Sparse Autoencoders for Hypothesis Generation
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• 2502.04382 • Published
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Nearly 75% of our crops have vanished in the last 100 years. Where the heck did they go? | 100 years ago, people were eating things that most of us will never taste. | 0 |
I Love What This City Looks Like Through The Eyes Of Its Women | Could Women Be The Secret To Detroit’s Urban Renaissance? | 1 |
30 Seconds Of Talking Cats That'll Make You Smile | In 30 Seconds These Talking Cats Will Make You Smile Than The 'Air Bud' Franchise Ever Did | 1 |
A Man Said She Was Too Old To Be With Him In Public. Clearly He's Not Around Anymore. | Too Old To Be Seen On Dates In Public? How About Being An Underwear Model? | 1 |
CHART: Proof Americans Have More Common Sense Than Ever Before | This Is What Happens After Decades Of A Ridiculous, Non-Sensical War | 1 |
Is It OK For This Comic To Humiliate These People? Yes, Because These People Are Horrible. | This Man Decided To Humiliate A Hate Group. Hilarity Ensues. | 0 |
Why Is Cocaine Illegal? Because Racism. | Think Of Every Rational Reason Why Cocaine Is Illegal. Now Throw Them Out The Window. | 0 |
This TED Talk About Speaking Up Just Might Leave You *Not* Speechless | This TED Talk Just Might Leave You *Not* Speechless | 0 |
I'm Seriously Worried About What Might Happen If We Don't Heed This Woman's Advice | 'Remember The Days When We Had An Ocean? Aw Yeah. Good Times.' -Future Me | 1 |
Every Year There's A Giant Sex Party In Australia. (Not That Kind.) And Now They Are Ruining It. | They've Decided They Need To Trash This Natural Wonder, Because They're Greedy And Don't Give A Sh*t | 1 |
An Anthem For Anybody Who’s Ever Been Down And Out. So Yeah, This Is For Everybody. | An Anthem For Anybody Who’s Ever Struggled. So Yeah, This Is For Everybody. | 1 |
Vaccinations? People Have Opinions. See How They've Played Out Since 2008. | The Debate On Vaccines Looks Super Ridiculous When You See What's Happened In The Last 5 Years | 0 |
Think Childbirth Is Hard? You Ain’t Seen Nothing Yet. | See What Can Happen When A Safe Place To Give Birth Isn’t A Guarantee | 1 |
He Wrote 1 Last Song Before Alzheimer's Stole The Ability Away From Him | The Final Song Of His Career Reveals The Devastating Effects Of Alzheimer's Disease | 0 |
I'm Not Angry Because I'm A Feminist. I'm A Feminist Because I'm Angry. | The Truth About Angry Feminists | 0 |
The S Word That You Really Want Your Kids To Know And Live By | Man-Made Apocalypse Sounds Like A Drag. Here's How We Can Help To Avoid One. | 1 |
Important Graphs Reveal Some Scary Facts About The Death Penalty | Most People Don't Support The Death Penalty. So Why Are We Still Doing It? | 1 |
Why, She Asks, Does Her County Spend So Much On School Security And So Little On School Support? | She Was Told She's A "Poor Tester," But Maybe It Has Something To Do With The Guy With A Gun | 0 |
She Walks Half Naked Down The Street Just To Make A Point - Message Received | There Was A Voice In Her Head Saying Bad Things About Her Until One Day She Said - F#ck It | 1 |
An Actor On The Way To A Family Funeral Was Surprised By The Words The Policeman Screamed At Him | Wendell Pierce Explains To Bill Maher Why He's Afraid For His Life Every Time A Cop Pulls Him Over | 1 |
The Lie That We’re Told About ‘Job Creators’ That Is Absolutely uʍop ǝpısdn | Can You Spot The Job Creator? | 1 |
The Music That People Heard Each Of The 22 Times The Minimum Wage Has Been Adjusted | The Minimum Wage Was Worth The Most Right About The Time That John And Yoko Got Naked | 1 |
4 Ways Reading Changes Your Life | 4 Ways Reading Changes Your Life. #1 Is My Favorite. | 0 |
The dug up a Malcolm X speech that predicted so much of what's going on today. Creepy. | He was right about the cops 50 years ago. We didn't listen. | 1 |
3 Incredible Stories From Soldiers That Put It All In Perspective | 3 Heartbreaking Stories From Soldiers That Put It All In Perspective | 1 |
A Former Movie Star And Veteran Gave A Passionate Speech About A Topic No One Wants To Discuss | People Say No One Cares About Older People. Here's Your Chance To Prove That Wrong. | 1 |
