Publications

219 results for Knowledge and Reasoning

Building Trustworthy AI Collaborators: Factuality and Source Attribution in Agentic Workflows
- - Alessandra Pascale
  - James Barry
  - et al.
- 2025
- AGU 2025
Agentic Workflows for Gap-Aware Literature Reviews
- - Movina Moses
  - Mohab Elkaref
  - et al.
- 2025
- AGU 2025
Learn more about our Knowledge and Reasoning work
KL-Regularized RLHF with Multiple Reference Models: Exact Solutions and Sample Complexity
- - Gholamali Aminian
  - Amir R Asadi
  - et al.
- 2025
- NeurIPS 2025
Think Smarter, Not Harder: Uncertainty Calibration of Process Reward Models
- - Young Jin Park
  - Kristjan Greenewald
  - et al.
- 2025
- NeurIPS 2025
Causally Reliable Concept Bottleneck Models
- - Giovanni De Felice
  - Arianna Casanova Flores
  - et al.
- 2025
- NeurIPS 2025
SemCLIP: A Semantic Memory-Aligned Vision Language Model
- - Tanveer Syeda-Mahmood
  - Niharika DSouza
  - et al.
- 2025
- NeurIPS 2025
Representation Similarity Reveals Implicit Layer Grouping in Neural Networks
- - Tian Gao
  - Amit Dhurandhar
  - et al.
- 2025
- NeurIPS 2025
When Data is the Algorithm: A Systematic Study and Curation of Preference Optimization Datasets
- - Aladin Djuhera
  - Farhan Ahmed
  - et al.
- 2025
- NeurIPS 2025
Leveraging Large Language Models for Suitability Assessment of Electrolytes for Rechargeable Batteries
- - Sina Asuka Klampt
  - Seiji Takeda
  - et al.
- 2025
- MRS Fall Meeting 2025
Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning
- - Massimiliano Pronesti
  - Michela Lorandi
  - et al.
- 2025
- EMNLP 2025