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The rise and potential of large language model based agents: A survey
For 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 …
human intelligence. AI agents, which are artificial entities capable of sensing the …
A comprehensive overview of large language models
Large Language Models (LLMs) have recently demonstrated remarkable capabilities in
natural language processing tasks and beyond. This success of LLMs has led to a large …
natural language processing tasks and beyond. This success of LLMs has led to a large …
[HTML][HTML] ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope
PP Ray - Internet of Things and Cyber-Physical Systems, 2023 - Elsevier
In recent years, artificial intelligence (AI) and machine learning have been transforming the
landscape of scientific research. Out of which, the chatbot technology has experienced …
landscape of scientific research. Out of which, the chatbot technology has experienced …
Challenges and applications of large language models
Large Language Models (LLMs) went from non-existent to ubiquitous in the machine
learning discourse within a few years. Due to the fast pace of the field, it is difficult to identify …
learning discourse within a few years. Due to the fast pace of the field, it is difficult to identify …
In-context impersonation reveals Large Language Models' strengths and biases
In everyday conversations, humans can take on different roles and adapt their vocabulary to
their chosen roles. We explore whether LLMs can take on, that is impersonate, different roles …
their chosen roles. We explore whether LLMs can take on, that is impersonate, different roles …
Reasoning with language model prompting: A survey
Reasoning, as an essential ability for complex problem-solving, can provide back-end
support for various real-world applications, such as medical diagnosis, negotiation, etc. This …
support for various real-world applications, such as medical diagnosis, negotiation, etc. This …
Large language models as general pattern machines
We observe that pre-trained large language models (LLMs) are capable of autoregressively
completing complex token sequences--from arbitrary ones procedurally generated by …
completing complex token sequences--from arbitrary ones procedurally generated by …
ChatGPT and generative artificial intelligence: an exploratory study of key benefits and challenges in operations and supply chain management
ChatGPT and generative artificial intelligence (Gen-AI) are transforming firms and supply
chains. However, the empirical literature reporting the benefits, challenges, and outlook of …
chains. However, the empirical literature reporting the benefits, challenges, and outlook of …
Embers of autoregression show how large language models are shaped by the problem they are trained to solve
The widespread adoption of large language models (LLMs) makes it important to recognize
their strengths and limitations. We argue that to develop a holistic understanding of these …
their strengths and limitations. We argue that to develop a holistic understanding of these …
Playing repeated games with large language models
Large Language Models (LLMs) are transforming society and permeating into diverse
applications. As a result, LLMs will frequently interact with us and other agents. It is …
applications. As a result, LLMs will frequently interact with us and other agents. It is …