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Social Futures Lab

@socialfutureslab.bsky.social
1.7K followers 14 following 9 posts

We are the Social Futures Lab at UW CSE! We are reimagining social and collaborative systems to empower people and improve society. social.cs.washington.edu

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Tony Zhou @tyzhou.bsky.social · 14/09/2026
Bluesky gives users the power to choose their algorithms, but how does this actually work in practice? In our new preprint, we explore the ecosystem of Bluesky custom feeds and the feed creators behind them! 🧵 arxiv.org/abs/2609.12958
arxiv.org
Middleware for Feed Recommendation in Practice: How Feed Creators Build, Maintain, and Sustain Custom Feeds on Bluesky
Scholars have long proposed third-party middleware as an alternative to centralized algorithmic feeds: feeds built and distributed by independent feed creators. This vision saw no large-scale instanti...
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Amy Zhang @axz.bsky.social · 17/05/2026
Congrats to @kjfeng.me on passing his dissertation defense, titled "Designing for Interactive Systems Powered by Generally Capable AI"! Kevin is @socialfutureslab.bsky.social's 3rd PhD graduate! Thanks to his all-star committee for thoughtful Qs: David McDonald @emtseng.bsky.social Dan Weld @mako.cc
all committee members and Kevin smiling and standing behind a desk. His dissertation title slide projected on screens behind them
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Amy Zhang @axz.bsky.social · 06/05/2026
UW CSE News covers our CHI award-winning paper 🥳 news.cs.washington.edu/2026/05/05/a...
news.cs.washington.edu
Allen School researchers recognized at CHI 2026 for multiple projects at the intersection of AI and HCI - Allen School News
At the recent ACM CHI Conference on Human Factors in Computing Systems (CHI 2026), Allen School researchers brought home multiple accolades for their innovative work in human-computer interaction (HCI...
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Amy Zhang @axz.bsky.social · 15/04/2026
Feeling FOMO that I can't be at #CHI2026 this year but please check out all the great work that our @socialfutureslab.bsky.social + friends are presenting (see below for paper links). And say hi to @kjfeng.me @aliciaguo.com, Katie Yurechko, and Tony Zhou who are at the conference!
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Data & Society @datasociety.bsky.social · 26/02/2026
As part of our series “Democratizing AI for the Global Majority,” Teanna Barrett (@bound4nostar.bsky.social) examines the politics and power asymmetries shaping AI development in Africa today, and how developing local AI ecosystems might offer a path for progress. datasociety.net/points/towar...
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Amy Zhang @axz.bsky.social · 12/10/2025
Yesterday, as part of the #CSCW2025 virtual session, Philip Baillargeon, a summer REU intern with us last year, presented his DEI Recognition award paper: Who Puts the "Social" in "Social Computing"?: Using A Neurodiversity Framing to Review Social Computing Research. dl.acm.org/doi/abs/10.1...
dl.acm.org
Who Puts the
Human-Computer Interaction (HCI) and Computer Supported Collaborative Work (CSCW) have a longstanding tradition of interrogating the values that underlie systems in order to create novel and accessibl...
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Alicia Guo @aliciaguo.com · 09/09/2025
earlier this summer I published my first paper of my phd! ✨ a qualitative study on how creative writers are using AI in their writing and what their strategies were in order to align with their personal writing values
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Teanna Barrett @bound4nostar.bsky.social · 19/06/2025
Wow, really excited to have our paper highlighted by Alondra Nelson! I'll be presenting this paper at @facct.bsky.social next Thursday at 9am (local time) for anyone interested in learning more! A paper thread is soon to come 👀
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Kevin Feng @kjfeng.me · 25/04/2025
🤖LLMs are being integrated everywhere, but how do we ensure they're delivering meaningful user experiences? In our #chi2025 paper, we empower designers to think about this via 🎨designerly adaptation🎨 of LLMs and built a Figma widget to help! 📜 arxiv.org/abs/2401.09051 🧵👇
The first page of an academic paper with a figure depicting the use of Canvil, a Figma widget for designerly adaptation of LLMs, along with the names of the 6 authors.
