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There Were 2 Mass Shootings In Texas Last Week, But Only 1 On TV | CRIME | She left her husband. He killed their children. Just another day in America. | 0 | shootings is a propulsion. texas is a location. week is a time period </s> There Were 2 Mass Shootings In Texas Last Week, But Only 1 On TV |
Will Smith Joins Diplo And Nicky Jam For The 2018 World Cup's Official Song | ENTERTAINMENT | Of course it has a song. | 1 | smith is a person. joins is a connection. diplo is a company </s> Will Smith Joins Diplo And Nicky Jam For The 2018 World Cup's Official Song |
Hugh Grant Marries For The First Time At Age 57 | ENTERTAINMENT | The actor and his longtime girlfriend Anna Eberstein tied the knot in a civil ceremony. | 1 | hugh is a product. grant is a aid. marries is a person </s> Hugh Grant Marries For The First Time At Age 57 |
Jim Carrey Blasts 'Castrato' Adam Schiff And Democrats In New Artwork | ENTERTAINMENT | The actor gives Dems an ass-kicking for not fighting hard enough against Donald Trump. | 1 | jim is a company. carrey is a company. blasts is a fly </s> Jim Carrey Blasts 'Castrato' Adam Schiff And Democrats In New Artwork |
Julianna Margulies Uses Donald Trump Poop Bags To Pick Up After Her Dog | ENTERTAINMENT | The "Dietland" actress said using the bags is a "really cathartic, therapeutic moment." | 1 | julianna is a person. margulies is a person. uses is a activity </s> Julianna Margulies Uses Donald Trump Poop Bags To Pick Up After Her Dog |
Morgan Freeman 'Devastated' That Sexual Harassment Claims Could Undermine Legacy | ENTERTAINMENT | "It is not right to equate horrific incidents of sexual assault with misplaced compliments or humor," he said in a statement. | 1 | morgan is a company. freeman is a citizen. devastated is a destroy </s> Morgan Freeman 'Devastated' That Sexual Harassment Claims Could Undermine Legacy |
Donald Trump Is Lovin' New McDonald's Jingle In 'Tonight Show' Bit | ENTERTAINMENT | It's catchy, all right. | 1 | donald is a person. trump is a playing card. lovin' is a product </s> Donald Trump Is Lovin' New McDonald's Jingle In 'Tonight Show' Bit |
What To Watch On Amazon Prime That’s New This Week | ENTERTAINMENT | There's a great mini-series joining this week. | 1 | watch is a timepiece. amazon is a woman. prime is a number </s> What To Watch On Amazon Prime That’s New This Week |
Mike Myers Reveals He'd 'Like To' Do A Fourth Austin Powers Film | ENTERTAINMENT | Myer's kids may be pushing for a new "Powers" film more than anyone. | 1 | mike is a electro-acoustic transducer. myers is a person. reveals is a show </s> Mike Myers Reveals He'd 'Like To' Do A Fourth Austin Powers Film |
What To Watch On Hulu That’s New This Week | ENTERTAINMENT | You're getting a recent Academy Award-winning movie. | 1 | watch is a timepiece. hulu is a location. week is a time period </s> What To Watch On Hulu That’s New This Week |
Justin Timberlake Visits Texas School Shooting Victims | ENTERTAINMENT | The pop star also wore a "Santa Fe Strong" shirt at his show in Houston. | 1 | justin is a person. timberlake is a product. visits is a meeting </s> Justin Timberlake Visits Texas School Shooting Victims |
South Korean President Meets North Korea's Kim Jong Un To Talk Trump Summit | WORLD NEWS | The two met to pave the way for a summit between North Korean and the U.S. | 2 | president is a corporate executive. meets is a athletic contest. north is a location </s> South Korean President Meets North Korea's Kim Jong Un To Talk Trump Summit |
With Its Way Of Life At Risk, This Remote Oyster-Growing Region Called In Robots | IMPACT | The revolution is coming to rural New Brunswick. | 3 | way is a property. life is a being. risk is a danger </s> With Its Way Of Life At Risk, This Remote Oyster-Growing Region Called In Robots |
Trump's Crackdown On Immigrant Parents Puts More Kids In An Already Strained System | POLITICS | Last month a Health and Human Services official revealed the government was unable to locate nearly 1,500 children who had been released from its custody. | 4 | trump is a playing card. crackdown is a suppression. parents is a genitor </s> Trump's Crackdown On Immigrant Parents Puts More Kids In An Already Strained System |
