Combating misinformation in the age of llms: Opportunities and challenges
Misinformation such as fake news and rumors is a serious threat for information ecosystems
and public trust. The emergence of large language models (LLMs) has great potential to …
and public trust. The emergence of large language models (LLMs) has great potential to …
Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …
Trustllm: Trustworthiness in large language models
Large language models (LLMs), exemplified by ChatGPT, have gained considerable
attention for their excellent natural language processing capabilities. Nonetheless, these …
attention for their excellent natural language processing capabilities. Nonetheless, these …
A survey of hallucination in large foundation models
Hallucination in a foundation model (FM) refers to the generation of content that strays from
factual reality or includes fabricated information. This survey paper provides an extensive …
factual reality or includes fabricated information. This survey paper provides an extensive …
[HTML][HTML] Position: TrustLLM: Trustworthiness in large language models
Large language models (LLMs) have gained considerable attention for their excellent
natural language processing capabilities. Nonetheless, these LLMs present many …
natural language processing capabilities. Nonetheless, these LLMs present many …
Raven: In-context learning with retrieval augmented encoder-decoder language models
In this paper, we investigate the in-context learning ability of retrieval-augmented encoder-
decoder language models. We first conduct a comprehensive analysis of the state-of-the-art …
decoder language models. We first conduct a comprehensive analysis of the state-of-the-art …
Large language models for education: A survey and outlook
The advent of Large Language Models (LLMs) has brought in a new era of possibilities in
the realm of education. This survey paper summarizes the various technologies of LLMs in …
the realm of education. This survey paper summarizes the various technologies of LLMs in …
Towards fine-grained citation evaluation in generated text: A comparative analysis of faithfulness metrics
Large language models (LLMs) often produce unsupported or unverifiable content, known
as" hallucinations." To mitigate this, retrieval-augmented LLMs incorporate citations …
as" hallucinations." To mitigate this, retrieval-augmented LLMs incorporate citations …
A survey of large language models attribution
Open-domain generative systems have gained significant attention in the field of
conversational AI (eg, generative search engines). This paper presents a comprehensive …
conversational AI (eg, generative search engines). This paper presents a comprehensive …
Creativity support in the age of large language models: An empirical study involving emerging writers
The development of large language models (LLMs) capable of following instructions and
engaging in conversational interactions sparked increased interest in their utilization across …
engaging in conversational interactions sparked increased interest in their utilization across …