Papers by Sujay Jauhar
Making Large Language Models Better Data Creators (2023.emnlp-main)
Copied to clipboard
| Challenge: | Large language models (LLMs) have advanced the field of NLP significantly, but deploying them for downstream applications is still challenging due to cost, responsiveness, control, or concerns around privacy and security. |
| Approach: | They propose a unified data creation pipeline that requires only a single formatting example. |
| Outcome: | The proposed pipeline can generate data with a single formatting example. |