'Trump's Son Should Be Concerned': FBI Obtained Wiretaps Of Putin Ally Who Met With Trump Jr. | POLITICS | The wiretaps feature conversations between Alexander Torshin and Alexander Romanov, a convicted Russian money launderer. | 4 | trump is a playing card. son is a male offspring. concerned is a interest </s> 'Trump's Son Should Be Concerned': FBI Obtained Wiretaps Of Putin Ally Who Met With Trump Jr. |
Edward Snowden: There's No One Trump Loves More Than Vladimir Putin | POLITICS | But don't count on Robert Mueller to nail him, the NSA whistleblower warns. | 4 | edward is a person. snowden is a person. trump is a playing card </s> Edward Snowden: There's No One Trump Loves More Than Vladimir Putin |
Booyah: Obama Photographer Hilariously Trolls Trump's 'Spy' Claim | POLITICS | Just a peeping minute. | 4 | booyah is a product. obama is a person. photographer is a artist </s> Booyah: Obama Photographer Hilariously Trolls Trump's 'Spy' Claim |
Ireland Votes To Repeal Abortion Amendment In Landslide Referendum | POLITICS | Irish women will no longer have to travel to the United Kingdom to end their pregnancies. | 4 | ireland is a location. votes is a choice. repeal is a cancellation </s> Ireland Votes To Repeal Abortion Amendment In Landslide Referendum |
Ryan Zinke Looks To Reel Back Some Critics With 'Grand Pivot' To Conservation | POLITICS | The interior secretary attempts damage control with hunting and fishing groups that didn’t like his fossil fuel focus. | 4 | ryan is a person. zinke is a product. looks is a countenance </s> Ryan Zinke Looks To Reel Back Some Critics With 'Grand Pivot' To Conservation |
Trump's Scottish Golf Resort Pays Women Significantly Less Than Men: Report | POLITICS | And there are four times as many male as female executives. | 4 | trump is a playing card. golf is a outdoor game. resort is a hotel </s> Trump's Scottish Golf Resort Pays Women Significantly Less Than Men: Report |
Weird Father's Day Gifts Your Dad Doesn't Know He Wants (But He Does) | WEIRD NEWS | Why buy a boring tie when you can give him testicle plush toys? | 5 | weird is a Anglo-Saxon deity. father is a parent. day is a time unit </s> Weird Father's Day Gifts Your Dad Doesn't Know He Wants (But He Does) |
Twitter #PutStarWarsInOtherFilms And It Was Universally Entertaining | ENTERTAINMENT | There's no such thing as too much "Star Wars." | 1 | twitter is a sound. putstarwarsinotherfilms is a technology </s> Twitter #PutStarWarsInOtherFilms And It Was Universally Entertaining |
Mystery 'Wolf-Like' Animal Reportedly Shot In Montana, Baffles Wildlife Officials | WEIRD NEWS | “We have no idea what this was until we get a DNA report back." | 5 | mystery is a perplexity. wolf is a canine. animal is a organism </s> Mystery 'Wolf-Like' Animal Reportedly Shot In Montana, Baffles Wildlife Officials |
North Korea Still Open To Talks After Trump Cancels Summit | WORLD NEWS | Trump’s announcement came after repeated threats by North Korea to pull out of the summit over what it saw as confrontational remarks by U.S. officials. | 2 | north is a location. korea is a location. talks is a conversation </s> North Korea Still Open To Talks After Trump Cancels Summit |
2 Men Detonate Bomb Inside Indian Restaurant Near Toronto, Authorities Say | WORLD NEWS | Fifteen people were taken to the hospital, three of them with critical injuries. | 2 | men is a adult. detonate is a change integrity. bomb is a weaponry </s> 2 Men Detonate Bomb Inside Indian Restaurant Near Toronto, Authorities Say |
Thousands Travel Home To Ireland To Vote On Abortion Access | WORLD NEWS | Just try to read these #HomeToVote tweets without crying. | 2 | thousands is a large integer. travel is a motion. ireland is a location </s> Thousands Travel Home To Ireland To Vote On Abortion Access |
