Publications

820 results for Foundation Models

Agentic AI for Simulations Workflows
- - Vadim Elisseev
  - Robert Firth
  - et al.
- 2025
- SC 2025
A Systematic Benchmarking Methodology for Efficient LLM Inference Evaluation
- - Zhuoran Liu
  - Nelson Mimura Gonzalez
  - et al.
- 2025
- SC 2025
Training-Control-as-Code: Towards a declarative solution to control training
- - Padmanabha Venkatagiri Seshadri
  - Harikrishnan Balagopal
  - et al.
- 2025
- ASE 2025
Pioneering Time Series Foundation Models with Tiny-Scale Architectures
- - Tomoya Sakai
- 2025
- IBISML 2025
Automatically Calculated Context-Sensitive Features of Connected Speech Improve Prediction of Impairment in Alzheimer's Disease
- - Graham Flick
  - Rachel Ostrand
- 2025
- J. Speech Lang. Hear. Res.
Declarative Techniques for NL Queries over Heterogeneous Data
- - Elham Khabiri
  - Jeff Kephart
  - et al.
- 2025
- EMNLP 2025
SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2025
- EMNLP 2025
FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models
- - Radu Marinescu
  - Debarun Bhattacharjya
  - et al.
- 2025
- EMNLP 2025
Fine-Tuned Thoughts: Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring
- - Shuxin Lin
  - Dhaval Patel
  - et al.
- 2025
- EMNLP 2025
Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist
- - Elizabeth Daly
  - Erik Miehling
  - et al.
- 2025
- EMNLP 2025