SOFAI-LM: A Cognitive Architecture for Building Efficient and Reliable Reasoning Systems with LLMs
- Vedant Khandelwal
- Francesca Rossi
- et al.
- 2026
- AAAI 2026
Tutorial
Publications
235 results for Knowledge and Reasoning
STAR: Self-Automated Back-Querying for Production Data Generation
- Kellen Cheng
- Anna Lisa Gentile
- et al.
- 2025
- IJCNLP-AACL 2025
Conference paperAgentic Workflows for Gap-Aware Literature Reviews
- 2025
- AGU 2025
Conference paperBuilding Trustworthy AI Collaborators: Factuality and Source Attribution in Agentic Workflows
- 2025
- AGU 2025
Conference paperEnhancing Geospatial Chain-of-Thought Reasoning in Visual Question Answering Models for Multispectral Remote Sensing Data
- Shambhavi Shanker
- Manikandan Padmanaban
- et al.
- 2025
- AGU 2025
PosterAdvances in Emulating Earth System Models
- Björn Lütjens
- Kalyn Dorheim
- et al.
- 2025
- AGU 2025
WorkshopKL-Regularized RLHF with Multiple Reference Models: Exact Solutions and Sample Complexity
- Gholamali Aminian
- Amir R Asadi
- et al.
- 2025
- NeurIPS 2025
Conference paperKnow What You Don't Know: Uncertainty Calibration of Process Reward Models
- Young Jin Park
- Kristjan Greenewald
- et al.
- 2025
- NeurIPS 2025
Conference paperCausally Reliable Concept Bottleneck Models
- Giovanni De Felice
- Arianna Casanova Flores
- et al.
- 2025
- NeurIPS 2025
Conference paperRepresentation Similarity Reveals Implicit Layer Grouping in Neural Networks
- Tian Gao
- Amit Dhurandhar
- et al.
- 2025
- NeurIPS 2025
Workshop paper