Irish Voters Set To Liberalize Abortion Laws In Landslide, Exit Poll Signals | WORLD NEWS | Vote counting will begin Saturday. | 2 | voters is a citizen. set is a collection. liberalize is a change </s> Irish Voters Set To Liberalize Abortion Laws In Landslide, Exit Poll Signals |
Warriors Coach Steve Kerr Calls NFL Ban On Protests 'Fake Patriotism' | BLACK VOICES | Forbidding players to take a knee during the national anthem is “idiotic,” the coach said. | 6 | warriors is a person. coach is a trainer. steve is a person </s> Warriors Coach Steve Kerr Calls NFL Ban On Protests 'Fake Patriotism' |
In Historic Victory, Barbados Elects First Female Prime Minister | BLACK VOICES | Mia Amor Mottley even earned the backing of the country's most recognizable national: Rihanna. | 6 | victory is a ending. barbados is a company. elects is a elite </s> In Historic Victory, Barbados Elects First Female Prime Minister |
Police Killed At Least 378 Black Americans From The Moment Colin Kaepernick Protested | BLACK VOICES | These Americans deserve to be more than another statistic. | 6 | police is a law enforcement agency. killed is a termination. americans is a inhabitant </s> Police Killed At Least 378 Black Americans From The Moment Colin Kaepernick Protested |
Jack Johnson Was Pardoned, But Taboo Sex Is Still Being Criminalized | POLITICS | A new law to fight sex trafficking targets some of the people it ostensibly aims to protect. | 4 | jack is a small indefinite quantity. johnson is a person. pardoned is a kindness </s> Jack Johnson Was Pardoned, But Taboo Sex Is Still Being Criminalized |
BET Chairman and CEO Debra Lee Is Stepping Down | BLACK VOICES | Lee brought more original shows to the black entertainment network and focused on family programming. | 6 | bet is a gamble. chairman is a presiding officer. ceo is a corporate executive </s> BET Chairman and CEO Debra Lee Is Stepping Down |
Rachel Dolezal Faces Felony Charges For Welfare Fraud | CRIME | State prosecutors say almost $84,000 had been deposited into her bank account while she was receiving public assistance. | 0 | rachel is a person. dolezal is a person. faces is a external body part </s> Rachel Dolezal Faces Felony Charges For Welfare Fraud |
Bishop Michael Curry Joins Christian March To White House To 'Reclaim Jesus' | POLITICS | For Curry and others, being Christian means rejecting white nationalism and misogyny, while protecting immigrants, refugees and the poor. | 4 | bishop is a priest. michael is a archangel. curry is a dish </s> Bishop Michael Curry Joins Christian March To White House To 'Reclaim Jesus' |
Kanye West Spent $85,000 On Photo Of Whitney Houston's Bathroom For Album Cover | ENTERTAINMENT | Pusha T's album, produced by West, features a photo of the late singer's bathroom. | 1 | kanye is a person. west is a location. spent is a product </s> Kanye West Spent $85,000 On Photo Of Whitney Houston's Bathroom For Album Cover |
Morgan Freeman Dropped From Marketing Campaigns After Harassment Accusations | WOMEN | Both Visa and Vancouver's public transit system have suspended work with him. | 7 | morgan is a company. freeman is a citizen. dropped is a sphere </s> Morgan Freeman Dropped From Marketing Campaigns After Harassment Accusations |
How The Chinese Exclusion Act Can Help Us Understand Immigration Politics Today | POLITICS | The Chinese Exclusion Act barely gets mentioned in U.S. history classes. A new PBS documentary from directors Ric Burns and Li-Shin Yu could change that. | 4 | exclusion is a situation. act is a legal document. help is a activity </s> How The Chinese Exclusion Act Can Help Us Understand Immigration Politics Today |
Trump's New 'MAGA'-Themed Swimwear Sinks On Twitter | COMEDY | "Does this swimsuit make me look racist?" | 8 | trump is a playing card. maga'-themed is a organization. sinks is a plumbing fixture </s> Trump's New 'MAGA'-Themed Swimwear Sinks On Twitter |
Seth Meyers Has 1 Funny Regret After Trump Cancels North Korea Summit | COMEDY | There goes the one token of his appreciation. | 8 | seth is a person. meyers is a company. regret is a sadness </s> Seth Meyers Has 1 Funny Regret After Trump Cancels North Korea Summit |
