Can I read SelfCite: Self-Supervised Citation Alignment on EtoBox?
SelfCite: Self-Supervised Citation Alignment by sypxjtu is a document available to read on EtoBox.
What is SelfCite: Self-Supervised Citation Alignment about?
SelfCite is a self-supervised method designed to enhance citation quality in large language models (LLMs) by using context ablation to evaluate the necessity and sufficiency of citations without requiring human annotations. The approach significantly improves citation accuracy, achieving up to a 5.3 point increase in F1 scores on the LongBench-Cite benchmark across various long-form question answering tasks. By integrating a self-computed reward signal into a best-of-N sampling strategy, SelfCite demonstrat
- Author
- sypxjtu
- Language
- EN