Knowledge conflicts for llms: A survey
This survey provides an in-depth analysis of knowledge conflicts for large language models
(LLMs), highlighting the complex challenges they encounter when blending contextual and …
(LLMs), highlighting the complex challenges they encounter when blending contextual and …
Logical Consistency of Large Language Models in Fact-checking
In recent years, large language models (LLMs) have demonstrated significant success in
performing varied natural language tasks such as language translation, question-answering …
performing varied natural language tasks such as language translation, question-answering …
Does Instruction Tuning Make LLMs More Consistent?
C Fierro, J Li, A Søgaard - arXiv preprint arXiv:2404.15206, 2024 - arxiv.org
The purpose of instruction tuning is enabling zero-shot performance, but instruction tuning
has also been shown to improve chain-of-thought reasoning and value alignment (Si et al …
has also been shown to improve chain-of-thought reasoning and value alignment (Si et al …