Facebook Papers

Erklärungen dazu in der englischsprachigen Wikipedia: https://en.m.wikipedia.org/wiki/2021_Facebook_leak

Election 2020 Documents

Papers About the Jan. 6 Capitol Attack

• Mission Control Post Jan 6th IPOC
• CTO Mike Schroepfer’s Jan 6th post
• Jan 6th Freedom of Expression Survey
• Facebook Insurrection Redacted for Congress enclosures (Part 1)
• Facebook Insurrection Redacted for Congress enclosures (Part 2)
• Employee Post: Rhetoric of Violence

Papers Describing the Election-Related Task Force Monitoring “Complex Financial Organizations”

• CFO Lookback and Forward
• CFO Task Force Q3 Activity and Impact Summary

Papers Describing Election-Related Pages, Posts, Etc.

• User Engagement on Civic Content
• Where do top civic pages get their audiences from
• Understanding the Impact of Political Content on Facebook Experience and Sentiment
• Political Content on Facebook (Part 1) Understanding Consumer Experiences and how Facebook Can help

Internal Election-Related Research

• User Perspectives on Facebook’s Voter and Census Disenfranchisement Policy
• Adding civic users to XCheck (Cross Check)

Internal Election-Related Proposals

• May 2020-Alternative Responses
• Workstream 3: Alternative Responses
• Civic Disenfranchise – Interference, Demobilization, Interference
• Sociographic Segments may be impactful for hate speech and voter suppression

Internal Election-Related Explainers

• Populations at risk for 2020 Election

Election-Related Platform and Product Updates

• 2020 Election Integrity Lockdown
• SEV Civic Non-Recommendable Groups
• Write Up On Civic Non-Recommendable Groups SEV
• 2020 Crisis Pillar Detection Product Lookback
• Civic Targeted Risk Scores
• Top-N Integrity

Miscellaneous Papers

• Update on political publishers
• Proposal to reset White House Instagram over hostile followers 
• Groups before election
• Elections Workshop Agenda 2019 
• Sociographic Segments May be Impactful for Both Hate Speech and Voter Suppression

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Ranking Documents

Ranking-Related Explainers

• Why We Build Feeds
• Is Ranking Good?

Ranking-Related Platform and Product Updates

• Big Levers Ranking Experiment
• [LAUNCH] Civic Ranking: Engagement-Based Worth Your Time

Ranking-Related Proposals

• Distributive Justice at Facebook
• Providing Negative Feedback Should Be Easy (And Why This Would Be Game Changing For Integrity)

Papers Discussing “Demotions” in Feeds

• Has Disaster Been Averted?
• Demotions from Community Review Are Low Accuracy in Prevalence
• This Note May Not Reach Many People: Driving Demotions Transparency Through Product Interventions
• Demotions Transparency Does Not A Priori Increase Legitimacy
• Policy Input on ARC (At-Risk Country) Demotions
• Issues with Restrictions/Demotions on Palestinian Content
• What Does It Mean to Have a Voice?
• Demoting Troll-Like Comments
• Integrity Tradeoffs
• DMARS H2 Plan (WIP)
• [LAUNCH] Replacing Downstream Impact for Civic and Health
• Project Brief: Reduce Audit V2
• Downside Metrics: Viewer-Side Collateral Damage Measures
• Demotion Strategies for High-Quality Integrity Signals\

Papers Discussing “Meaningful Social Interactions” (MSI)

• MSI Metric Note Series
• The Meaningful Social Interactions Metric Revisited: Part 2
• The Meaningful Social Interactions Metric Revisited: Part 4
• The Meaningful Social Interactions Metric Revisited: Part 5
• Meaningful Social Interactions Useful Links
• MSI Documentation
• Evaluating MSI Metric Changes with a Comment-Level Survey
• Surveying The 2018 Relevance Ranking Holdout
• Overview of MSI + Pages and Survey Research
• Is Multi-Group Picker “Spammy?” 
• Filtering Out Engagement-Bait, Bullying, and Excessive Comments From MSI Deltoid Metric
• [LAUNCH] Using p(anger) to Reduce the Impact Angry Reactions Have on Ranking Levers
• Planned MSI Metric Changes in 2020
• MSI Metric Changes for 2020 H1
• Should We Reduce the MSI Weight of Sticker Comments?
• Max Reshare Depth Experiment

Miscellaneous Papers

• “Understand This Post’s Ranking” —How I Miss Thee! 
• Facebook and Responsibility

