In-depth Analysis of LLM-based Schema Linking
- George Katsogiannis-meimarakis
- Katya Mirylenka
- et al.
- 2026
- EDBT 2026
Publications
225 results for Knowledge and Reasoning
From Benchmarks to Business Impact: Deploying IBM Generalist Agent in Enterprise Production
- Segev Shlomov
- Alon Oved
- et al.
- 2026
- IAAI 2026
SOFAI-LM: A Cognitive Architecture for Building Efficient and Reliable Reasoning Systems with LLMs
- Vedant Khandelwal
- Francesca Rossi
- et al.
- 2026
- AAAI 2026
STAR: Self-Automated Back-Querying for Production Data Generation
- Kellen Cheng
- Anna Lisa Gentile
- et al.
- 2025
- IJCNLP-AACL 2025
Agentic Workflows for Gap-Aware Literature Reviews
- 2025
- AGU 2025
Building Trustworthy AI Collaborators: Factuality and Source Attribution in Agentic Workflows
- 2025
- AGU 2025
Enhancing Geospatial Chain-of-Thought Reasoning in Visual Question Answering Models for Multispectral Remote Sensing Data
- Shambhavi Shanker
- Manikandan Padmanaban
- et al.
- 2025
- AGU 2025
Advances in Emulating Earth System Models
- Björn Lütjens
- Kalyn Dorheim
- et al.
- 2025
- AGU 2025
Causally Reliable Concept Bottleneck Models
- Giovanni De Felice
- Arianna Casanova Flores
- et al.
- 2025
- NeurIPS 2025
Know What You Don't Know: Uncertainty Calibration of Process Reward Models
- Young Jin Park
- Kristjan Greenewald
- et al.
- 2025
- NeurIPS 2025