Colbert Wants To Turn NYC Subway Rides Into A New And Terrible Punishment | COMEDY | The "Late Show" host takes on Michael Cohen and his "taxi king" business partner. | 8 | colbert is a sauce. wants is a poverty. turn is a curve </s> Colbert Wants To Turn NYC Subway Rides Into A New And Terrible Punishment |
Man Faces Charges After Pulling Knife, Stun Gun On Muslim Students At McDonald's | CRIME | “We thought we were going to die," one of the students said. | 0 | man is a adult. faces is a external body part. charges is a attack </s> Man Faces Charges After Pulling Knife, Stun Gun On Muslim Students At McDonald's |
Jimmy Kimmel Knows Why Iran's Supreme Leader Watches 'Tom And Jerry' | COMEDY | The host reimagined the cartoon after Ayatollah Ali Khamenei brought up the cat and mouse in defiance of U.S. threats. | 8 | jimmy is a crowbar. kimmel is a person. knows is a knowing </s> Jimmy Kimmel Knows Why Iran's Supreme Leader Watches 'Tom And Jerry' |
2 People Injured In Indiana School Shooting | CRIME | A male student, believed to be the suspect, has been detained, according to police. | 0 | people is a group. injured is a hurt. indiana is a location </s> 2 People Injured In Indiana School Shooting |
People Are Rattled By How Much This Nigerian Man Looks Like Chadwick Boseman | ENTERTAINMENT | Suleiman Abdulfatai looks like he could be the actor's long-lost brother. | 1 | people is a group. rattled is a noise. man is a adult </s> People Are Rattled By How Much This Nigerian Man Looks Like Chadwick Boseman |
David Cross Proves Yet Again That He’s Terrible At Apologizing | ENTERTAINMENT | The comedian suggested Jessica Walter was also abusive on set after saying he’d apologize for defending Jeffrey Tambor. | 1 | david is a person. cross is a structure. proves is a be </s> David Cross Proves Yet Again That He’s Terrible At Apologizing |
'Sesame Street' Creators Sue Makers Of Upcoming Adult-Themed Puppet Film | ENTERTAINMENT | “The Happytime Murders” refers to the classic show in its tagline. | 1 | sesame is a herb. street is a thoroughfare. creators is a person </s> 'Sesame Street' Creators Sue Makers Of Upcoming Adult-Themed Puppet Film |
What You Missed About The Saddest Death In 'Avengers: Infinity War' | ENTERTAINMENT | Directors Joe and Anthony Russo answer our most pressing questions. | 1 | missed is a woman. death is a change. avengers is a attacker </s> What You Missed About The Saddest Death In 'Avengers: Infinity War' |
George Takei Accuser Walks Back Story Of Drugging And Sexual Assault | ENTERTAINMENT | The "Star Trek" actor was accused of groping a model 36 years ago. | 1 | george is a person. takei is a location. accuser is a disputant </s> George Takei Accuser Walks Back Story Of Drugging And Sexual Assault |
Samantha Bee's Parents Think America Is Basically A War Zone | ENTERTAINMENT | Her dad even sent her a Kevlar vest. | 1 | samantha is a person. bee is a hymenopterous insect. parents is a genitor </s> Samantha Bee's Parents Think America Is Basically A War Zone |
Pete Davidson Says His Mental Illness Doesn't Ruin Romance | ENTERTAINMENT | The "SNL" star reacted to criticism that he shouldn't date Ariana Grande because of his borderline personality disorder. | 1 | pete is a person. davidson is a person. says is a opportunity </s> Pete Davidson Says His Mental Illness Doesn't Ruin Romance |
James Corden And Adam Levine Get Pulled Over During 'Carpool Karaoke' | ENTERTAINMENT | It was bound to happen. | 1 | james is a company. corden is a product. adam is a person </s> James Corden And Adam Levine Get Pulled Over During 'Carpool Karaoke' |
Emilia Clarke Dishes On Her Final 'Game Of Thrones' Scene | ENTERTAINMENT | Now we're really curious about the farewell season. | 1 | emilia is a asterid dicot genus. clarke is a person. dishes is a crockery </s> Emilia Clarke Dishes On Her Final 'Game Of Thrones' Scene |
Hollywood Doesn't Need 'Difficult' Men To Make Great TV | ENTERTAINMENT | "Crazy Ex-Girlfriend's" Vella Lovell pushes back on what old-school male actors see as the "norm." | 1 | hollywood is a film industry. need is a condition. men is a adult </s> Hollywood Doesn't Need 'Difficult' Men To Make Great TV |
