Publications

205 results for Knowledge and Reasoning

Combinatorial Multi-armed Bandits: Arm Selection via Group Testing
- - Arpan Mukherjee
  - Shashanka Ubaru
  - et al.
- 2025
- TMLR
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
Reasoning of Large Language Models over Knowledge Graphs with Super-Relations
- - Song Wang
  - Lin Junhong
  - et al.
- 2025
- ICLR 2025
A Generalist Hanabi Agent
- - Arjun Sudhakar
  - Hadi Nekoei
  - 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
Towards Reliable Conversational Data Analytics
- - Sihem Amer-yahia
  - Jasmina Bogojeska
  - et al.
- 2025
- EDBT 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
Foundation models for materials discovery – current state and future directions
- - Edward Pyzer-knapp
  - Matteo Manica
  - et al.
- 2025
- npj Computational Materials