Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency

Taiji Li, Zhi Li, Yin Zhang

Despite large language models (LLMs) have demonstrated impressive performance in various tasks, they are still suffering from the factual inconsistency problem called hallucination…