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Facebook rolls out new tools for Group admins, including automated moderation aids

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Facebook today introduced a new set of tools aimed at helping Facebook Group administrators get a better handle on their online communities and, potentially, help keep conversations from going off the rails. Among the more interesting new tools is a machine-learning-powered feature that alerts admins to potentially unhealthy conversations taking place in their group. Another lets the admin slow down the pace of a heated conversation, by limiting how often group members can post.

Facebook Groups are today a significant reason why people continue to use the social network. Today, there are “tens of millions” of groups, that are managed by over 70 million active admins and moderators worldwide, Facebook says.

The company for years has been working to roll out better tools for these group owners, who often get overwhelmed by the administrative responsibilities that come with running an online community at scale. As a result, many admins give up the job and leave groups to run somewhat unmanaged — thus allowing them to turn into breeding grounds for misinformation, spam and abuse.

Facebook last fall tried to address this problem by rolling out new group policies to crack down on groups without an active admin, among other things. Of course, the company’s preference would be to keep groups running and growing by making them easier to operate.

That’s where today’s new set of features come in.

A new dashboard called Admin Home will centralize admin tools, settings and features in one place, as well as present “pro tips” that suggest other helpful tools tailored to the group’s needs.

Image Credits: Facebook

Another new Admin Assist feature will allow admins to automatically moderate comments in their groups by setting up criteria that can restrict comments and posts more proactively, instead of forcing admins to go back after the fact and delete them, which can be problematic — especially after a discussion has been underway and members are invested in the conversation.

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For example, admins can now restrict people from posting if they haven’t had a Facebook account for very long or if they had recently violated the group’s rules. Admins can also automatically decline posts that contain specific promotional content (perhaps MLM links! Hooray!) and then share feedback with the author of the post automatically about why those posts aren’t allowed.

Admins can also take advantage of suggested preset criteria from Facebook to help with limiting spam and managing conflict.

Image Credits: Facebook

One notable update is a new moderation alert type dubbed “conflict alerts.” This feature, currently in testing, will notify admins when a potentially contentious or unhealthy conversation is taking place in the group, Facebook says. This would allow an admin to quickly take an action — like turning off comments, limiting who could comment, removing a post, or however else they would want to approach the situation.

Conflict alerts are powered by machine learning, Facebook explains. Its machine-learning model looks at multiple signals, including reply time and comment volume to determine if engagement between users has or might lead to negative interactions, the company says.

This is sort of like an automated expansion on the Keyword Alerts feature many admins already use to look for certain topics that lead to contentious conversations.

Image Credits: Facebook

A related feature, also new, would allow admins to also limit how often specific members could comment, or how often comments could be added to posts admins select.

When enabled, members can leave one comment every five minutes. The idea here is that forcing users to pause and consider their words amid a heated debate could lead to more civilized conversations. We’ve seen this concept enacted on other social networks, as well — such as with Twitter’s nudges to read articles before retweeting, or those that flag potentially harmful replies, giving you a chance to reedit your post.

Image Credits: Facebook

Facebook, however, has largely embraced engagement on its platform, even when it’s not leading to positive interactions or experiences. Though small, this particular feature is an admission that building a healthy online community means sometimes people shouldn’t be able to immediately react and comment with whatever thought first popped into their head.

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Additionally, Facebook is testing tools that allow admins to temporarily limit activity from certain group members.

If used, admins will be able to determine how many posts (between one and nine posts) per day a given member may share, and for how long that limit should be in effect for (every 12 hours, 24 hours, 3 days, 7 days, 14 days or 28 days). Admins will also be able to determine how many comments (between one and 30 comments, in five-comment increments) per hour a given member may share, and for how long that limit should be in effect (also every 12 hours, 24 hours, 3 days, 7 days, 14 days or 28 days).

Along these same lines of building healthier communities, a new member summary feature will give admins an overview of each member’s activity on their group, allowing them to see how many times they’ve posted and commented, have had posts removed or have been muted.

Image Credits: Facebook

Facebook doesn’t say how admins are to use this new tool, but one could imagine admins taking advantage of the detailed summary to do the occasional cleanup of their member base by removing bad actors who continually disrupt discussions. They could also use it to locate and elevate regular contributors without violations to moderator roles, perhaps.

Admins will also be able to tag their group rules in comment sections, disallow certain post types (e.g., Polls or Events), and submit an appeal to Facebook to re-review decisions related to group violations, if in error.

Image Credits: Facebook

Of particular interest, though a bit buried amid the slew of other news, is the return of Chats, which was previously announced.

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Facebook had abruptly removed Chat functionality back in 2019, possibly due to spam, some had speculated. (Facebook said it was product infrastructure.) As before, Chats can have up to 250 people, including active members and those who opted into notifications from the chats. Once this limit is reached, other members will not be able to engage with that specific chat room until existing active participants either leave the chat or opt out of notifications.

Now, Facebook group members can start, find and engage in Chats with others within Facebook Groups instead of using Messenger. Admins and moderators can also have their own chats.

