Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
- Ziyao Wang
- Muneeza Azmat
- et al.
- 2025
- ICML 2025
Conference paper
Publications
65 results for Mikhail Yurochkin
Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead
- Rickard Gabrielsson
- Jiacheng Zhu
- et al.
- 2025
- ICML 2025
Conference paperSPRI: Aligning Large Language Models with Context-Situated Principles
- Hongli Zhan
- Muneeza Azmat
- et al.
- 2025
- ICML 2025
Conference paperThe future of open human feedback
- Shachar Don-Yehiya
- Ben Burtenshaw
- et al.
- 2025
- Nature Machine Intelligence
PaperLiveXiv - A Multi-Modal live benchmark based on Arxiv papers content
- Nimrod Shabtay
- Felipe Maia Polo
- et al.
- 2025
- ICLR 2025
Conference paperA transfer learning framework for weak to strong generalization
- Seamus Somerstep
- Felipe Maia Polo
- et al.
- 2025
- ICLR 2025
Conference paperOut-of-Distribution Detection using Synthetic Data Generation
- Momin Abbas
- Muneeza Azmat
- et al.
- 2025
- ICLR 2025
Workshop paperHow does overparametrization affect performance on minority groups?
- Saptarshi Roy
- Subha Maity
- et al.
- 2025
- TMLR
PaperDistributional Preference Alignment of LLMs via Optimal Transport
- Igor Melnyk
- Youssef Mroueh
- et al.
- 2024
- NeurIPS 2024
Conference paperEfficient multi-prompt evaluation of LLMs
- Felipe Maia Polo
- Ronald Xu
- et al.
- 2024
- NeurIPS 2024
Conference paper