Artificial intelligence has journeyed from symbolic logic to the transformative potential of large language models (LLMs), ushering in an era where AI agents mimic human intelligence with autonomy, reactivity, pro-activeness, and social ability. As LLM-based agents evolve, they promise a future of...
large language modelsLLM-based agentsAI agentsagent societyFor a long time, researchers have sought artificial intelligence (AI) that matches or exceeds human intelligence. AI agents, which are artificial entities capable of sensing the environment, making decisions, and taking actions, are seen as ...
One of the major barriers to using large language models (LLMs) in medicine is the perception they use uninterpretable methods to make clinical decisions that are inherently different from the cognitive processes of clinicians. In this manuscript we develop diagnostic reasoning prompts to study whethe...
2)Language models possess reasoning after reasoning capacity reaches a certain scale in size. Specifically, it has been demonstrated that the representativeChain-of-Thought(CoT) method can guild LLMs to generate rationales to elicit the reasoning capacities of large language models and this action hap...
GPTs are GPTs: An early look at the labor market impact potential of large language models | OpenAI March 17, 2023 GPTs are GPTs: An early look at the labor market impact potential of large language models Read paper(opens in a new window) Abstract We investigate the potential ...
Large language models (LLMs) have demonstrated remarkable capabilities in natural language processing tasks, including conversation, in-context learning, r... L Zhang,J Shu,J Hu,... - Electronics (2079-9292) 被引量: 0发表: 2024年 Leveraging the Potential of Large Language Models in Education...
We investigate the potential implications of large language models (LLMs), such as Generative Pre-trained Transformers (GPTs), on the U.S. labor market, focusing on the increased capabilities arising from LLM-powered software compared to LLMs on their own. Using a new rubric, we assess occup...
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This work evaluates the multitask, multilingual and multimodal aspects of ChatGPT using 21 data sets covering 8 different common NLP application tasks. [2023/06] LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models. Yen-Ting Lin et al. ...
Large language models (LLMs) and multi-modal large language models (MLLMs) represent the cutting-edge in artificial intelligence. This review provides a comprehensive overview of their capabilities and potential impact on radiology. Unlike most existing literature reviews focusing solely on LLMs, this...