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Ruotong Wang @ruotongw.bsky.social · 23/04/2025
AI agents are entering online social spaces, but often their messages feel generic or intrusive. In our #CHI25 paper, we introduce Social-RAG, a workflow that grounds AI generations in the specific group context by retrieving from the group’s interaction history. 🧵(1/9)
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Kevin Feng @kjfeng.me · 15/04/2025
Do you make custom feeds on Bluesky? We'd love to hear about your experiences as part of a research project at @uofwa.bsky.social @socialfutureslab.bsky.social ! Come chat with us for 45 mins and get $20 gift card. Express your interest here: forms.gle/CtoZTwCovTv8....
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inyoung at 4S🎡 @inyoungcheong.bsky.social · 15/04/2025
If you are passionate about the AI's potential to help **over-worked** public defenders, please share this! If you happen to have work experience in the public sector, please sign up for our interviews! 🤩
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Leijie Wang @leijiew.bsky.social · 25/03/2025
Can LLM prompting help social media users create and iterate on their content filters more easily? In our #CHI2025 paper, we compared in an experiment three authoring strategies: 🤖 Prompting LLM 🔎 Labeling examples for ML classifiers 📐 Authoring keyword rules (🧵1/N)
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Quan Ze Chen @cqz.name · 17/03/2025
In-context learning can be an effective way to conduct value alignment of LLMs through examples, but when there are multiple pluralistic groups, are the best examples for one group also the ones for another? We explore this in our paper 🌟SPICA🌟 (🧵1/9)
Screenshot of the first page of the paper SPICA: Retrieving Scenarios for Pluralistic In-Context Alignment
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Amy Zhang @axz.bsky.social · 04/03/2025
Are any of you content creators on YouTube or can share this with any creators on YouTube? We're looking to test out a system we've built to enable creators to make custom filters for their comments, no technical skills needed! We offer $20 for a 1 hour remote session where you can try out the tool.
homes.cs.washington.edu
Redirecting...
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Allen School @uwcse.bsky.social · 25/02/2025
When it comes to social platforms, #UWAllen prof & 2025 #SloanFellow @amyxzhang.bsky.social seeks to empower users and “make our online spaces as rich and varied as our offline ones.” Learn more about her work in the @socialfutureslab.bsky.social: news.cs.washington.edu/2025/02/24/a... #UWdiscovers
news.cs.washington.edu
Allen School professor Amy X. Zhang receives Sloan Research Fellowship for empowering users to make ‘our online spaces as rich and varied as our offline ones’ - Allen School News
As the head of the Allen School’s Social Futures Lab, professor Amy X. Zhang’s research draws on the design of offline public institutions and communities to then develop new social computing systems ...
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Amy Zhang @axz.bsky.social · 23/02/2025
Congrats to our undergrad Andre Ye for being named a Hertz Fellow finalist (and only finalist from UW)! www.hertzfoundation.org/news/52-fina...
hertzfoundation.org
52 Finalists Named for the 2025 Hertz Fellowships | Fannie and John Hertz Foundation
The Fannie and John Hertz Foundation today announced 52 finalists for the 2025 Hertz Fellowships in applied sciences, mathematics and engineering. Selected from more than 1,000 applicants and represen...
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Allen School @uwcse.bsky.social · 19/02/2025
Zhang, whose research aims to empower people to take control of their online social experiences, is one of 3 @uofwa.bsky.social faculty to earn Sloan Fellowships this year, joined by @neuroamyo.bsky.social and @uwchemistry.bsky.social ’s Diane Xiao: www.washington.edu/news/2025/02... #UWdiscovers /2
washington.edu
Three UW scientists named Sloan Fellows
Three University of Washington faculty members have been awarded early-career fellowships from the Alfred P. Sloan Foundation. The new Sloan Fellows, announced Feb. 18, are Amy L. Orsborn, the Clare.....
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Allen School @uwcse.bsky.social · 19/02/2025
Huge congratulations to #UWAllen professor @axz.bsky.social of @socialfutureslab.bsky.social and Ph.D. alum Lydia Chilton, professor at @columbiauniversity.bsky.social, on their selection as 2025 @sloanfoundation.bsky.social #SloanFellows in computer science! sloan.org/fellowships/... #ThisIsUW 1/2
sloan.org
2025 Fellows | Alfred P. Sloan Foundation
Our mission is to make the world a better place through the advancement of scientific knowledge.
