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Software testing with large language models: Survey, landscape, and vision
Pre-trained large language models (LLMs) have recently emerged as a breakthrough
technology in natural language processing and artificial intelligence, with the ability to …
technology in natural language processing and artificial intelligence, with the ability to …
[PDF][PDF] 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 …
[PDF][PDF] A survey of large language models
Ever since the Turing Test was proposed in the 1950s, humans have explored the mastering
of language intelligence by machine. Language is essentially a complex, intricate system of …
of language intelligence by machine. Language is essentially a complex, intricate system of …
Jailbreaking chatgpt via prompt engineering: An empirical study
Large Language Models (LLMs), like ChatGPT, have demonstrated vast potential but also
introduce challenges related to content constraints and potential misuse. Our study …
introduce challenges related to content constraints and potential misuse. Our study …
Madlad-400: A multilingual and document-level large audited dataset
We introduce MADLAD-400, a manually audited, general domain 3T token monolingual
dataset based on CommonCrawl, spanning 419 languages. We discuss the limitations …
dataset based on CommonCrawl, spanning 419 languages. We discuss the limitations …
Large models for time series and spatio-temporal data: A survey and outlook
Temporal data, notably time series and spatio-temporal data, are prevalent in real-world
applications. They capture dynamic system measurements and are produced in vast …
applications. They capture dynamic system measurements and are produced in vast …
Prompting palm for translation: Assessing strategies and performance
Large language models (LLMs) that have been trained on multilingual but not parallel text
exhibit a remarkable ability to translate between languages. We probe this ability in an in …
exhibit a remarkable ability to translate between languages. We probe this ability in an in …
Exploring human-like translation strategy with large language models
Large language models (LLMs) have demonstrated impressive capabilities in general
scenarios, exhibiting a level of aptitude that approaches, in some aspects even surpasses …
scenarios, exhibiting a level of aptitude that approaches, in some aspects even surpasses …
Sentimentgpt: Exploiting gpt for advanced sentiment analysis and its departure from current machine learning
This study presents a thorough examination of various Generative Pretrained Transformer
(GPT) methodologies in sentiment analysis, specifically in the context of Task 4 on the …
(GPT) methodologies in sentiment analysis, specifically in the context of Task 4 on the …
Thrilled by your progress! Large language models (GPT-4) no longer struggle to pass assessments in higher education programming courses
This paper studies recent developments in large language models'(LLM) abilities to pass
assessments in introductory and intermediate Python programming courses at the …
assessments in introductory and intermediate Python programming courses at the …