Reasoning and Planning

On Large Language Models' Hallucination with Regard to Known Facts

Large language models are successful in answering factoid questions but are also prone to hallucination. We investigate the phenomenon …

Che Jiang, Biqing Qi, Xiangyu Hong, Dayuan Fu, Yang Cheng, Fandong Meng, Mo Yu, Bowen Zhou, Jie Zhou

On Large Language Models' Hallucination with Regard to Known Facts

PaD: Program-aided Distillation Specializes Large Models in Reasoning

While large language models (LLMs) excel in various natural language processing tasks, their huge size and the inaccessibility of …

Xuekai Zhu, Biqing Qi, Kaiyan Zhang, Xinwei Long, Zhouhan Lin, Bowen Zhou

PaD: Program-aided Distillation Specializes Large Models in Reasoning

Generative AI for Complex Scenarios: Language Models are Sequence Processors

Large Language Models (LLMs), exemplified by GPT-4, have transcended traditional boundaries in language processing, demonstrating …

Bowen Zhou, Ning Ding

Generative AI for Complex Scenarios: Language Models are Sequence Processors