ChatGPT: The end of online exam integrity?

T Susnjak, TR McIntosh - Education Sciences, 2024 - mdpi.com
This study addresses the significant challenge posed by the use of Large Language Models
(LLMs) such as ChatGPT on the integrity of online examinations, focusing on how these …

Llm evaluators recognize and favor their own generations

A Panickssery, SR Bowman, S Feng - arxiv preprint arxiv:2404.13076, 2024 - arxiv.org
Self-evaluation using large language models (LLMs) has proven valuable not only in
benchmarking but also methods like reward modeling, constitutional AI, and self-refinement …

Lrq-fact: Llm-generated relevant questions for multimodal fact-checking

A Beigi, B Jiang, D Li, T Kumarage, Z Tan… - arxiv preprint arxiv …, 2024 - arxiv.org
Human fact-checkers have specialized domain knowledge that allows them to formulate
precise questions to verify information accuracy. However, this expert-driven approach is …

Model attribution in llm-generated disinformation: A domain generalization approach with supervised contrastive learning

A Beigi, Z Tan, N Mudiam, C Chen… - 2024 IEEE 11th …, 2024 - ieeexplore.ieee.org
Model attribution for LLM-generated disinformation poses a significant challenge in
understanding its origins and mitigating its spread. This task is especially challenging …

EMTeC: A Corpus of Eye Movements on Machine-Generated Texts

LS Bolliger, P Haller, ICR Cretton, DR Reich… - arxiv preprint arxiv …, 2024 - arxiv.org
The Eye Movements on Machine-Generated Texts Corpus (EMTeC) is a naturalistic eye-
movements-while-reading corpus of 107 native English speakers reading machine …

Human vs. Machine: A Comparative Study on the Detection of AI-Generated Content

A Boutad**e, F Harrag, K Shaalan - ACM Transactions on Asian and …, 2024 - dl.acm.org
The surge in advancements in large language models (LLMs) has expedited the generation
of synthetic text imitating human writing styles. This, however, raises concerns about the …

Ontology-Aware RAG for Improved Question-Answering in Cybersecurity Education

C Zhao, G Agrawal, T Kumarage, Z Tan, Y Deng… - arxiv preprint arxiv …, 2024 - arxiv.org
Integrating AI into education has the potential to transform the teaching of science and
technology courses, particularly in the field of cybersecurity. AI-driven question-answering …

MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts

D Macko, J Kopal, R Moro, I Srba - arxiv preprint arxiv:2406.12549, 2024 - arxiv.org
Recent LLMs are able to generate high-quality multilingual texts, indistinguishable for
humans from authentic human-written ones. Research in machine-generated text detection …

[PDF][PDF] TEXT CLASSIFICATION IN DETECTION OF AI-GENERATED CONTENT USING BERT

E Walker, L Evans, A Mitchell, Z Zhang, R Patel, I Chen - researchgate.net
Recent advancements in artificial intelligence have raised concerns about the authenticity of
text, prompting the need for effective detection methods for AI-generated content. In this …