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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 …
Overview of the “voight-kampff” generative AI authorship verification task at PAN and ELOQUENT 2024
Abstract The “Voight-Kampff” Generative AI Authorship Verification task aims to determine
whether a text was generated by an AI or written by a human. As in its fictional inspiration, 1 …
whether a text was generated by an AI or written by a human. As in its fictional inspiration, 1 …
Detective: Detecting ai-generated text via multi-level contrastive learning
X Guo, Y He, S Zhang, T Zhang… - Advances in …, 2025 - proceedings.neurips.cc
Current techniques for detecting AI-generated text are largely confined to manual feature
crafting and supervised binary classification paradigms. These methodologies typically lead …
crafting and supervised binary classification paradigms. These methodologies typically lead …
Adapting fake news detection to the era of large language models
In the age of large language models (LLMs) and the widespread adoption of AI-driven
content creation, the landscape of information dissemination has witnessed a paradigm shift …
content creation, the landscape of information dissemination has witnessed a paradigm shift …
Badrock at semeval-2024 task 8: Distilbert to detect multigenerator, multidomain and multilingual black-box machine-generated text
M Siino - Proceedings of the 18th International Workshop on …, 2024 - aclanthology.org
Abstract The rise of Large Language Models (LLMs) has brought about a notable shift,
rendering them increasingly ubiquitous and readily accessible. This accessibility has …
rendering them increasingly ubiquitous and readily accessible. This accessibility has …
GenAI Content Detection Task 2: AI vs. Human--Academic Essay Authenticity Challenge
This paper presents a comprehensive overview of the first edition of the Academic Essay
Authenticity Challenge, organized as part of the GenAI Content Detection shared tasks …
Authenticity Challenge, organized as part of the GenAI Content Detection shared tasks …
Mcrock at semeval-2024 task 4: Mistral 7b for multilingual detection of persuasion techniques in memes
M Siino - Proceedings Of The 18th International Workshop On …, 2024 - aclanthology.org
One of the most widely used content types in internet misinformation campaigns is memes.
Since they can readily reach a big number of users on social media sites, they are most …
Since they can readily reach a big number of users on social media sites, they are most …
Llm-detectaive: a tool for fine-grained machine-generated text detection
The ease of access to large language models (LLMs) has enabled a widespread of machine-
generated texts, and now it is often hard to tell whether a piece of text was human-written or …
generated texts, and now it is often hard to tell whether a piece of text was human-written or …
Overview of iberautextification at iberlef 2024: Detection and attribution of machine-generated text on languages of the iberian peninsula
[EN] This paper presents the overview of the IberAuTexTification shared taskas part of the
IberLEF 2024 Workshop in Iberian Languages Evaluation Forum, within the framework of …
IberLEF 2024 Workshop in Iberian Languages Evaluation Forum, within the framework of …
[PDF][PDF] GPT hallucination detection through prompt engineering
Detecting hallucinated or factually inaccurate information from GPT models can be
challenging for humans. Consequently, it is crucial to thoroughly test Large Language …
challenging for humans. Consequently, it is crucial to thoroughly test Large Language …