Publications

843 results for Foundation Models

tinyBenchmarks: evaluating LLMs with fewer examples
- - Felipe Maia Polo
  - Lucas Weber
  - et al.
- 2024
- ICLR 2024
Workshop paper
The State of the Art Large Language Models for Knowledge Graph Construction from Text: Techniques, Tools, and Challenges
- - Jennifer D'souza
  - Nandana Mihindukulasooriya
- 2024
- KGC 2024
Invited talk
Enhancing In-context Learning via Linear Probe Calibration
- - Momin Abbas
  - Yi Zhou
  - et al.
- 2024
- AISTATS 2024
Conference paper
Towards Pareto Optimal Throughput in Small Language Model Serving
- - Pol G. Recasens
  - Yue Zhu
  - et al.
- 2024
- EuroSys 2024
Workshop paper
ChemChat | Conversational Expert Assistant in Material Science and Data Visualization
- - Tim Erdmann
  - Sarath Swaminathan
  - et al.
- 2024
- MRS Spring Meeting 2024
Poster
SAR2NDVI: Pre-training for SAR-to-NDVI Image Translation
- - Daiki Kimura
  - Tatsuya Ishikawa
  - et al.
- 2024
- ICASSP 2024
Conference paper
Leveraging Large Language Models in Analytics Practice: Opportunities, Challenges and Best Practices
- - Segev Wasserkrug
  - Arnie Greenland
  - et al.
- 2024
- INFORMS Analytics Conference 2024
Talk
Parameter-Efficient and Prompt Learning for Speech and Language Foundation Models
- - Chao-han Huck Yang
  - Pin-Yu Chen
  - et al.
- 2024
- ICASSP 2024
Tutorial
Zeroth-Order Machine Learning: Fundamental Principles and Emerging Applications in Foundation Models
- - Sijia Liu
  - Zhangyang Wang
  - et al.
- 2024
- ICASSP 2024
Tutorial
Model Reprogramming Outperforms Fine-tuning on Out-of-distribution Data in Text-Image Encoders
- - Andrew Geng
  - Pin-Yu Chen
- 2024
- IEEE SaTML 2024
Conference paper