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 …
PDF Cite
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 …
PDF Cite Code
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 …
PDF Cite
Generative AI for Complex Scenarios: Language Models are Sequence Processors