Harvey Weinstein Accusers Say They Never Thought He Would Be Arrested | ENTERTAINMENT | Some of the actresses who came forward with sexual assault claims against the once powerful Hollywood mogul responded with both surprise and relief. | 1 | harvey is a person. weinstein is a person. accusers is a disputant </s> Harvey Weinstein Accusers Say They Never Thought He Would Be Arrested |
Harvey Weinstein Turns Himself In To Police For Alleged Sex Crimes | ENTERTAINMENT | The bombshell sexual harassment accusations against Weinstein sparked the Me Too movement. | 1 | harvey is a person. turns is a curve. police is a law enforcement agency </s> Harvey Weinstein Turns Himself In To Police For Alleged Sex Crimes |
John Mayer's Weird New Low-Budget Video Is A Meme-Worthy Masterpiece | ENTERTAINMENT | Mayer's hilariously strange "New Light" video even spells his name wrong. | 1 | john is a room. mayer is a company. budget is a fund </s> John Mayer's Weird New Low-Budget Video Is A Meme-Worthy Masterpiece |
Now Boba Fett Is Getting His Own 'Star Wars' Movie | ENTERTAINMENT | An Obi-Wan Kenobi film is also reportedly in development. | 1 | boba is a person. fett is a person. getting is a return </s> Now Boba Fett Is Getting His Own 'Star Wars' Movie |
Trump Suggests North Korea Summit Could Still Happen | WORLD NEWS | He had canceled the planned June 12 summit less than a day earlier. | 2 | trump is a playing card. suggests is a declare. north is a location </s> Trump Suggests North Korea Summit Could Still Happen |
Roger Stone Pressed For Damaging Emails About Hillary Clinton From WikiLeaks: Report | POLITICS | Stone's contact with Julian Assange reportedly told him he couldn't ask WikiLeaks favors "every other day." | 4 | roger is a product. stone is a natural object. pressed is a urgency </s> Roger Stone Pressed For Damaging Emails About Hillary Clinton From WikiLeaks: Report |
Publix Suspends Contributions To NRA-Backed Politician Amid Protests | POLITICS | "Publix knows we're not going away," one gun-control activist said. | 4 | suspends is a hang. contributions is a attempt. nra is a lobby </s> Publix Suspends Contributions To NRA-Backed Politician Amid Protests |
Twitter Bots May Have Delivered Donald Trump's Victory, Research Paper Says | POLITICS | “Our results suggest that, given narrow margins of victories in each vote, bots’ effect was likely marginal but possibly large enough to affect the outcomes." | 4 | bots is a larva. delivered is a talk. donald is a person </s> Twitter Bots May Have Delivered Donald Trump's Victory, Research Paper Says |
A Bag Of Wet Socks Is Apparently Living In The White House Press Briefing Room | WEIRD NEWS | "The formerly wet bag of socks... has become crusty," tweeted a reporter who thrice spotted the socks. | 5 | bag is a container. socks is a hosiery. living is a be </s> A Bag Of Wet Socks Is Apparently Living In The White House Press Briefing Room |
A Member Of The Far-Right Proud Boys Menaced A Twitter User On His Doorstep | POLITICS | A videographer made fun of the far-right extremist group online, so they showed up at his house. | 4 | member is a associate. boys is a male. menaced is a danger </s> A Member Of The Far-Right Proud Boys Menaced A Twitter User On His Doorstep |
All The Things The NRA Has Blamed For The Texas School Shooting | POLITICS | Godlessness. Too many doors in schools. Ritalin. Guess what's not on the list? | 4 | things is a situation. nra is a lobby. blamed is a accusation </s> All The Things The NRA Has Blamed For The Texas School Shooting |
Here's What Happens When A Catholic Hospital Won't Try To Save You | POLITICS | Catholic hospital systems are pushing Trump to expand “conscience rights” – even though faith-based medicine has nearly killed some of their patients. | 4 | happens is a product. hospital is a medical building. try is a activity </s> Here's What Happens When A Catholic Hospital Won't Try To Save You |