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Kevin Feng @kjfeng.me · 16/01/2025
🤔Giving complex tasks to AI agents is easy—getting them to do exactly what you want isn’t. How can human-AI collaboration give us more reliable & steerable agents? 🍫Introducing Cocoa, our new interaction paradigm for balancing human & AI agency in complex human-AI workflows. 🧵
A screenshot of the first page of an academic figure with a list of authors and a high-level schematic figure describing Cocoa, an interactive system for co-planning and co-execution with AI agents.
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Amy Zhang @axz.bsky.social · 15/01/2025
Tomorrow at #GROUP2025, @jina.bsky.social will present a paper on her interviews with people who voluntarily respond to misinformation online and their membership in different communities dedicated to supporting this: the Twitter/X Community Notes Discord, r/QAnonCasualties, and r/vaxxhappened.
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Simona Liao @simonaliao.bsky.social · 02/12/2024
Hi everyone, I am excited to share our large-scale survey study with 800+ researchers, which reveals researchers’ usage and perceptions of LLMs as research tools, and how the usage and perceptions differ based on demographics. See results in comments! 🔗 Arxiv link: arxiv.org/abs/2411.05025
arxiv.org
LLMs as Research Tools: A Large Scale Survey of Researchers' Usage and Perceptions
The rise of large language models (LLMs) has led many researchers to consider their usage for scientific work. Some have found benefits using LLMs to augment or automate aspects of their research pipe...
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Nick Vincent @nickmvincent.bsky.social · 19/11/2024
Hi Bluesky (+ many friendly familiar faces). I'm a researcher in HCI + ML, assistant prof at Simon Fraser University up in BC, and working on "healthy data flow". Doing a quick thread recapping some recent writing (blogs, pre-prints, etc.) that capture the things I work on and talk about!
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New_ Public @newpublic.org · 13/11/2024
This platform is already bubbling with people who care about reimagining the social internet into something better. Here's a starter pack. Reply with more folks we should add!
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Kevin Feng @kjfeng.me · 15/11/2024
Are you a researcher in CS or a CS-adjacent field who uses planning docs to organize your research? Want to try out our new AI agent-powered system for working with research planning docs in a paid user study? Details and sign up here! forms.gle/TGzKFaFYs6x7...
forms.gle
Google Forms: Sign-in
Access Google Forms with a personal Google account or Google Workspace account (for business use).
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Amy Zhang @axz.bsky.social · 13/11/2024
With oh so many social apps today, it's time for us social computing builders and designers to take a pause, zoom ALL the way out, and also take a trip down memory lane... Check out @mbernst.bsky.social's talk on Wed at #CSCW2024 9:00 – 10:30 "Session 1d: Understanding and Shaping Online Behavior"!
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Amy Zhang @axz.bsky.social · 12/11/2024
The first author, Connie Moon Sehat, will be giving a talk on this paper on Tuesday at #cscw2024 in 16:30 – 18:00 Session 4d: "Misinformation and Fact Checking"! Also go talk to her about our new nonprofit building tools for productive public dialogue ➡️ discourselabs.org
discourselabs.org
Discourse Labs: Building better conversations, online and off.
Discourse Labs is an applied research group developing tools and resources for productive public dialogue. We'd love to hear from you.
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Amy Zhang @axz.bsky.social · 11/11/2024
If you're attending #CSCW2024, check out this work which will be presented at noon on Monday by @ruotongw.bsky.social ! Our paper proposes a design concept 🌉meeting bridges🌉, or information artifacts that facilitate post-meeting understanding and collaboration. Arxiv link: arxiv.org/pdf/2402.03259
Screenshot of the title, authors, and abstract for the linked research paper
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Amy Zhang @axz.bsky.social · 05/11/2024
Congrats to @ruotongw.bsky.social for winning the Madrona Prize at the Allen School Research Day! She won it for her pair of projects examining team communication and collaboration in remote work 👏👏👏 www.geekwire.com/2024/the-win...
