - Edward O. Pyzer-Knapp
  - Matteo Manica
  - et al.
- 2025
- npj Computational Materials
Review
Neural Reasoning Networks: Efficient interpretable neural networks with automatic textual explanations
- - Steve Carrow
  - Kyle Harper Erwin
  - et al.
- 2025
- AAAI 2025
Poster
ULKB Logic: A HOL-based Framework for Reasoning over Knowledge Graphs
- - Guilherme Lima
  - Alexandre Rademaker
  - et al.
- 2025
- Science of Computer Programming
Paper
The WHY in Business Processes: Discovery of Causal Execution Dependencies
- - Fabiana Fournier
  - Lior Limonad
  - et al.
- 2025
- Künstl Intell
Paper
Combinatorial Multi-armed Bandits: Arm Selection via Group Testing
- - Arpan Mukherjee
  - Shashanka Ubaru
  - et al.
- 2025
- TMLR
Paper
Compositional Communication with LLMs and Reasoning about Chemical Structures
- - Dmitry Zubarev
  - Sarath Swaminathan
- 2024
- NeurIPS 2024
Workshop paper
Distilling Event Sequence Knowledge From Large Language Models
- - Somin Wadhwa
  - Oktie Hassanzadeh
  - et al.
- 2024
- ISWC 2024
Conference paper
KG2Tables: Your way to generate an STI benchmark for your domain
- - Nora Abdelmageed
  - Ernesto Jiménez-ruiz
  - et al.
- 2024
- ISWC 2024
Poster