The Girls Were Called To The Auditorium. I Expected A Scene From Mean Girls. Pleasant Surprise Time. | The Camera Usually Judges Them. But When They Control The Shot, They Get All Empowered And Win. | 1 |
A Funny Look At Everything Wrong With The Way Women's Armor Is Often Depicted | Just How Much Do You Have To Hate Women To Build Them Armor That Guaruntees They'll Die? | 1 |
Raise Your Hand If You Want Coke And Pepsi To Be A Little More Green | Dear, Coke And Pepsi: You Can Do Better. Here's How. | 0 |
She Was Looking For Glitz And Glamour, Instead She Got Put In A Box | She Wanted To Get Into Showbiz, But They Want Her To Complete The Set | 0 |
Want To Learn A Word That'll Give You Meaning And Impress Your Friends At The Same Time? Yea You Do. | Here's Your Word Of The Day. It'll Make You Rethink How Our Planet Operates. | 1 |
This Little Girl Has 5 Cartoon Characters Before Her. The One She Picks Left Me In Tears. | I Knew Where This Experiment Was Going From The Jump, But That Didn't Make It Any Less Soul Crushing | 1 |
Women: Now Is The Time We End This. Men: Will You Join Them? | If You Know Someone Who Doesn't Believe Sexism Exists, Show Them This | 0 |
WOW: I Bet This Map Would Be Banned In Some Countries | WOW: Would This Map Be Banned In Some Countries? | 1 |
Whatever Physical Disabilities He May Have Are More Than Made Up For With His Comedic Abilities | Be Careful How You Speak To Someone With A Disability. Especially If They're Viciously Funny. | 0 |
Economist Robert Reich Takes Just 5 Minutes To Show Us Why Our Political System Is Totally Screwed | Those Lobbyists? They Keep A Dangerous Cycle Going. But Who Does It Benefit? | 1 |
When A Teacher Is Way More Than You Could Have Ever Expected In A Million Years | There's No Way What This Science Teacher Is Teaching His Kids Will Ever Be Found In A Text Book | 0 |
Here Are Just 3 Of The *Smaller* Lies SeaWorld Makes Its Employees Tell Its Guests | These Are Just 3 Of The *Smaller* Lies SeaWorld Makes Its Employees Tell Its Guests | 1 |
A Startling Reminder Of What Could Happen If We Don't Start Changing Things Right Now | When We Think 'Homeless,' We Don't Picture This Face | 0 |
Some Of The Most Fun I Had All Day Was Thinking About The Surprise On A Haters Face During A Protest | Ah! It Would Have Been Soooo Much Fun To See The Surprise On This Hateful Guy's Face! | 0 |
A Gorgeous Waitress Gets Harassed By Some Jerk. Watch What Happens Next. | WATCH: Some Everyday Heroes Stand Up To Bully Of Transgender Waitress | 1 |
It's Twice The Size Of Alaska And Might Hold The Cure For Cancer. So Why Are We Destroying It? | It's Twice The Size Of Alaska — And It Could Help Us Find The Cure For Cancer | 1 |
Why We Need To Help All Those Life-Saving Medicines Do All Their Life-Saving | Why Science Has Its Hands Tied On Too Many Diseases And Humans Might Be Part Of The Problem | 1 |
Most Teachers Wouldn't Rip Off An Arm To Get A Class's Attention. But Hey, If That's What It Takes. | Every Class Should Have Teachers Like Her. Well, Not Exactly Like Her. She's Nuts. | 0 |
Most Brooklyn Ever: They Never Travel Further Than 7 Miles Away From Their Organic Roof Gardens | 3 Friends Built A Massive Garden On A Rooftop, And They're Not Keeping It For Themselves | 0 |
True or false: clean water can mean the difference between life and death? | She was so excited to have a boy. Then she only got to be with him for a week. | 0 |
What An Actor Said To Ellen Is Something I Wish More Men Would Talk About | A Famous Actor Explains Feminism In A Couple Of Swoon-Worthy Minutes | 1 |
The Gender Stereotyping We Often Do With Kids Looks As Ridiculous As It Is When Done With Adults | It Becomes Apparent How Ridiculous It Is To Gender Stereotype Kids When We Do It To Adults | 1 |
Surgeon General’s Warning: NYPD | A Simple But Provocative 2-Panel Comic Summarizes A Serious Problem | 0 |
A Short Lesson On Why We Seek To Blame When Things Don't Go Right | A Funny-But-True Lesson On Why We Seek To Blame When Things Don't Go Right | 0 |
A Lot Of Things Change When Your Professional Role Model Looks Like This, | What Happens When Your Office Role Model Looks Like This, Instead Of The Bosses You See On TV? | 0 |
They Both Wore Football Jerseys With One Small But Very Important Change | 2 Fans Update Their Jerseys To Shed Light On Problems Much Bigger Than The NFL | 1 |