geekwire.com
The winning ideas at the UW computer science school annual research showcase
From left: Magdalena Balazinska, professor and director of the Allen School; Jon Turow, partner, Madrona; Vidya Srinivas, Ph.D. student, Allen School;
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Amy Zhang @axz.bsky.social · 10/08/2024
Please see our upcoming COLM paper envisioning LLMs for critical thinking! 💭We report on some interesting interviews with philosophers aka “professional thinkers” - turns out they don’t like LLMs very much for this work! 🤔
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Amy Zhang @axz.bsky.social · 15/04/2024
It seems obvious that we should prioritize addressing misinformation that is more harmful. But what makes something more likely to be harmful? Can we can reason about it before the harm has occurred? 📣 In an upcoming #CSCW2024 paper, we present a taxonomy of *Misinformation as a Harm* ➡️
First page of the paper. Title: "Misinformation as a Harm: Structured Approaches for Fact-Checking Prioritization"
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Kevin Feng @kjfeng.me · 22/02/2024
Concerned about what’s real vs fake, esp after seeing Sora videos? In a new blog post, I (w/ Jina Yoon & @axz.bsky.social) summarize our recent research with the C2PA on how media provenance standards impact credibility perceptions in social media feeds: www.cip.uw.edu/2024/02/21/p...
cip.uw.edu
Can provenance save us from a barrage of synthetic media?
While provenance can indeed help people better calibrate trust and accuracy perceptions of media, it can also come with its own risks of misinterpretation
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Michael Bernstein @mbernst.bsky.social · 21/02/2024
What unifies, and what distinguishes, social media designs? Are all the Twitter spinoffs actually meaningfully different designs from each other? Form-From is a design space from @axz.bsky.social, myself, @karger.bsky.social, and Mark Ackerman that will appear at #cscw2024: arxiv.org/abs/2402.05388
The Form-From model describes social media designs along two main dimensions: (1)~The \textit{form} or shape that the content takes, either flat as in a chatroom or threaded as in individual posts with linked comments, and (2)~\textit{from} where a user receives content, as from spaces such as channels, from networks such as a friend graph, or from a platform-wide commons such as an algorithmic For You page. For simplicity, examples in this figure are coded as of their design at their initial launch.
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Amy Zhang @axz.bsky.social · 07/02/2024
Meta is rolling out labels for genAI media! See our recent paper studying the design and impact of provenance indicators - we found they help ppl spot deceptive media w/ some caveats. w/ @kjfeng.bsky.social and the C2PA UX working group: dl.acm.org/doi/abs/10.1... about.fb.com/news/2024/02...
about.fb.com
Labeling AI-Generated Images on Facebook, Instagram and Threads | Meta
Nick Clegg offers a new approach to identifying and labeling AI-generated content.
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Kevin Feng @kjfeng.me · 01/02/2024
Hi! I (+ @axz.bsky.social and a couple others) am conducting a study on new tools for content curation in social media feeds, esp Bluesky! We’d love to have you participate. It’ll take around 45 minutes and you’ll get a $20 USD gift card. More details + sign up here: forms.gle/yrAzteTqFqMP....
forms.gle
Feed Curation Study Interest Form
Hi! 👋 We are researchers at the University of Washington exploring end-user tools for feed curation on social media. We are conducting a study to collect feedback on new tools for content curation ...
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New_ Public @newpublic.org · 25/01/2024
Check out this curriculum for grades 6-12 on online behavior from the @socialfutureslab.bsky.social "This lesson will help students understand how their choices and interactions in online environments affect their lives." social.cs.washington.edu/sfl-curricul...
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New_ Public @newpublic.org · 06/12/2023
Want to help with an experiment in online community governance? @axz.bsky.social and PolicyKit are seeking builders to help with platform integrations, as well as stewards who might want to try out PolicyKit in their communities.
newpublic.substack.com
🙋🏽‍♀️🙋🏻🙋🏿‍♂️ Democratizing power in online communities
PolicyKit’s Amy Zhang on disrupting the dominant, top–down governance model
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New_ Public @newpublic.org · 27/11/2023
Have you ever noticed that nearly every online group is set up as a top-down autocracy? @axz.bsky.social of @socialfutureslab.bsky.social tells us about her team's computer-assisted gov tool, PolicyKit
newpublic.substack.com
🙋🏽‍♀️🙋🏻🙋🏿‍♂️ Democratizing power in online communities
PolicyKit’s Amy Zhang on disrupting the dominant, top–down governance model
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Alicia Guo @aliciaguo.com · 05/12/2023
✨ I'm interviewing creative writers who use AI in their practice! ✨ Paid interviews ($40) will also include a writing session - if you are interested please fill out the form: forms.gle/T9hU1eGACLGf...
forms.gle
Writing with AI Process Interview
If you are a creative writer and use AI in your writing practice, we’d love to interview you! We are looking to learn more about the unique workflows that fiction writers have with AI, whether it b...
