Few-shot parameter-efficient fine-tuning is better and cheaper than in-context learning H Liu, D Tam, M Muqeeth, J Mohta, T Huang, M Bansal, CA Raffel Advances in Neural Information Processing Systems 35, 1950-1965, 2022 | 423 | 2022 |
Alignment-Augmented Consistent Translation for Multilingual Open Information Extraction K Kolluru, M Muqeeth, S Mittal, S Chakrabarti, M . Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 26 | 2022 |
Soft merging of experts with adaptive routing M Muqeeth, H Liu, C Raffel arXiv preprint arXiv:2306.03745, 2023 | 8 | 2023 |
Git-theta: A git extension for collaborative development of machine learning models N Kandpal, B Lester, M Muqeeth, A Mascarenhas, M Evans, V Baskaran, ... International Conference on Machine Learning, 15708-15719, 2023 | 5 | 2023 |
Learning to Route Among Specialized Experts for Zero-Shot Generalization M Muqeeth, H Liu, Y Liu, C Raffel arXiv preprint arXiv:2402.05859, 2024 | 2 | 2024 |
Models with Conditional Computation Learn Suboptimal Solutions M Muqeeth, H Liu, C Raffel I Can't Believe It's Not Better Workshop: Understanding Deep Learning …, 2022 | 2* | 2022 |