Publications

225 results for Knowledge and Reasoning

Wafer Defect Root Cause Analysis with Partial Trajectory Regression
- - Kohei Miyaguchi
  - Masao Joko
  - et al.
- 2025
- ASMC 2025
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
OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description
- - Alessio Cocchieri
  - Giacomo Frisoni
  - et al.
- 2025
- NAACL 2025
A Generalist Hanabi Agent
- - Arjun Sudhakar
  - Hadi Nekoei
  - et al.
- 2025
- ICLR 2025
Reasoning of Large Language Models over Knowledge Graphs with Super-Relations
- - Song Wang
  - Lin Junhong
  - et al.
- 2025
- ICLR 2025
Epigraph Based Multilevel Optimization (EMO) for Enhancing Chain-of-Thought Reasoning Capabilities
- - Songtao Lu
  - Yanna Ding
  - et al.
- 2025
- ICASSP 2025
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
Towards Reliable Conversational Data Analytics
- - Sihem Amer-Yahia
  - Jasmina Bogojeska
  - et al.
- 2025
- EDBT 2025
Foundation models for materials discovery – current state and future directions
- - Edward O. Pyzer-Knapp
  - Matteo Manica
  - et al.
- 2025
- npj Computational Materials
Neural Reasoning Networks: Efficient interpretable neural networks with automatic textual explanations
- - Steve Carrow
  - Kyle Harper Erwin
  - et al.
- 2025
- AAAI 2025