Trump's New Executive Orders Make It Easier To Fire Federal Workers | POLITICS | Unions denounced the president's actions an “assault on democracy.” | 4 | trump is a playing card. orders is a command. fire is a happening </s> Trump's New Executive Orders Make It Easier To Fire Federal Workers |
Monsanto And Bayer Are Set To Merge. Here's Why You Should Care. | IMPACT | “Together they will influence markets all over the world on a scale we’ve never seen before.” | 3 | monsanto is a company. bayer is a analgesic. set is a collection </s> Monsanto And Bayer Are Set To Merge. Here's Why You Should Care. |
The Joy Of Watching Harvey Weinstein’s Perp Walk | WOMEN | There's a delicious schadenfreude in seeing a powerful abuser finally held accountable. | 7 | joy is a emotion. watching is a timepiece. harvey is a person </s> The Joy Of Watching Harvey Weinstein’s Perp Walk |
The 20 Funniest Tweets From Women This Week | WOMEN | "Welcome to adulthood. You have a favorite spatula now." | 7 | funniest is a product. tweets is a chirp. women is a female </s> The 20 Funniest Tweets From Women This Week |
'Queer Eye' Star Bobby Berk Gave Me A Desk Makeover -- And It Was Incredible | QUEER VOICES | Can you believe? | 9 | queer is a gay man. eye is a sense organ. star is a celestial body </s> 'Queer Eye' Star Bobby Berk Gave Me A Desk Makeover -- And It Was Incredible |
Older Gay Men Try Out 'New Gay' Slang In This Hilarious Video | QUEER VOICES | “You guys are watching too much RuPaul.” | 9 | men is a adult. try is a activity. gay is a person </s> Older Gay Men Try Out 'New Gay' Slang In This Hilarious Video |
How 'RuPaul’s Drag Race' Is Teaching Straight People About Queer Culture | QUEER VOICES | Mainstream pop culture isn’t the only thing to potentially benefit from the show’s continued prominence. | 9 | rupaul is a person. drag is a resistance. race is a contest </s> How 'RuPaul’s Drag Race' Is Teaching Straight People About Queer Culture |
Fish Market Buys Freedom For Fred The 70-Pound Octopus | WEIRD NEWS | The market owner won't sell octopus products after playing hide-and-seek with a friendly cephalopod. | 5 | fish is a aquatic vertebrate. market is a activity. buys is a purchase </s> Fish Market Buys Freedom For Fred The 70-Pound Octopus |
North Korea Threatens Again To Call Off Trump Summit, Warns Of ‘Nuclear Showdown’ | WORLD NEWS | A top Pyongyang official lambasted "political dummy" Mike Pence and cautioned the U.S. against making "ignorant" remarks. | 2 | north is a location. korea is a location. threatens is a exist </s> North Korea Threatens Again To Call Off Trump Summit, Warns Of ‘Nuclear Showdown’ |
Investigation Finds Russian Missile Shot Down Flight MH17 | WORLD NEWS | It's not clear who was operating the missile that hit the plane over eastern Ukraine in 2014, killing 298 people. | 2 | investigation is a inquiry. finds is a insight. missile is a weapon </s> Investigation Finds Russian Missile Shot Down Flight MH17 |
North Korea Demolishes Tunnels At Nuclear Test Site, Reports Say | WORLD NEWS | North Korea has conducted all six of its nuclear tests at the Punggye-ri site. | 2 | north is a location. korea is a location. demolishes is a destroy </s> North Korea Demolishes Tunnels At Nuclear Test Site, Reports Say |
How Kim Jong Un ‘Baited’ Trump Into Canceling The North Korea Summit | WORLD NEWS | Trump’s slapdash attempt at negotiations has left the U.S. isolated from its Asian allies. | 2 | kim is a person. jong is a person. un is a world organization </s> How Kim Jong Un ‘Baited’ Trump Into Canceling The North Korea Summit |
Michelle Obama Reveals Cover For Upcoming Memoir 'Becoming' | POLITICS | "The process of writing this book has been so personally meaningful and illuminating for me." | 4 | michelle is a person. obama is a person. reveals is a show </s> Michelle Obama Reveals Cover For Upcoming Memoir 'Becoming' |
'Late Night' Writer's Breathless Royal Wedding Recap Is The Only One You Need | COMEDY | “Then he bites his lip, like, ‘Hmm, girl.’” | 8 | night is a time period. writer is a communicator. breathless is a product </s> 'Late Night' Writer's Breathless Royal Wedding Recap Is The Only One You Need |