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News Feed Documents

• The Surprising Consequences to Sessions and MSI Caused by Turning Off Video Autoplay on News Feed
• One-Go Summary Post for Recent Goaling and Goal Metric Changes for News Feed
• News Feed UXR Quarterly Insights Roundup
• What Happens If We Delete Ranked Feed?
• News Feed Research: Looking Back on H2 2020
• Content from “Political” Pages in In-Feed Recommendations
• Political Content in In-Feed Recommendations (IFR)
• In-Feed Recommendations HPM —April 15 2021
• News Recommendations Pillar
• Showing More Informative Links in News Feed
• Goal Report, April 30
• Distribution and Personalization, 05/07
• Integrity Audit-Context, Update, and Next Steps
• Connection Integrity: Feed and Stories Distribution
• How Much of News Feed is Good (or Bad) For The World?
• Is News Feed Becoming More or Less Valuable to People?
• News Feed Relevance FYI
• Political Party Response to ‘18 Algorithmic Change
• Feed Composition and Integrity
• H1 Progress and Roadmap Highlights
• Feed Recommendations Working Group

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Climate Change Documents

• FCU Feedback & XFN (FIT, UIP, Content Understanding) 
• Climate Change Integrity Discussion: Climate Change Misinformation
• Climate Change Integrity Discussion
• Policy For Misinformation—Climate Change Denial?
• Q1 Update on Our Climate Efforts
• Workers Speaking Critically of Facebook’s Efforts at Sustainability and Combating Climate Misinformation
• Examples of Climate Change Misinformation Appearing on Facebook Watch
• Video Search Feedback: Climate Videos
• International Climate Change Interviews Kicking Off Friday in Texas and Monday in Oklahoma
• Driving Positive Impact With CSIC: Opportunity Areas Based on Climate Change Understanding
• Search Integrity—Climate Change Escalation
• Climate Science Information Center is Open for Dogfooding!
• Starting the Climate Team
• The Effect on Communities By Global Heating
• This Week I Learned: Young Adults Care Deeply About Climate Change! 
• Overhead@FB 

Covid-19 Documents

• Vaccine Hesitancy in Comments: C19D Lockdown Update
• Identifying and Comparing Pro- and Anti-COVID-19 Vaccine Comments
• Vaccine Hesitancy Is Twice as Prevalent in English Vaccine Comments Compared to English Vaccine Posts
• COVID Containment Week 2: Ideas Pipeline: Global Health Commons
• “Harmful Non-Violating Narratives” Is a Problem Archetype In Need of Novel Solutions
• Potential Vaccine Hesitancy Product Solutions
• XFN Covid Recommendations
• A Covid Multi-Language Facebook Post Classifier
• Connection Integrity Covid-19 Task Force
• COVID-19 Vaccine Offense HPM 3/10
• Revamping the Antivax Searchability Query Set with the Signal-Based Method
• Health Integrity Feedback Example
• COVID-19 Vaccine Risks Appear to be Concentrated Among a Few Subpopulation Segments
• Integrity: Links, Research, and Discussion, 1
• Integrity: Links, Research, and Discussion, 2
• Facebook Creating a Big Echo Chamber—Do We Care?
• Ghost Posts—“Remdesiver is a Cure”
• COVID Misinfo Discussion

Teens and Kids Documents

• The “Downward Spiral” – Instagram Causes Eating Disorders
• Cultural Norms – What Teens Do and Say On Instagram 
• Teens Aren’t Adopting Facebook
• Prioritizing Children – the Kids, Tweens, and Teens Taskforce 
• Eating Disorders Are a “Relevant and Important Topic”
• Facebook Tries to Understand “Finstas”
• We Need To Do Better At Targeting Teens 
• Kids Sure Are Talking a Lot About Mental Health
• Teen Analytics – How Are Teens Doing On IG?
• Teen Engagement Decline Update
• Our “Foundational Research” On Teen’s Overall Well-Being On IG
• Why Kids Make So Many Different Accounts
• How Often Kids See Other Kids Online
• Quality Time – Parents, Kids, and the Fight Against Screen Time
• “The Power of Identities: Why Teens And Young Adults Choose Instagram”
• The Differences Between the Content Recommended to Teens Versus Adults 

Content Enforcement Docs 

Documents Mapping out Intensity of User Experiences to Certain Violating Content

• Exposure to Integrity Harms is a Worse Experience Than “Over Enforcement”

Content Appeal Rates by Country and Types of Appeals

• Appeal Rate by Country 
• Users Perceptions of Over Enforcement
• Relevance’s Voice of The Community Report
• ‘Everyone Has a Nipple’: Reactions To Post Removals 
• Group Levels Takedowns Organized by Age

Strike Thresholds for Various Harmful Content

• Discussion of Strike Thresholds for Global Terrorist Organizations 
• Discussion of ‘Soft Actions’ And Mark Zuckerberg’s Feedback 
• Adding Strikes Policy For Violent=Non-State Actors And Criminal Organizations 
• Data on Increased Strikes and Takedowns

Research Discussing ‘Soft Actions” to Address Violating Content 

• Integrity Soft Actions Taxonomy & Platforms