A survey on llm-gernerated text detection: Necessity, methods, and future directions
The powerful ability to understand, follow, and generate complex language emerging from
large language models (LLMs) makes LLM-generated text flood many areas of our daily …
large language models (LLMs) makes LLM-generated text flood many areas of our daily …
A survey on detection of llms-generated content
The burgeoning capabilities of advanced large language models (LLMs) such as ChatGPT
have led to an increase in synthetic content generation with implications across a variety of …
have led to an increase in synthetic content generation with implications across a variety of …
Detecting multimedia generated by large ai models: A survey
The rapid advancement of Large AI Models (LAIMs), particularly diffusion models and large
language models, has marked a new era where AI-generated multimedia is increasingly …
language models, has marked a new era where AI-generated multimedia is increasingly …
A fine-tuning enhanced RAG system with quantized influence measure as AI judge
K Rangan, Y Yin - Scientific Reports, 2024 - nature.com
This study presents an innovative enhancement to retrieval-augmented generation (RAG)
systems by seamlessly integrating fine-tuned large language models (LLMs) with vector …
systems by seamlessly integrating fine-tuned large language models (LLMs) with vector …
AuthentiGPT: Detecting machine-generated text via black-box language models denoising
Large language models (LLMs) have opened up enormous opportunities while
simultaneously posing ethical dilemmas. One of the major concerns is their ability to create …
simultaneously posing ethical dilemmas. One of the major concerns is their ability to create …
[HTML][HTML] Toward the Adoption of Explainable Pre-Trained Large Language Models for Classifying Human-Written and AI-Generated Sentences
Pre-trained large language models have demonstrated impressive text generation
capabilities, including understanding, writing, and performing many tasks in natural …
capabilities, including understanding, writing, and performing many tasks in natural …
Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit's Showerthoughts
T Buz, B Frost, N Genchev, M Schneider… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent Large Language Models (LLMs) have shown the ability to generate content that is
difficult or impossible to distinguish from human writing. We investigate the ability of …
difficult or impossible to distinguish from human writing. We investigate the ability of …
Erkennungsverfahren für KI-generierte Texte: Überblick und Architekturentwurf
T Pröhl, R Mohrhardt, N Förster, E Putzier… - HMD Praxis der …, 2024 - Springer
Zusammenfassung Durch Transformer-basierte KI-Systeme wurden große Fortschritte, ua in
den Bereichen Textverarbeitung und-verständnis, erreicht. Diese Deep-Learning-Modelle …
den Bereichen Textverarbeitung und-verständnis, erreicht. Diese Deep-Learning-Modelle …
A Method for AI-generated sentence detection through Large Language Models
In recent years, we have seen an impressive expansion of a family of Artificial intelligence
models, known as generative AI, that are capable of producing fresh, unique material …
models, known as generative AI, that are capable of producing fresh, unique material …
Are You Human? An Adversarial Benchmark to Expose LLMs
Large Language Models (LLMs) have demonstrated an alarming ability to impersonate
humans in conversation, raising concerns about their potential misuse in scams and …
humans in conversation, raising concerns about their potential misuse in scams and …