Morgan Freeman Accused Of Inappropriate Behavior And Sexual Harassment | WOMEN | Eight people told CNN that they were victims of harassment and inappropriate behavior by the actor. | 7 | morgan is a company. freeman is a citizen. accused is a charge </s> Morgan Freeman Accused Of Inappropriate Behavior And Sexual Harassment |
Jets Chairman Christopher Johnson Won't Fine Players For Anthem Protests | SPORTS | “I never want to put restrictions on the speech of our players." | 10 | jets is a airplane. chairman is a presiding officer. christopher is a person </s> Jets Chairman Christopher Johnson Won't Fine Players For Anthem Protests |
Andy Cohen And Taylor Swift Are Over Their Katy Perry Drama | ENTERTAINMENT | No "Bad Blood" here. | 1 | andy is a person. cohen is a person. taylor is a person </s> Andy Cohen And Taylor Swift Are Over Their Katy Perry Drama |
'Infinity War' Writers Try To Clear Up Marvel's Problematic Timeline | ENTERTAINMENT | Stephen McFeely and Christopher Markus clarify when Thanos may have acquired the Infinity Gauntlet. | 1 | infinity is a time. war is a military action. writers is a communicator </s> 'Infinity War' Writers Try To Clear Up Marvel's Problematic Timeline |
David Blaine Chews Glass And Lets James Corden Puncture His Cheek | ENTERTAINMENT | Sure it's gross, but you're still here. | 1 | david is a person. blaine is a person. chews is a morsel </s> David Blaine Chews Glass And Lets James Corden Puncture His Cheek |
Amy Poehler: A 'Parks And Recreation' Revival Would Be 'Amazing' | ENTERTAINMENT | Co-star Nick Offerman also seemed on board... under one (incredible) condition. | 1 | amy is a person. poehler is a person. parks is a tract </s> Amy Poehler: A 'Parks And Recreation' Revival Would Be 'Amazing' |
Colbert Exposes The Biggest Flaw In Trump’s Latest Conspiracy Theory | COMEDY | Colbert follows Trump "down the rabbit hole." | 8 | colbert is a sauce. exposes is a exposure. flaw is a imperfection </s> Colbert Exposes The Biggest Flaw In Trump’s Latest Conspiracy Theory |
Seth Meyers Gives Donald Trump Some Valuable Marketing Advice | COMEDY | “Stop trying to make ‘Fetch’ happen." | 8 | seth is a person. meyers is a company. gives is a elasticity </s> Seth Meyers Gives Donald Trump Some Valuable Marketing Advice |
U.S. Launches Auto Import Probe, China Vows To Defend Its Interests | BUSINESS | The investigation could lead to new U.S. tariffs similar to those imposed on imported steel and aluminum in March. | 11 | u.s is a location. . is a product. launches is a motorboat </s> U.S. Launches Auto Import Probe, China Vows To Defend Its Interests |
This Women Pulled Out All The Stops To Land Her Dream Job | BLACK VOICES | Jessica Bain scored the black history and culture fellowship at Spotify. | 6 | women is a female. pulled is a propulsion. stops is a ending </s> This Women Pulled Out All The Stops To Land Her Dream Job |
Wife Asked Husband For Fenty Highlighter And Got a Pack Of Highlighters, Hairbrush | BLACK VOICES | Charlema Webb's husband thought she meant actual pen-to-paper highlighters. | 6 | wife is a spouse. asked is a communicate. husband is a spouse </s> Wife Asked Husband For Fenty Highlighter And Got a Pack Of Highlighters, Hairbrush |
Trump Roasted For Rushing To Defend Tomi Lahren While Ignoring Real Victims | POLITICS | "Trump's more concerned about Tomi Lahren being splashed with water than Flint still being entirely without safe water." | 4 | trump is a playing card. rushing is a motion. defend is a argue </s> Trump Roasted For Rushing To Defend Tomi Lahren While Ignoring Real Victims |
Trump Abruptly Cancels North Korea Summit With Kim Jong Un | POLITICS | Trump cited North Korea’s “tremendous anger and open hostility” in calling off the June 12 Singapore meeting. | 4 | cancels is a musical notation. north is a location. korea is a location </s> Trump Abruptly Cancels North Korea Summit With Kim Jong Un |
