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A comprehensive overview of large language models
Siren's song in the AI ocean: a survey on hallucination in large language models
While large language models (LLMs) have demonstrated remarkable capabilities across a
range of downstream tasks, a significant concern revolves around their propensity to exhibit …
range of downstream tasks, a significant concern revolves around their propensity to exhibit …
Unifying large language models and knowledge graphs: A roadmap
Large language models (LLMs), such as ChatGPT and GPT4, are making new waves in the
field of natural language processing and artificial intelligence, due to their emergent ability …
field of natural language processing and artificial intelligence, due to their emergent ability …
ChatGPT for good? On opportunities and challenges of large language models for education
Large language models represent a significant advancement in the field of AI. The
underlying technology is key to further innovations and, despite critical views and even bans …
underlying technology is key to further innovations and, despite critical views and even bans …
[HTML][HTML] ChatGPT and other large language models are double-edged swords
rules integrated into its technology. Additionally, users must carefully craft questions or
prompts, providing specific information about a clinical scenario and potential …
prompts, providing specific information about a clinical scenario and potential …
Openagi: When llm meets domain experts
Human Intelligence (HI) excels at combining basic skills to solve complex tasks. This
capability is vital for Artificial Intelligence (AI) and should be embedded in comprehensive AI …
capability is vital for Artificial Intelligence (AI) and should be embedded in comprehensive AI …
Guiding pretraining in reinforcement learning with large language models
Reinforcement learning algorithms typically struggle in the absence of a dense, well-shaped
reward function. Intrinsically motivated exploration methods address this limitation by …
reward function. Intrinsically motivated exploration methods address this limitation by …
ChatGPT for tourism: applications, benefits and risks
Purpose The rapid growth of artificial intelligence is disrupting various industries, including
the tourism sector. This paper aims to outline the applications, benefits and risks of ChatGPT …
the tourism sector. This paper aims to outline the applications, benefits and risks of ChatGPT …
Refusal in language models is mediated by a single direction
Conversational large language models are fine-tuned for both instruction-following and
safety, resulting in models that obey benign requests but refuse harmful ones. While this …
safety, resulting in models that obey benign requests but refuse harmful ones. While this …