Datasets:
Tasks:
Text Classification
Sub-tasks:
multi-class-classification
Languages:
English
Multilinguality:
monolingual
Size Categories:
1K<n<10K
Language Creators:
other
Source Datasets:
extended|ag_news
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 missing columns ({'label'})
This happened while the csv dataset builder was generating data using
hf://datasets/bergr7/weakly_supervised_ag_news/unlabeled_train.csv (at revision e5f041fc5d507821b395ff746d57f97818bd8db1)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Error code: UnexpectedError
Need help to make the dataset viewer work? Open a discussion for direct support.
text
string | label
int64 |
|---|---|
Apple v. Apple: Perfect harmony? As eager Macintosh developers waited for Steve Jobs to speak, the familiar strains of quot;Magical Mystery Tour quot; filled the darkened hall at an Apple Computer conference in June. | 3 |
Violence still boosts companies #39; bottom line In the grisly video game Manhunt, players lurk in the shadows and use plastic bags, shards of glass and hammers to murder their enemies. | 1 |
Stocks Cautious Amid High Oil Prices NEW YORK Sept. 29, 2004 - US stocks are seen in a cautious mood at the open as investors take on board a persistently high oil price and reflect on Tuesday #39;s poor consumer confidence reading. | 2 |
Blackburn make move for Wales manager Hughes Blackburn Rovers have approached the Football Association of Wales (FAW) for permission to speak to Wales manager Mark Hughes, Welsh soccer #39;s ruling body said on Wednesday. | 1 |
Fujitsu and Cisco Team Up for IP Networks Fujitsu Limited and Cisco Systems, Inc. today announced that they have reached a fundamental agreement to enter into a strategic alliance focusing on routers and switches that will enable service providers | 2 |
Berkshire Profit Falls After Hurricanes NEW YORK (Reuters) - Berkshire Hathaway Inc. <A HREF="http://www.investor.reuters.com/FullQuote.aspx?ticker=BRKa.N target=/stocks/quickinfo/fullquote">BRKa.N</A>, the wide-ranging conglomerate run by billionaire investor Warren Buffett, posted sharply lower quarterly profit on Friday as its insurance operations paid out large claims from the series of hurricanes that hit Florida. | 2 |
Multiplex secures Ronin bid MULTIPLEX Group has seen off a late challenge to its takeover of Ronin Property Group, yesterday securing a crucial stake that all but guarantees a successful bid and a re-rating of the developer #39;s shares. | 2 |
Elcoteq Focuses on Design to Tap Hefty Demand (Reuters) Reuters - Elcoteq is targeting\growth by strengthening its focus on design services to tap\surging demand in the mobile handset market, Europe's top\electronics manufacturing services firm said. | 3 |
Mercedes in 3Q Is Ugly Duckling to Chrysler #39;s Swan Daimler-Benz #39;s \$34 billion acquisition of Chrysler Corp. in 1999, having wiped out substantial shareholder value, finally may be starting to justify the rationale of its architects. | 2 |
Can Laser Printers Fight Crime? Emerging technology uses a printer's fingerprint to trace and verify documents. | 3 |
Small Firms Vie for Slice Of Security Pie Small technology businesses in the Washington area have learned that breaking into the homeland security business is a lot harder than they'd expected. Just getting a call returned or a proposal considered is a victory. <FONT face="verdana,MS Sans Serif,arial,helvetica" size="-2"\ color="#666666"><B>-The Washington Post</B></FONT> | 3 |
Amazon launching DVD rentals The UK website of Amazon.com is launching a DVD rental service, the online retailer #39;s first foray into a market pioneered by US- based Netflix. | 3 |
Report: Apple offered Sony iTunes deal (MacCentral) MacCentral - Apple Computer Inc. Chief Executive Officer (CEO) Steve Jobs offered Nobuyuki Idei, chairman and group CEO of Sony Corp., the chance for Sony to come aboard Apple's iTunes Music Store service, the Nikkei Sangyo Shimbun newspaper reported in its Sept. 2 edition. The offer would have allowed for joint operation of the service, the newspaper said. | 3 |
Varitek: Captain courageous SEATTLE -- So, Jason Varitek, we all know you are the de facto captain of the Boston Red Sox. You are the quiet leader of this team, the man who turned a season around by shoving your mitt into the face of Alex Rodriguez, and a man who's got a 15-game hitting streak in the wake of last night's 13-2 ... | 1 |