Devin Nunes-Linked Winery Faced Suit Over Alleged Coke And Prostitute Yacht Party | POLITICS | The lawmaker is reportedly one of at least 50 investors in the winery, though the company said they were not involved in the party. | 4 | devin is a person. nunes is a location. linked is a linkage </s> Devin Nunes-Linked Winery Faced Suit Over Alleged Coke And Prostitute Yacht Party |
Immigrant Children Accuse Border Patrol Of Abuse And Neglect, Report Shows | POLITICS | One 16-year-old filed a complaint alleging that a Border Patrol agent "threw him down and smashed his head into the ground with his boot." | 4 | children is a juvenile. accuse is a charge. border is a boundary </s> Immigrant Children Accuse Border Patrol Of Abuse And Neglect, Report Shows |
Ireland's Historic Vote On Legalizing Abortion Is Haunted By Trump And Brexit | POLITICS | American influence could tip the referendum. | 4 | ireland is a location. vote is a choice. legalizing is a permit </s> Ireland's Historic Vote On Legalizing Abortion Is Haunted By Trump And Brexit |
Trump Lawyer Attended DOJ Meeting On Confidential FBI Informant | POLITICS | Emmet Flood, the White House attorney dealing with the Russia probe, was present at a controversial DOJ meeting about the investigation. | 4 | trump is a playing card. lawyer is a professional. attended is a be </s> Trump Lawyer Attended DOJ Meeting On Confidential FBI Informant |
Senate Advances Court Pick Who Said Planned Parenthood 'Kills Over 150,000 Females A Year’ | POLITICS | Every Republican on the judiciary committee voted for Wendy Vitter. | 4 | senate is a legislature. advances is a change of location. court is a assembly </s> Senate Advances Court Pick Who Said Planned Parenthood 'Kills Over 150,000 Females A Year’ |
Rudy Giuliani: Trump Won't Interview With Mueller Until We Get ‘Spygate’ Report | POLITICS | The canceled North Korea summit doesn’t mean the president will be talking to the special counsel anytime soon. | 4 | rudy is a person. giuliani is a person. trump is a playing card </s> Rudy Giuliani: Trump Won't Interview With Mueller Until We Get ‘Spygate’ Report |
Kentucky Attorney Running For Judge Dies 1 Day After Primary Win | POLITICS | Danny Alvarez, a married of father of three, was vying for Jefferson County District Court judge in Louisville. | 4 | kentucky is a location. attorney is a professional. running is a score </s> Kentucky Attorney Running For Judge Dies 1 Day After Primary Win |
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HuffPost Relation-Enriched Dataset for Machine Learning
Description
This dataset is a semantically enriched version of the original HuffPost News Category dataset. It has been specifically re-engineered Machine-Learning tasks.
Unlike the original dataset, this version incorporates explicit semantic relationships and concept embeddings to help models generalize better with very few examples.
Key Enhancements
- Relation-Centric Formatting: Each entry is structured to support the
[ENTITY] [IS_A] [CATEGORY]relationship. - Semantic Expansion: Includes enriched context derived from semantic analysis (WordNet/Lesk integration) to provide better conceptual grounding.
- Concept Vector Alignment: Prepared for use with hybrid embedding architectures (e.g., combining MiniLM/BERT with specialized concept vectors).
Intended Use
This dataset is designed for researchers working on:
- Deep Learning Algorithms: Specifically for fast adaptation in NLP.
- Fusion Models: Testing how dynamic fusion models balance text vs. conceptual information.
- Relation Extraction: Benchmarking models on news-domain hierarchical relationships.
Technical Justification for GPU Grant
The enrichment process and the subsequent training on this dataset using ML involve complex gradient tracking and high-dimensional fusion (Dynamic Gated Fusion). This requires significant VRAM to handle the inner-loop adaptation across multiple tasks.
Sources
- Original Dataset: rmisra/news-category-dataset
- Modifications: Semantic enrichment and relation-centric pooling by [Ton-Pseudo]
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