A Head-Slappingly Simple Strategy That Might Just Reduce The Crime Rate | An Easy-Peasy Strategy That Might Actually Reduce Crime | 1 |
Someone needs to explain why people don't know who these women of the Civil Rights Movement are. | After her speech, she dropped 5 names of important women. If you don't know who they are, here goes. | 0 |
The Parents Of One Man Reacted Horribly To His Coming Out. The Internet Responded With Love. | The Parents Of This Gay Man Reacted Horribly To His Coming Out. The Internet Responded With Love. | 0 |
You Shouldn't Get Too Little. But You Don't Want To Get Too Much, Either. | I Used To Say That Sleep Is Overrated. Then I Learned Some Stuff. Turns Out: Sleep's Not Overrated. | 1 |
SUPERB: Bill Nye Using Emoji To Give The Gist Of Evolution. | Bill Nye And Emoji, Sitting In A Tree, Explaining Evolutionary Theory. First Comes Sunlight... | 1 |
Are You Tired Of People Freaking Out About Ebola? This Guy Is Too. And He Came Armed With Facts. | I'll Save You A Click: This Is About Ebola. Half Of What You Know About It May Be Wrong. | 1 |
U.S. Department Of Energy Is Trying To Make Science Sexy Again | A Bond Villain-Caliber Project From The U.S. Department Of Energy | 0 |
A Graphic That Even The Opposite Of A 'Progressive' Can Appreciate | Something To Think Of Next Time A Bus Or Train Gets You Where You Need To Go | 1 |
She Got My Attention When I Saw Her Speaking. When The 50 Other Girls Spoke Up, I Was Cheering. | I Thought It Was Going To Be A Speech By Malala. It Was. Then All The Other Girls Stepped In. | 0 |
A remedy from a 9th century medieval text kills scary superbugs like MRSA. Here's how they found it.<br> | Superbugs like MRSA may have just met their match thanks to this 9th century potion. Yes, really.<br> | 0 |
Oscar Winner Lupita Nyong’o's Speech On Beauty That Left An Entire Audience Speechless | A Speech On Beauty That Left An Entire Audience Speechless, By Oscar Winner Lupita Nyong’o | 1 |
An Amazing Young Woman Passionately Explains What It's Like To Be Undocumented | She Says, 'My Being Is Illegal' And I Get Goosebumps. This Is Reality. | 0 |
How Could Anyone Confuse Don Draper And Obama? One Word: Halloween. | Here's What It's Like To Be A Person Of Color On Halloween | 0 |
Some Days You Feel Like Everyone Is Stupid. Watch These Videos To Remember What Smart Looks Like. | An Upworthy Video Playlist About A Teenager, A Gun, An Eye And An Arm. Don't Worry. It's All Good. | 1 |
He Took His Camera To A Village Where Prostitution Is A Way Of Life. He Captured A Riveting Story. | He Took His Camera To A Village Where Prostitution Is A Way Of Life. Here's What He Found. | 0 |
That Time Most States Basically Made It Illegal To Be Homeless | Backwards Stuff To Think Of While Sitting At The Table This Thanksgiving | 0 |
This music video beautifully captures a major education problem we have in the world | What's it going to take to get 58 million kids back in school? | 1 |
Another Unarmed Black Kid Was Shot By A Cop. These Stats Explain Why, Yes It's 'A Racial Thing'. | The Numbers Don't Lie. Here's What It's Like To Live In One Of Most Segregated Cities In The US. | 0 |
This Incredible Footage From Space Will Make You Wonder Why We Stopped Going | He Lists All The Good Ideas We Brought Back From Space. It's A Pretty Long List. | 1 |
They Took 1 Of Our Government's Dirtiest Secrets And Made Sure Everyone Had A Peek — With A Blimp | It's 1 Of Utah's Big Secrets — So, They Made Sure Everyone Had A Peek. (No, Not THAT Utah Secret.) | 0 |
These Kids Want To Make The World Splendiferous But They Need Our Help | Cute Kid Alert: Watch 3 Children Share What They Need To Become Their Best Future Self | 0 |
A Touching, Heartfelt, Authentic, And Wonderful Video Of Thanks. This One Is For You Internet. | My Heart Grew 3 Sizes Larger After Watching This Man Say 'Thanks'. (Can Someone Bring Me A Tissue?) | 0 |
A gay couple wanted to adopt a baby. So they did something a little out of the ordinary. | A gay couple recorded a super sweet song for a baby they haven't met yet. | 1 |
One Guy Explains How He Certain That He's Bisexual Without Ever Being With Another Man | One Guy Explains His Certainty On Bisexuality Without Ever Being With Another Man | 1 |
What Do Hidden Cameras Reveal About Humanity? Something Amazing. | This Will Make Your Day Better | 1 |
