A Systematic Benchmarking Methodology for Efficient LLM Inference Evaluation
- Zhuoran Liu
- Nelson Mimura Gonzalez
- et al.
- 2025
- SC 2025
Talk
Publications
840 results for Foundation Models
Training-Control-as-Code: Towards a declarative solution to control training
- Padmanabha Venkatagiri Seshadri
- Harikrishnan Balagopal
- et al.
- 2025
- ASE 2025
Demo paperPioneering Time Series Foundation Models with Tiny-Scale Architectures
- 2025
- IBISML 2025
Invited talkRobust Pre-Training of Time-Series Foundation Models
- 2025
- IBISML 2025
PosterEarly Classification method with Time-series Foundation Models
- Shingo Higashiguchi
- Takayuki Katsuki
- et al.
- 2025
- IBISML 2025
PosterAutomatically 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.
PaperDeclarative Techniques for NL Queries over Heterogeneous Data
- Elham Khabiri
- Jeff Kephart
- et al.
- 2025
- EMNLP 2025
Conference paperSIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models
- Debarun Bhattacharjya
- Balaji Ganesan
- et al.
- 2025
- EMNLP 2025
PaperFactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models
- Radu Marinescu
- Debarun Bhattacharjya
- et al.
- 2025
- EMNLP 2025
PaperFine-Tuned Thoughts: Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring
- Shuxin Lin
- Dhaval Patel
- et al.
- 2025
- EMNLP 2025
Paper