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   Articles with "generated texts" as a keyword



Can we trust academic AI detective? Accuracy and limitations of AI-output detectors

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recommendations! Published in 2025 at "Acta Neurochirurgica"

DOI: 10.1007/s00701-025-06622-4

Abstract: This study evaluates the reliability and accuracy of AI-generated text detection tools in distinguishing human-authored academic content from AI-generated texts, highlighting potential challenges and ethical considerations in their application within the scientific community. This study… read more here.

Keywords: generated content; generated texts; accuracy; output detectors ... See more keywords

Classification of human- and AI-generated texts for different languages and domains

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recommendations! Published in 2024 at "International Journal of Speech Technology"

DOI: 10.1007/s10772-024-10143-3

Abstract: Chatbots based on large language models (LLMs) like ChatGPT are available to the wide public. These tools can for instance be used by students to generate essays or whole theses from scratch or by rephrasing… read more here.

Keywords: detection; text; generated rephrased; generated texts ... See more keywords

Detection of AI-Generated Texts: A Bi-LSTM and Attention-Based Approach

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recommendations! Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3562750

Abstract: This paper presents a novel algorithm that leverages cutting-edge machine-learning techniques to accurately and efficiently detect AI-generated texts. Rapid advancements in natural language processing models have led to the generation of text closely resembling human… read more here.

Keywords: detection; proposed model; attention; generated texts ... See more keywords

Natural Language Statistical Features of LSTM-Generated Texts

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recommendations! Published in 2019 at "IEEE Transactions on Neural Networks and Learning Systems"

DOI: 10.1109/tnnls.2019.2890970

Abstract: Long short-term memory (LSTM) networks have recently shown remarkable performance in several tasks that are dealing with natural language generation, such as image captioning or poetry composition. Yet, only few works have analyzed text generated… read more here.

Keywords: statistical features; language statistical; natural language; lstm generated ... See more keywords