Papers by Xiu Yan
Unleashing the Potential of Large Language Models through Spectral Modulation (2024.findings-emnlp)
Copied to clipboard
| Challenge: | Large Language Models (LLMs) have demonstrated impressive capabilities across various domains, garnering significant attention from both academia and industry. |
| Approach: | They propose to conduct spectral modulation in the parameter space of LLMs to integrate with various models in a plug-and-play manner. |
| Outcome: | The proposed approach improves performance by 10.12% with spectral modulation. |