[PDF][PDF] Are large multimodal foundation models all we need? On opportunities and challenges of these models in education

S Küchemann, KE Avila, Y Dinc, C Hortmann… - EdAr**v, 2024 - researchgate.net
Large language models have made great advances in the past years, creating compelling
responses to extended verbal inputs. After the release of ChatGPT 3.5, researchers have …

Risk management strategy for generative AI in computing education: how to handle the strengths, weaknesses, opportunities, and threats?

N Humble - International Journal of Educational Technology in …, 2024 - Springer
The idea of Artificial intelligence (AI) has a long history in both research and fiction and has
been applied in educational settings since the 1970s. However, the topic of AI underwent a …

[PDF][PDF] Detecting ai-generated sentences in human-ai collaborative hybrid texts: Challenges, strategies, and insights

Z Zeng, S Liu, L Sha, Z Li, K Yang, S Liu, D Gaševic… - IJCAI …, 2024 - researchgate.net
This study explores the challenge of sentencelevel AI-generated text detection within human-
AI collaborative hybrid texts (abbreviated as hybrid texts). Existing studies of AI-generated …

Ai-generated text boundary detection with roft

L Kushnareva, T Gaintseva, G Magai… - 1st Conference on …, 2024 - hal.science
Due to the rapid development of large language models, people increasingly often
encounter texts that may start as written by a human but continue as machine-generated …

GigaCheck: Detecting LLM-generated Content

I Tolstykh, A Tsybina, S Yakubson, A Gordeev… - arxiv preprint arxiv …, 2024 - arxiv.org
With the increasing quality and spread of LLM-based assistants, the amount of LLM-
generated content is growing rapidly. In many cases and tasks, such texts are already …

Overview of the 2024 alta shared task: Detect automatic ai-generated sentences for human-ai hybrid articles

D Mollá, Q Xu, Z Zeng, Z Li - arxiv preprint arxiv:2412.17848, 2024 - arxiv.org
The ALTA shared tasks have been running annually since 2010. In 2024, the purpose of the
task is to detect machine-generated text in a hybrid setting where the text may contain …

Generative AI in Higher Education: Uncertain Students, Ambiguous Use Cases, and Mercenary Perspectives

BW Stone - Teaching of Psychology, 2024 - journals.sagepub.com
Background: Students in higher education are using generative artificial intelligence (AI)
despite mixed messages and contradictory policies. Objective: This study helps answer …

Simple models are all you need: Ensembling stylometric, part-of-speech, and information-theoretic models for the ALTA 2024 Shared Task

J Thomas, GB Hoang, L Mitchell - … of the 22nd Annual Workshop of …, 2024 - aclanthology.org
The ALTA 2024 shared task concerned automated detection of AI-generated text. Large
language models (LLM) were used to generate hybrid documents, where individual …

Investigating generative AI models and detection techniques: impacts of tokenization and dataset size on identification of AI-generated text

H Hua, CJ Yao - Frontiers in Artificial Intelligence, 2024 - frontiersin.org
Generative AI models, including ChatGPT, Gemini, and Claude, are increasingly significant
in enhancing K–12 education, offering support across various disciplines. These models …

SCAR: Efficient Instruction-Tuning for Large Language Models via Style Consistency-Aware Response Ranking

Z Li, Y Hua, TT Vu, H Zhan, L Qu, G Haffari - arxiv preprint arxiv …, 2024 - arxiv.org
Recent studies have shown that maintaining a consistent response style by human experts
and enhancing data quality in training sets can significantly improve the performance of fine …