3 citations · 5 across the 4 of their papers we have counts for
5 papers
Experimental evidence of progressive ChatGPT models self-convergence
Konstantinos F. Xylogiannopoulos, Petros Xanthopoulos, Panagiotis Karampelas +1
Large Language Models (LLMs) that undergo recursive training on synthetically generated data are susceptible to model collapse, a phenomenon marked by the generation of meaningless…
The power of text similarity in identifying AI-LLM paraphrased documents: The case of BBC news articles and ChatGPT
Konstantinos Xylogiannopoulos, Petros Xanthopoulos, Panagiotis Karampelas +1
Generative AI paraphrased text can be used for copyright infringement and the AI paraphrased content can deprive substantial revenue from original content creators. Despite this re…
Multiple Genome Analytics Framework: The Case of All SARS-CoV-2 Complete Variants
Konstantinos Xylogiannopoulos
Pattern detection and string matching are fundamental problems in computer science and the accelerated expansion of bioinformatics and computational biology have made them a core t…
Data Curves Clustering Using Common Patterns Detection
Konstantinos F. Xylogiannopoulos
For the past decades we have experienced an enormous expansion of the accumulated data that humanity produces. Daily a numerous number of smart devices, usually interconnected over…
Exhaustive Exact String Matching: The Analysis of the Full Human Genome
Konstantinos F. Xylogiannopoulos
Exact string matching has been a fundamental problem in computer science for decades because of many practical applications. Some are related to common procedures, such as searchin…