Reuters looks to make India job hub Financial news and information provider Reuters Group PLC plans to make Bangalore its biggest worldwide employment center in order to become more competitive, executives said Thursday. | 2 |
News Corp. Acts to Block Bids (Reuters) Reuters - Rupert Murdoch's News Corp. Ltd. moved\on Monday to prevent a hostile bid from U.S. cable company\Liberty Media Corp., launching a plan to issue stock options\that would dilute the stake of any predator. | 2 |
Black seeks to buy out Hollinger Inc. minority investors, take <b>...</b> TORONTO (CP) - The Conrad Black saga took a fresh twist Thursday as the embattled press baron announced plans to buy out other shareholders of Hollinger Inc. | 2 |
Grand Theft Auto: San Andreas jacked Less than a week before its release, the wildly anticipated crime game has itself been stolen and republished on the internet. Less than a week after a pirated version of Halo 2 began appearing on the Web, another | 3 |
D.C. Unveils Stadium Plan Rumors spread that Major League Baseball is edging closer to moving the Expos to Washington as D.C. officials announce plans for a stadium on the Anacostia waterfront. | 1 |
Smart Phone Market Growing More Crowded (AP) AP - The smart phone market will grow more crowded Wednesday with the debut of two devices directed at opposite ends of the customer spectrum: a BlackBerry for consumers with a newfangled keyboard and a Nokia phone-organizer for mobile business professionals. | 3 |
Bettis endorses former Steelers assistant Clements as Notre Dame <b>...</b> PITTSBURGH - Steelers running back Jerome Bettis remains upset that Notre Dame fired football coach Tyrone Willingham but supports former Steelers assistant coach Tom Clements as his successor. | 1 |
Gold Hits 16-Year High; Asian Shares Gain SINGAPORE (Reuters) - Gold hit its highest level in more than 16 years on Tuesday as a steadier dollar failed to cool worries over the currency's outlook, while Asian stocks gained modestly after a solid performance on Wall Street. | 2 |
3Com to buy TippingPoint Officials at 3Com said today they have signed an agreement to acquire TippingPoint Technologies, a maker of intrusion-prevention systems. | 3 |
Marion Jones sues head of BALCO, challenges him to take lie <b>...</b> SAN FRANCISCO Olympic track star Marion Jones is seeking 25 (m) million dollars in a defamation lawsuit against BALCO founder Victor Conte. | 2 |
Deadly Blast Mars Chechen Voting GROZNY, Russia Aug. 29, 2004 - Chechens battered by five years of war, terrorism and misery voted Sunday for a president in an election that the Russian government portrayed as step toward stability, though | 0 |
MGM Stays in the Picture Shares of film studio Metro-Goldwyn-Mayer (NYSE: MGM) rose more than 6 on heavy volume yesterday on the back of reports from Reuters -- and followed up by various | 2 |
Best Buy: Best Sales Yet to Come NEW YORK (Reuters) - Best Buy Co. Inc. <A HREF="http://www.investor.reuters.com/FullQuote.aspx?ticker=BBY.N target=/stocks/quickinfo/fullquote">BBY.N</A>, the nation's top electronics retail chain, posted a 21 percent rise in quarterly profit on Wednesday, slightly above expectations, and said the holiday shopping season was even more competitive than last year. | 2 |
Oracle further extends PeopleSoft offer Oracle Corp. has again extended its \$7.7 billion cash offer for PeopleSoft Inc. Shareholders now have until Oct. 8 to tender their shares, Oracle said Thursday. | 2 |
Who #39;s your daddy now? NEW YORK - With last night #39;s 10-3 victory, the Red Sox made history. They became the first team ever to get down 0-3 in a playoff series to come back and win. | 1 |
Tommy Hilfiger Down 24 Pct on U.S. Probe (Reuters) Reuters - Shares of Tommy Hilfiger Corp. \fell 24 percent on Monday morning after the clothing maker said\a federal grand jury subpoenaed documents from its U.S. unit\regarding commissions paid to a subsidiary outside the United\States. | 2 |
Fund managers raise cash-asset level, says survey WASHINGTON, August 18 (Xinhuanet) -- Fund managers this month boosted the proportion of assets held in cash to the highest level since March 2003 when a global stocks rebound began, said the Washington Post on Wednesday. | 2 |