It's an open secret among the members of her platoon. It shouldn't have to be a secret. | Even after the repeal of 'Don't Ask, Don't Tell,' these people can still be fired from the military. | 1 |
The Terrifying Reason So Many Women Tense Up With A Simple 'Hello' | She Explains Why So Many Women Don't Say 'Hello'. The Reason Is Absolutely Chilling. | 0 |
A Black Man Filters All His Frustrations With The World Into One Seriously Deep Poem | Denying That Race Exists Is Allowing The Conditions That Cause Racism To Reemerge | 1 |
Watch These 25 People Demand To Be Loved. It'll Pull At Your Heartstrings. | They Just Really Want Is To Know What It Feels Like To Be You. Is That Asking Too Much? | 1 |
The One Part Of My Driver's Test I Hated Most Of All? Turns Out I Was Really Onto Something. | What If They Only Seem Convenient? What If They're Crowding Us Out? What If They're Choking Us? | 1 |
This Man Looked Through The Our Neighbors’ Windows So You Wouldn’t Have To | ‘Dad, Did You Know Other Peoples’ Lives Are Different From Ours?’ | 0 |
There’s Only A Few Ways Babies Are Born, But A Man Just Came Up With Another Way In His Kitchen | What Do Wine, YouTube, And C-Sections Have In Common? | 1 |
The Kind Of Info That'll Make You Want To Take Off All Of Your Clothes In A Totally Non Sexual Way | That Model Runway? It's Quite Literally Killing People. | 1 |
A scientist observed something totally fascinating after watching a group of male baboons die. | A scientist studied a group of baboons. He learned something extraordinary about how men behave. | 1 |
He Calls Himself A 'Professor Of Dirt' And He Teaches With A Power Washer | His Street Art Is Beautiful, But Then You Realize How It's Made... | 0 |
Before His Friend's Tragic Death, He Wrote Papers About Democracy. Now He's Fighting To Save It. | A Professor Thought Fighting For Democracy Wasn't 'His Field.' His Friend's Death Changed All That. | 0 |
A Heartbreaking Story About A Rainy Day And A Piggy Bank. Let's Give This A Happier Ending. | I Wish This Story Were Actually Unique, But The Saddest Part About It Is That It's All Too Common | 0 |
What Your Cat Needs You To Know About The Birds And The Bees | Are You A Cat Person? It Might Be Time To Have ‘The Talk’ | 0 |
Women Around The World Are Singing The Same Powerful Song | Why Women Around The World Are Singing A DIfferent Tune | 1 |
Is The U.S. A Land Of Equality? Take A Look At These 2 Screenshots And Tell Me What You Think. | Portraying Villains As Misunderstood Snowflakes And Victims As Thugs Is Just Not Cool, Media | 1 |
This Movie May Seem Like A Spoof, But It's A Pretty Accurate Portrayal Of Our World Leaders | The Movie About Syria These Politicians Wish They Didn't Star In | 1 |
Watch It. Listen To The Guys. Watch It Again. Listen To The Women. Then Listen To The Women Again. | Even If You Don't Sound Like That First Guy, That's How You Look When You Harass Women On The Street | 1 |
If you opt to not be pregnant anymore for any reason (school, $, whatev) should this be required? | Say what?! You have to do this in 41 states if you want to end your pregnancy. Creeptastic. | 1 |
Bill Moyers With 2.5 Minutes Of Absolute Truth About Companies Who Pay NO Taxes | Bill Moyers With The Truth About Companies Who Don't Pay Taxes. Hint: It Means WE Pay More ... | 1 |
There's A Chance You Might've Misjudged That Kid With An iPhone Glued To His Hand | Gone Are The Days Of Protesting In The Streets. Now? We Take To The Tweets. | 1 |
Sports Anchor Dale Hansen. The Ellen Show. You’re Welcome. | What It Means That An ‘Old Fat White Guy From Dallas, Texas’ Supports LGBTQ Folks | 0 |
30 Seconds Of Women Over-Apologizing, Followed By 30 Seconds Of Them *So* Destroying That Stereotype | 30 Seconds Of Women Over-Apologizing, Followed By 30 Seconds Of Smashing That Stereotype To Pieces | 0 |
Over 14 Years The Rate Of Autism Has Increased 373% And A Doctor Has Some Things To Say About That | Autism Has Increased 373% In 14 Years And A Doctor Has Some Things To Say About Vaccinations | 1 |
Demo of pairwise classification for Baskerville
From upworthy: https://upworthy.natematias.com/about-the-archive.html Which was later used in SAE's for hypothesis generation
Transformed to just be pairs of [headline_A, headline_B, A_win] A_win is 0 if B won, 1 if A won