The State of the Art Large Language Models for Knowledge Graph Construction from Text: Techniques, Tools, and Challenges
- Nandana Mihindukulasooriya
- Jennifer D'souza
- 2025
- KGC 2025
Invited talk
Publications
234 results for Knowledge and Reasoning
OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description
- Alessio Cocchieri
- Giacomo Frisoni
- et al.
- 2025
- NAACL 2025
PaperA Generalist Hanabi Agent
- Arjun Sudhakar
- Hadi Nekoei
- et al.
- 2025
- ICLR 2025
Conference paperReasoning of Large Language Models over Knowledge Graphs with Super-Relations
- Song Wang
- Lin Junhong
- et al.
- 2025
- ICLR 2025
Conference paperEpigraph Based Multilevel Optimization (EMO) for Enhancing Chain-of-Thought Reasoning Capabilities
- Songtao Lu
- Yanna Ding
- et al.
- 2025
- ICASSP 2025
Conference paperComparative 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
TalkTowards Reliable Conversational Data Analytics
- Sihem Amer-Yahia
- Jasmina Bogojeska
- et al.
- 2025
- EDBT 2025
Conference paperFoundation models for materials discovery – current state and future directions
- Edward O. Pyzer-Knapp
- Matteo Manica
- et al.
- 2025
- npj Computational Materials
ReviewNeural Reasoning Networks: Efficient interpretable neural networks with automatic textual explanations
- Steve Carrow
- Kyle Harper Erwin
- et al.
- 2025
- AAAI 2025
PosterULKB Logic: A HOL-based Framework for Reasoning over Knowledge Graphs
- Guilherme Lima
- Alexandre Rademaker
- et al.
- 2025
- Science of Computer Programming
Paper