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Amy Zhang @axz.bsky.social · 19/10/2023
Some photos of talks from @socialfutureslab.bsky.social to close out CSCW 2023! First up was @shagun.bsky.social's talk on Monday where he presented on personal content moderation tools. More in this blog post: medium.com/acm-cscw/per...
Shagun at the podium with a slide up and an audience in front.
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Knight First Amendment Institute @knightcolumbia.org · 10/10/2023
And from Kevin Feng, David McDonald, & @axz.bsky.social, “Teachable Agents for End-User Empowerment in Personalized Feed Curation.” The authors explore how users can be empowered to articulate their content preferences in online social settings. knightcolumbia.org/content/teac...
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Amy Zhang @axz.bsky.social · 28/09/2023
If you’re attending the Trust and Safety Research conference, look out for the following two presentations: 1) Leijie Wang presenting tmrw on his SOUPS paper on privacy issues with reporting systems, and 2) Armin Namavari with a lightening talk about a new governance system for E2EE apps!
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Social Futures Lab @socialfutureslab.bsky.social · 09/08/2023
Congrats to Leijie on his presentation on privacy considerations when reporting in E2EE platforms at #soups2023! Check out the paper here: arxiv.org/pdf/2306.10478.pdf
Leijie on a podium next to his slides on a screen with people in the audience looking on
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Amy Zhang @axz.bsky.social · 04/08/2023
New paper from our lab on reporting systems! arxiv.org/abs/2306.10478 Have you ever tried to report something on social media? What do you think gets shared and who do you think sees the report? We seek to understand what ppl *think actually happens* when they report something. 1/n
arxiv.org
"Is Reporting Worth the Sacrifice of Revealing What I Have...
User reporting is an essential component of content moderation on many online platforms -- in particular, on end-to-end encrypted (E2EE) messaging platforms where platform operators cannot...
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Amy Zhang @axz.bsky.social · 14/07/2023
My dept at UW made a short video of the class I taught this spring on social computing with @kjfeng.bsky.social youtu.be/9AWkEKRuDZg My students blew me away with their projects and insightful discussion! If curious, our syllabus: courses.cs.washington.edu/courses/c…
youtu.be
Social Computing Capstone, CSE 481, Spring 2023
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Amy Zhang @axz.bsky.social · 11/07/2023
If you’re at TrustCon, go check out a session on Wed led by @jina.bsky.social from @socialfutureslab.bsky.social on “Reframing Teen Trust & Safety: Interviews With Young Online Community Moderators“! www.trustcon.net/trustcon2023/agenda
trustcon.net
Agenda
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Social Futures Lab @socialfutureslab.bsky.social · 29/06/2023
Social Futures Lab's first PhD graduate!!
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Kevin Feng @kjfeng.me · 22/06/2023
Also keep an eye out for our forthcoming paper that dives deeper into many of the ideas I talked about 👀
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Social Futures Lab @socialfutureslab.bsky.social · 22/06/2023
Listen to @kjfeng.bsky.social talk about his work on social media feed curation using machine teaching at the Knight Institute workshop on Algorithmic Amplification and Society! He was on a panel "Empirical look at user behavior" moderated by Mor Naaman: www.youtube.com/watch?v=00pH6U_-s7g
youtube.com
Empirical look at user behavior (Day 2, Optimizing for What? Algorithmic Amplification and Society)
Algorithms learn from users’ behavior, and users rely on algorithm-mediated social learning. What is the nature of the resulting feedback loop? How can platf...
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Amy Zhang @axz.bsky.social · 14/06/2023
New research from our lab @socialfutureslab.bsky.social presented at ACM FAccT yesterday by first author Teanna Barrett, in collaboration with @cqz.bsky.social: Skin Deep: Investigating Subjectivity in Skin Tone Annotations for Computer Vision Benchmark Datasets arxiv.org/abs/2305.09072
arxiv.org
[2305.09072] Article identifier not recognizedopen searchopen navigation menucontact arXivsubscri...
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