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Knowledge Engineering Using Large Language Models [PDF]

Transactions on Graph Data and Knowledge, 2023
Knowledge engineering is a discipline that focuses on the creation and maintenance of processes that generate and apply knowledge. Traditionally, knowledge engineering approaches have focused on knowledge expressed in formal languages.
Allen, Bradley P., Stork, Lise, Groth, Paul   +2 more
doaj   +5 more sources

Large language models in medicine

Nature Medicine, 2023
Large language models (LLMs) can respond to free-text queries without being specifically trained in the task in question, causing excitement and concern about their use in healthcare settings. ChatGPT is a generative artificial intelligence (AI) chatbot produced through sophisticated fine-tuning of an LLM, and other tools are emerging through similar ...
Arun James Thirunavukarasu
exaly   +3 more sources

Large language models robustness against perturbation [PDF]

Scientific Reports
Large Language Models (LLMs) have demonstrated impressive performance across various natural language processing (NLP) tasks, including text summarization, classification, and generation.
Saeed S. Alahmari, Lawrence Hall, Peter R. Mouton, Dmitry Goldgof   +3 more
doaj   +2 more sources

Large Language Models

NEJM Evidence, 2023
Large Language ModelsIn the latest edition of Stats, STAT!, Fralick and colleagues explain the statistics behind large language models - used in chat bots like ChatGPT and Bard. While these new tools may seem remarkably intelligent, at their core they just assemble sentences based on statistics from large amounts of text.
Michael, Fralick, Chana A, Sacks, Daniel, Muller, Tim, Vining, Emily, Ling, Jeffrey M, Drazen, C Corey, Hardin   +6 more
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Large Language Models in Medicine [PDF]

Healthcare Informatics Research
Jinwook Choi
doaj   +3 more sources

Large Language Models are Not Models of Natural Language: They are Corpus Models

IEEE Access, 2022
Natural Language Processing (NLP) has become one of the leading application areas in the current Artificial Intelligence boom. Transfer learning has enabled large deep learning neural networks trained on the language modeling task to vastly improve ...
Csaba Veres
doaj   +1 more source

Large Language Models and Logical Reasoning

Encyclopedia, 2023
In deep learning, large language models are typically trained on data from a corpus as representative of current knowledge. However, natural language is not an ideal form for the reliable communication of concepts.
Robert Friedman
doaj   +1 more source

Large language models and political science

Frontiers in Political Science, 2023
Large Language Models (LLMs) are a type of artificial intelligence that uses information from very large datasets to model the use of language and generate content.
Mitchell Linegar, Rafal Kocielnik, R. Michael Alvarez, R. Michael Alvarez   +3 more
doaj   +1 more source

Artificial Intelligence and Large Language Models: Editorial Reflections [PDF]

Turkish Journal of Anaesthesiology and Reanimation
Zekeriyya Alanoğlu, Serkan Tulgar, Alper Kılıçaslan, Özlem Selvi Can   +3 more
doaj   +2 more sources

Consistent Responses to Paraphrased Questions as Evidence Against Hallucination: A Study on Hallucinations in LLMs [PDF]

International Journal of Web Research
The increasing adoption of large language models (LLMs) has intensified concerns about hallucinations—outputs that are syntactically fluent but factually incorrect.
Tara Zare, Mehrnoush Shamsfard
doaj   +1 more source