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Fine-tuning llama 2 large language models for detecting online sexual predatory chats and abusive texts
Detecting online sexual predatory behaviours and abusive language on social media
platforms has become a critical area of research due to the growing concerns about online …
platforms has become a critical area of research due to the growing concerns about online …
eRISK 2017: CLEF lab on early risk prediction on the internet: experimental foundations
This paper provides an overview of eRisk 2017. This was the first year that this lab was
organized at CLEF. The main purpose of eRisk was to explore issues of evaluation …
organized at CLEF. The main purpose of eRisk was to explore issues of evaluation …
A human-centered systematic literature review of the computational approaches for online sexual risk detection
In the era of big data and artificial intelligence, online risk detection has become a popular
research topic. From detecting online harassment to the sexual predation of youth, the state …
research topic. From detecting online harassment to the sexual predation of youth, the state …
Overview of the author profiling task at PAN 2013
[EN] This overview presents the framework and results for the Author Profiling task at PAN
2013. We describe in detail the corpus and its characteristics, and the evaluation framework …
2013. We describe in detail the corpus and its characteristics, and the evaluation framework …
[PDF][PDF] An Overview of the Traditional Authorship Attribution Subtask.
P Juola - CLEF (Online Working Notes/Labs/Workshop), 2012 - ceur-ws.org
This paper describes the Traditional Authorship Attribution subtask of the PAN/CLEF 2012
workshop. As a followup to our subtask at PAN/CLEF 2011 (Amsterdam), we established a …
workshop. As a followup to our subtask at PAN/CLEF 2011 (Amsterdam), we established a …
Detecting predatory conversations in social media by deep convolutional neural networks
Automatic identification of predatory conversations in chat logs helps the law enforcement
agencies act proactively through early detection of predatory acts in cyberspace. In this …
agencies act proactively through early detection of predatory acts in cyberspace. In this …
Sliding into my dms: Detecting uncomfortable or unsafe sexual risk experiences within instagram direct messages grounded in the perspective of youth
We collected Instagram data from 150 adolescents (ages 13-21) that included 15,547
private message conversations of which 326 conversations were flagged as sexually risky …
private message conversations of which 326 conversations were flagged as sexually risky …
Digital forensics supported by machine learning for the detection of online sexual predatory chats
Chat-logs are informative digital footprints available on Social Media Platforms (SMPs). With
the rise of cybercrimes targeting children, chat-logs can be used to discover and flag harmful …
the rise of cybercrimes targeting children, chat-logs can be used to discover and flag harmful …
Deceptive identity performance: Offender moves and multiple identities in online child abuse conversations
E Chiang, T Grant - Applied Linguistics, 2019 - academic.oup.com
This article provides a case study of deceptive online identity performance by a convicted
child sex offender. Most prior linguistic and psychological research into online sexual abuse …
child sex offender. Most prior linguistic and psychological research into online sexual abuse …
Ensemble method for sexual predators identification in online chats
Cyber grooming is a compelling problem worldwide nowadays and many reports strongly
suggested that it becomes very urgent to tackle this problem to protect the children from …
suggested that it becomes very urgent to tackle this problem to protect the children from …