Notably, this change follows on the heels of growth from messaging-based social networks, like IRL, a new unicorn (due to its $1.17 billion valuation), as well as the growth seen by other messaging apps, like Telegram, Signal and other alternative social networks.

Image Credits: Facebook

Along with this large set of new features, Facebook also made changes to some existing features, based on feedback from admins.

It’s now testing pinned comments and introduced a new “admin announcement” post type that notifies group members of the important news (if notifications are being received for that group).

Plus, admins will be able to share feedback when they decline group members.

Image Credits: Facebook

The changes are rolling out across Facebook Groups globally in the coming weeks.

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FACEBOOK

Facebook fighting against disinformation: Launch new options

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Meta, the parent company of Facebook, has dismantled new malicious networks that used vaccine debates to harass professionals or sow division in some countries, a sign that disinformation about the pandemic, spread for political ends, is on the wane not.

“They insulted doctors, journalists and elected officials, calling them supporters of the Nazis because they were promoting vaccines against the Covid, ensuring that compulsory vaccination would lead to a dictatorship of health,” explained Mike Dvilyanski, director investigations into emerging threats, at a press conference on Wednesday.

He was referring to a network linked to an anti-vaccination movement called “V_V”, which the Californian group accuses of having carried out a campaign of intimidation and mass harassment in Italy and France, against health figures, media and politics.

The authors of this operation coordinated in particular via the Telegram messaging system, where the volunteers had access to lists of people to target and to “training” to avoid automatic detection by Facebook.

Their tactics included leaving comments under victims’ messages rather than posting content, and using slightly changed spellings like “vaxcinati” instead of “vaccinati”, meaning “people vaccinated” in Italian.

The social media giant said it was difficult to assess the reach and impact of the campaign, which took place across different platforms.

This is a “psychological war” against people in favor of vaccines, according to Graphika, a company specializing in the analysis of social networks, which published Wednesday a report on the movement “V_V”, whose name comes from the Italian verb “vivere” (“to live”).

“We have observed what appears to be a sprawling populist movement that combines existing conspiratorial theories with anti-authoritarian narratives, and a torrent of health disinformation,” experts detail.

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They estimate that “V_V” brings together some 20,000 supporters, some of whom have taken part in acts of vandalism against hospitals and operations to interfere with vaccinations, by making medical appointments without honoring them, for example.

Change on Facebook

Facebook announces news that will facilitate your sales and purchases on the social network.

Mark Zuckerberg, the boss of Facebook, announced that the parent company would now be called Meta, to better represent all of its activities, from social networks to virtual reality, but the names of the different services will remain unchanged. A month later, Meta is already announcing news for the social network.

The first is the launch of online stores in Facebook groups. A “Shop” tab will appear and will allow members to buy products directly through the group in question.

Other features have been communicated with the aim of facilitating e-commerce within the social network, such as the display of recommendations and a better mention of products or even Live Shopping. At this time, no date has been announced regarding the launch of these new options.

In the light of recent features, the company wants to know the feedback from its users through the survey same like what Tesco doing to get its customers feedback via Tesco Views Survey. However, the company is still about this feedback will announce sooner than later in this regard.

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FACEBOOK

Facebook AI Hunts & Removes Harmful Content

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Main Article Image - AI

Facebook announced a new AI technology that can rapidly identify harmful content in order to make Facebook safer. Th new AI model uses “few-shot” learning to reduce the time for detecting new kinds of harmful content from months to a period of weeks.

Few-Shot Learning

Few-shot learning has similarities to Zero-shot learning. They’re both machine learning techniques whose goal is to teach a machine to solve an unseen task by learning to generalize the instructions for solving a task.

Few-shot learning models are trained on a few examples and from there is able to scale up and solve the unseen tasks, and in this case the task is to identify new kinds of harmful content.

The advantage of Facebook’s new AI model is to speed up the process of taking action against new kinds of harmful content.

The Facebook announcement stated:

“Harmful content continues to evolve rapidly — whether fueled by current events or by people looking for new ways to evade our systems — and it’s crucial for AI systems to evolve alongside it.

But it typically takes several months to collect and label thousands, if not millions, of examples necessary to train each individual AI system to spot a new type of content.

…This new AI system uses a method called “few-shot learning,” in which models start with a general understanding of many different topics and then use much fewer — or sometimes zero — labeled examples to learn new tasks.”

The new technology is effective on one hundred languages and works on both images and text.

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Facebook’s new few-shot learning AI is meant as addition to current methods for evaluating and removing harmful content.

Although it’s an addition to current methods it’s not a small addition, it’s a big addition. The impact of the new AI is one of scale as well as speed.

“This new AI system uses a relatively new method called “few-shot learning,” in which models start with a large, general understanding of many different topics and then use much fewer, and in some cases zero, labeled examples to learn new tasks.

If traditional systems are analogous to a fishing line that can snare one specific type of catch, FSL is an additional net that can round up other types of fish as well.”

New Facebook AI Live

Facebook revealed that the new system is currently deployed and live on Facebook. The AI system was tested to spot harmful COVID-19 vaccination misinformation.

