Yirui Zhan

Guidance: Sentence-Level Citation Enforcement via Prefix-Tail Guidance during LLM Decoding

In correctness-sensitive scenarios, it is crucial for Large Language Models (LLMs) to strictly follow the provided evidence. However, even with reference texts, models often suffer from hallucinations, especially when processing long contexts. Existing work attempts to reinforce the use of citations…