Publications

727 results for Foundation Models

The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Language Models
- - Yan Liu
  - Yu Liu
  - et al.
- 2024
- ICLR 2024
AutoVP: An Automated Visual Prompting Framework and Benchmark
- - Hsi-ai Tsao
  - Lei Hsiung
  - et al.
- 2024
- ICLR 2024
Aligners: Decoupling LLMs and Alignment
- - Lilian Ngweta
  - Mayank Agarwal
  - et al.
- 2024
- ICLR 2024
tinyBenchmarks: evaluating LLMs with fewer examples
- - Felipe Maia Polo
  - Lucas Weber
  - et al.
- 2024
- ICLR 2024
Asymmetry in Low-Rank Adapters of Foundation Models
- - Jiacheng Zhu
  - Kristjan Greenewald
  - et al.
- 2024
- ICLR 2024
Empowering Sustainable Finance: Leveraging Large Language Models for Climate-Aware Investments
- - Ayush Jain
  - Manikandan Padmanaban
  - et al.
- 2024
- ICLR 2024
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
Enhancing In-context Learning via Linear Probe Calibration
- - Momin Abbas
  - Yi Zhou
  - et al.
- 2024
- AISTATS 2024
Towards Pareto Optimal Throughput in Small Language Model Serving
- - Pol G. Recasens
  - Yue Zhu
  - et al.
- 2024
- EuroSys 2024
ChemChat | Conversational Expert Assistant in Material Science and Data Visualization
- - Tim Erdmann
  - Sarath Swaminathan
  - et al.
- 2024
- MRS Spring Meeting 2024