| 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 | 888 | 2022 |
| Soft merging of experts with adaptive routing M Muqeeth, H Liu, C Raffel Transactions on Machine Learning Research, 2023 | 38 | 2023 |
| 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 | 35 | 2022 |
| Learning to route among specialized experts for zero-shot generalization M Muqeeth, H Liu, Y Liu, C Raffel International Conference on Machine Learning, 2024 | 24 | 2024 |
| A survey on model moerging: Recycling and routing among specialized experts for collaborative learning P Yadav, C Raffel, M Muqeeth, L Caccia, H Liu, T Chen, M Bansal, ... arXiv preprint arXiv:2408.07057, 2024 | 15 | 2024 |
| 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 | 12 | 2023 |
| 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 |