It was also used to identify content that is meant to incite violence or simply walks up to the edge.

Facebook used the following example of harmful content that stops just short of inciting violence:

“Does that guy need all of his teeth?”

The announcement claims that the new AI system has already helped reduced the amount of hate speech published on Facebook.

Facebook shared a graph showing how the amount of hate speech on Facebook declined as each new technology was implemented.

Graph Shows Success Of Facebook Hate Speech Detection

Facebook Hate Speech AI

Entailment Few-Shot Learning

Facebook calls their new technology, Entailment Few-Shot Learning.

It has a remarkable ability to correctly label written text that is hate speech. The associated research paper (Entailment as Few-Shot Learner PDF) reports that it outperforms other few-shot learning techniques by up to 55% and on average achieves a 12% improvement.

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Facebook’s article about the research used this example:

“…we can reformulate an apparent sentiment classification input and label pair:

[x : “I love your ethnic group. JK. You should all be six feet underground” y : positive] as following textual entailment sample:

[x : I love your ethnic group. JK. You should all be 6 feet underground. This is hate speech. y : entailment].”

Facebook Working To Develop Humanlike AI

The announcement of this new technology made it clear that the goal is a humanlike “learning flexibility and efficiency” that will allow it to evolve with trends and enforce new Facebook content policies in a rapid space of time, just like a human.

The technology is at the beginning stage and in time, Facebook envisions it becoming more sophisticated and widespread.

“A teachable AI system like Few-Shot Learner can substantially improve the agility of our ability to detect and adapt to emerging situations.

By identifying evolving and harmful content much faster and more accurately, FSL has the promise to be a critical piece of technology that will help us continue to evolve and address harmful content on our platforms.”

Citations

Read Facebook’s Announcement Of New AI

Our New AI System to Help Tackle Harmful Content

Article About Facebook’s New Technology

Harmful content can evolve quickly. Our new AI system adapts to tackle it

Read Facebook’s Research Paper

Entailment as Few-Shot Learner (PDF)

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FACEBOOK

New Facebook Groups Features For Building Strong Communities

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Meta launches new features for Facebook Groups to improve communication between members, strengthen communities, and give admins more ways to customize the look and feel.

In addition, the company shares its vision for the future of communities on Facebook, which brings features from Groups and Pages together in one place.

Here’s an overview of everything that was announced at the recent Facebook Communities Summit.

More Options For Facebook Group Admins

Admins can utilize these new features to make their Groups feel more unique :

  • Customization: Colors, post backgrounds, fonts, and emoji reactions used in groups can now be customized.
  • Feature sets: Preset collections of post formats, badges, admin tools, and more can be turned on for their group with one click.
  • Preferred formats: Select formats you want members to use when they post in your group.
  • Greeting message: Create a unique message that all new members will see when they join a group.
Facebook groups new featuresScreenshot from about.fb.com/news, November 2021.

Stronger Connections For Members

Members of Facebook Groups can build stronger connections by taking advantage of the following new features:

  • Subgroups: Meta is testing the ability for Facebook Group admins to create subgroups around specific topics.
  • Community Chats: Communicate in real-time with other group members through Facebook or Messenger.
  • Recurring Events: Set up regular events for member to get together either online or in person.
  • Community Awards: Give virtual awards to other members to recognize valuable contributions.
Facebook groups new featuresScreenshot from about.fb.com/news, November 2021.

New Ways To Manage Communities

New tools will make it easier for admins to manage their groups:

  • Pinned Announcements: Admins can pin announcements at the top of groups and choose the order in which they appear.
  • Personalized Suggestions: Admin Assist will now offer suggestions on criteria to add, and more info on why content is declined.
  • Internal Chats: Admins can now create create group chats exclusively for themselves and other moderators.
Facebook groups new featuresScreenshot from about.fb.com/news, November 2021.

Monetization & Fundraisers

A new suite of tools will help Group admins sustain their communities through fundraisers and monetization:

  • Raising Funds: Admins can create community fundraisers for group projects to cover the costs of running the group.
  • Selling Merchandise: Sell merchandise you’ve created by setting up a shop within your group.
  • Paid Memberships: Create paid subgroups that members can subscribe to for a fee.
Facebook groups new featuresScreenshot from about.fb.com/news, November 2021.

Bringing Together Groups & Pages

Facebook is introducing a new experience that brings elements of Pages and Groups together in one place.

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This will allow Group admins to use an official voice when interacting with their community.

Currently, Admins post to a Facebook Group it shows that it’s published by the individual user behind the account.

When this new experience rolls out, posts from Admins will show up as official announcements posted by the group. Just like how a post from a Facebook Page shows that it’s published by the Page.

Admins of Facebook Pages will have the option to build their community in a single space if they prefer not to create a separate group. When this change rolls out, Page admins can utilize moderation tools accessible to Group admins.

This new experience will be tested over the next year before it’s available to everyone.

Source: Meta Newsroom


Featured Image: AlesiaKan/Shutterstock

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