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Style or Content? Evaluating Style Classifiers with Controlled Content Overlap
Announce Type: new Abstract: Style classifiers can use content cues that correlate with style labels in naturally collected data, yet we lack a systematic way to measure this reliance. We study this problem with a controlled content overlap setup built on parallel Bible translations. Specifically, we define the overlap parameter $\alpha$ as the normalized residual of mutual information between content identity and style label, so that it measures how much content is shared across style...
Top 10 AI Content Generator & Writer Tools in 2022
Are you looking for a way to create content that is both effective and efficient? If so, then you should consider using an AI content generator. AI content generators are a great way to create content that is both engaging and relevant to your audience. There are a number of different AI content generator tools available on the market, and it can be difficult to know which one is right for you.
Tech firms must act to stop spread of illegal content in a crisis, watchdog says
Tech firms must act to stop spread of illegal content in a crisis, watchdog says Ofcom says it has beefed up rules on how platforms must respond to ‘spikes in illegal content during a crisis’ - Bookmark - CommentsGo to comments The communications watchdog has told technology platforms they must have a plan in place and act quickly to stop the spread of illegal content in a crisis such as a terror attack. Ofcom said illegal content going viral online can “pose a serious threat to public...
Universal Speech Content Factorization
arXiv:2603.08977v2 Announce Type: replace-cross Abstract: We propose Universal Speech Content Factorization (USCF), a simple and invertible linear method for extracting a low-rank speech representation in which speaker timbre is suppressed while phonetic content is preserved. USCF extends Speech Content Factorization, a closed-set voice conversion (VC) method, to an open-set setting by learning a universal speech-to-content mapping via least-squares optimization and deriving speaker-specific...
7 Free Websites Every Content Creator Needs to Know
Do you have the desire to become a content creator, but not have the money to start? Here are 7 free websites every content creator needs to know.1.Exploding Topics (Trending Topics)(Photo Credit:- Exploding Topics)If you're a content creator, you might be wondering what better way to find new topic ideas than to see what people are searching for? This tool gives you this data without anyone else's explanation.
Meta expands teen content controls globally, tests new Instagram tool to diversify feeds
Meta expands teen content controls globally, tests new Instagram tool to diversify feeds June 2 : Meta is expanding its content settings for teen accounts on Instagram, Facebook and Messenger globally to ensure age-appropriate experiences for younger users, it said on Tuesday, as social media platforms face growing scrutiny about child health and safety. The initiative, initially launched in select countries last October, sought to prevent children from accessing inappropriate content. Meta...
French content creators gear up to influence presidential election
French content creators gear up to influence presidential election Paris (France) (AFP) – Politicians want to meet them, the media want to hire them -- content creators, seen as a key to reaching their young followers, are readying to be players in the 2027 presidential campaign. Issued on: Sam Zirah, with more than two million subscribers on YouTube, first made a name for himself by interviewing reality TV contestants, but now invites political figures onto his show. He believes his...
How social media is turning African life into content at a cost
How social media is turning African life into content at a cost Across Africa, social media redefines politics, culture, identity, and connection, blurring community and performance. Nairobi, Kenya – When I walked away from a career in law and moved into what is now called content creation, the intention was simple: To share my art. At the time, photographers in Nairobi were known for their work, their shooting style, subject matter and sometimes even the cameras they used.
Tech firms in UK must have plan for illegal content spikes during crises like Southport, regulator says
Tech firms in UK must have plan for illegal content spikes during crises like Southport, regulator says LONDON, June 9 : Tech firms in Britain will need to have plans to respond to surges in illegal content during crises such as the 2024 Southport riots which threaten public safety under strengthened rules set out by the regulator on Tuesday. Nationwide violence broke out two years ago following a knife attack in the northern England city of Southport, which left three young girls dead at a...
Warning Message Content Increases Help Seeking in a Large-Scale Dark Web CSAM Intervention
Announce Type: replace Abstract: Warning messages have been used to disrupt individuals seeking online child sexual abuse material (CSAM) and promote engagement with support services, yet large-scale field evidence on message content remains limited, particularly in high anonymity environments. This study reports a field experiment on Ahmia.fi, a Tor search engine, examining how warning message content influences behavior. Across a 140-day period, almost 20 million searches were observed,...