Men, Women More Different Than Thought (AP) AP - Beyond the tired cliches and sperm-and-egg basics taught in grade school science class, researchers are discovering that men and women are even more different than anyone realized. | 3 |
Swedes Czech out early The scattered tickets outside the Globe Arena told the story. There were no souvenirs from this one. In yet another important game that demanded the team be at its best, Sweden was at its worst. | 1 |
Manning deflects talk about possible TD passes record Unfortunately for the Detroit Lions, this was after the game in the locker room, when he was inundated with questions about his record-setting pace. | 1 |
Nikkei follows dollar down Japan #39;s Nikkei 225 average is down more than two percent by mid-morning Monday after the dollar #39;s tumble against the yen hit tech firms and exporters. | 2 |
Unemployment, Oil News Keep Stocks Mixed NEW YORK - A slowdown in economic growth and oil prices hovering around \$48 per barrel renewed fears of disappointing third-quarter earnings Thursday and kept stocks mixed. In late morning trading, the Dow Jones industrial average fell 39.53, or 0.4 percent, to 10,069.65, one day after the index lost more than 135 points... | 2 |
SunGard to spin off disaster unit SunGard, which provides software and services to top financial companies, will spin off its disaster data recovery business into a separate publicly traded company through a tax-free distribution of shares, according to executives. | 2 |
Lord Hanson: a swashbuckling risk-taker For a man whose name hung above the door, James Hanson was remarkably unsentimental about the company he had built from scratch. As a champion of shareholder value, he believed that all assets were up for sale (or at least, should be). | 2 |
Russia holds out on Iraq debt plan Russia has not agreed to a German-US proposal that would forgive up to 80 percent of Iraq #39;s foreign debt, according to German Finance Minister Hans Eichel. | 0 |
Doubleheader trimmed to one game The New York Yankees and the Tampa Bay Devil Rays were to play only one game of their scheduled doubleheader Monday. The first game was postponed because Tampa Bay was delayed leaving Florida because of Hurricane Frances. | 1 |
Tigers' Gurley elevates his game Elevation. Everyone's familiar with it, but only a rare breed can attain it. It's the intangible that allows a player to make his teammates play beyond their natural abilities. | 1 |
Three Cosmic Explosions Could Precede Supernovae (Reuters) Reuters - A trio of powerful explosions\emanating from three different regions in space could mean\astronomers might see stars blowing up within days, scientists\said on Friday. | 3 |
TXU Quadruples Dividend, Lifts Forecasts; Shares Soar (Update4) TXU Corp., the largest power company in Texas, more than quadrupled its dividend, restoring it to 94 percent of what it was about two years ago. | 2 |
Silicon sensors could save lives German scientists are working on tiny portable sensors that can spot health problems very early. | 3 |
Watson Plays Last Tourney Before Surgery (AP) AP - Tom Watson is tired of wincing every time he hits a golf ball. His right shoulder is aching and his left hip is ailing, so the five-time British Open champion will take a lengthy break from the game and have surgery after playing in the Constellation Energy Classic this weekend. | 1 |
U.N. War Court Transfers First Case to Serbia (Reuters) Reuters - The U.N. war crimes prosecutor sent\the first case to the Serbian judiciary Friday in a move that\could warm ties between the Hague-based court and Belgrade. | 0 |
Google Shares Rise as Profit, Sales More Than Double (Update2) Google Inc. #39;s shares surged to more than twice its initial public offering price after third-quarter profit and sales more the doubled and the company said the market for Web advertising shows no signs of slowing. | 2 |
Australia asks Singapore to spare life of drug smuggler (AFP) AFP - Australia will appeal directly to Singapore's president to spare the life of a Vietnamese-Australian facing execution for smuggling heroin into the city-state, Foreign Minister Alexander Downer said. | 0 |
