Machine-generated text: A comprehensive survey of threat models and detection methods
Machine-generated text is increasingly difficult to distinguish from text authored by humans.
Powerful open-source models are freely available, and user-friendly tools that democratize …
Powerful open-source models are freely available, and user-friendly tools that democratize …
Attribution and obfuscation of neural text authorship: A data mining perspective
Two interlocking research questions of growing interest and importance in privacy research
are Authorship Attribution (AA) and Authorship Obfuscation (AO). Given an artifact …
are Authorship Attribution (AA) and Authorship Obfuscation (AO). Given an artifact …
Alpacafarm: A simulation framework for methods that learn from human feedback
Large language models (LLMs) such as ChatGPT have seen widespread adoption due to
their ability to follow user instructions well. Developing these LLMs involves a complex yet …
their ability to follow user instructions well. Developing these LLMs involves a complex yet …
Whose opinions do language models reflect?
Abstract Language models (LMs) are increasingly being used in open-ended contexts,
where the opinions they reflect in response to subjective queries can have a profound …
where the opinions they reflect in response to subjective queries can have a profound …
The science of detecting llm-generated text
ACM: Digital Library: Communications of the ACM ACM Digital Library Communications of the
ACM Volume 67, Number 4 (2024), Pages 50-59 The Science of Detecting LLM-Generated Text …
ACM Volume 67, Number 4 (2024), Pages 50-59 The Science of Detecting LLM-Generated Text …
Automated essay writing: An AIED opinion
M Sharples - International journal of artificial intelligence in …, 2022 - Springer
This opinion piece emerged from research for the book, Story Machines: How Computers
Have Become Creative Writers, by Mike Sharples and Rafael Pérez y Pérez, published by …
Have Become Creative Writers, by Mike Sharples and Rafael Pérez y Pérez, published by …
M4: Multi-generator, multi-domain, and multi-lingual black-box machine-generated text detection
Large language models (LLMs) have demonstrated remarkable capability to generate fluent
responses to a wide variety of user queries. However, this has also raised concerns about …
responses to a wide variety of user queries. However, this has also raised concerns about …
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 …
Do language models plagiarize?
Past literature has illustrated that language models (LMs) often memorize parts of training
instances and reproduce them in natural language generation (NLG) processes. However, it …
instances and reproduce them in natural language generation (NLG) processes. However, it …
Machine-made media: Monitoring the mobilization of machine-generated articles on misinformation and mainstream news websites
HWA Hanley, Z Durumeric - … of the International AAAI Conference on …, 2024 - ojs.aaai.org
As large language models (LLMs) like ChatGPT have gained traction, an increasing number
of news websites have begun utilizing them to generate articles. However, not only can …
of news websites have begun utilizing them to generate articles. However, not only can …