Maintaining Informative Coherence: Migrating Hallucinations in Large Language Models via Absorbing Markov Chains

Jiemin Wu, Songning Lai, Ruiqiang Xiao +3

Large Language Models (LLMs) are powerful tools for text generation, translation, and summarization, but they often suffer from hallucinations-instances where they fail to maintain…