Oil at 3-Month Low, Off \$8 in 7 Sessions Oil prices hit a new three-month low on Wednesday as mild winter weather in the United States and expectations of a rise in heating fuel stocks kept downward pressure on the market. | 2 |
RealNetworks promises iPod lockout fix Apple Computer Inc. has updated the software for some of its iPod music players so that songs bought from RealNetworks Inc. won #39;t play. | 3 |
National League Playoff Game Capsules Houston, TX -- Morgan Ensberg went 2-for-4 and drove in three runs to lead Houston over Atlanta 8-5 in Game 3 of their National League Division Series at Minute Maid Park. | 1 |
BU Bests Michigan Chaz Carr scores 14 of his game-high 16 points in the second half and BU hands Michigan its first home loss of the season, 63-52. | 1 |
Russia Completes Construction of Nuclear Power Plant in Iran G-8 countries, consisting of the seven largest industrialized countries and Russia met regarding Iran #39;s nuclear program. Iranian Deputy Prime Minister Gulariza Aghazade, the head of Iran #39;s atomic energy program | 0 |
AMD Announces New Mobile Chip For Notebooks Advanced Micro Devices announced its plans for a new lineup of mobile Athlon 64-bit processors intended for thin and light notebooks. | 3 |
Vodafone begins 3G mobile service Vodafone launches its third-generation services for mobile phones, offering video calls, music downloads and games. | 3 |
Netflix Sticks to Guns in Online DVD Rental Fight (Reuters) Reuters - Online DVD renter Netflix Inc.\ on Monday pledged to stick to a costly plan to double\its subscriber base by next year despite a price war with rival\video chain Blockbuster Inc. that analysts warn could\threaten its future. | 0 |
Ingram Micro Buys Tech Pacific to Expand in Asia Pacific Ingram Micro Inc, the world #39;s biggest distributor of computers and related parts, said it has agreed to buy Sydney-based Tech Pacific for A\$700 million (\$493 million) to expand in Asia Pacific. | 3 |
Sony lawyer enslaved worker, apparently ONE OF THE brains behind the music industry #39;s moves to drag old ladies, children and other file-sharers through the courts has just lost a slavery case. | 2 |
Soft Intel outlook spells weakness for tech sector Investors are expected to dump technology shares today in the wake of a financial update last night from bellwether Intel Corp. that one analyst called quot;a disaster. | 2 |
No. 19 Michigan Defeats Indiana 35-14 (AP) AP - Michigan's Chad Henne needed one half to warm up Saturday. Then he spent the third quarter picking apart Indiana's defense. | 2 |
Managers Move Some Funds to Europe, Asia (Reuters) Reuters - U.S. fund managers seem inclined not\to make any big shifts in allocations among the major asset\classes, but a new Reuters poll shows money moving into Europe\outside of the Eurozone and into non-Japan Asia. | 2 |
Europe probe arrives at the Moon The Smart 1 lunar probe has entered into orbit around the Moon, the first ever European mission to do so. quot;Europe has arrived at the Moon, we #39;re in lunar orbit, quot; said Professor David Southwood, director of science for the European Space Agency (Esa). | 3 |
Donald wins European Masters European Ryder Cup player Luke Donald shot a 5-under-par 66 Sunday to win the European Masters by five strokes for his second European tour victory. | 1 |
ATR Urges #39;Buy #39; of Apple; Targets \$78 Price American Technology Research analyst Shaw Wu has initiated coverage of Apple Computer (AAPL) with a #39;buy #39; recommendation, and a 12-month target of US\$78 per share. | 3 |
Bushs victory eases fears over trade SINGAPORE: Asian business circles reacted with relief Wednesday to the apparent re-election of President George W Bush, which eased fears of US protectionism, but some were concerned about his impact on the regions political stability. | 0 |
Mirant subsidiary settles CFTC pricing manipulation claims ATLANTA A Mirant Corporation subsidiary has agreed to pay 12-and-a-half (M) million dollars to settle government claims. The federal government accused the bankrupt Atlanta-based energy supplier of trying | 2 |
OPEC has asked US for oil help The president of the Organisation of Petroleum Exporting Countries says he has asked the US to release some of its emergency crude oil stocks. | 2 |
Study: MP3 Player Market Booming (NewsFactor) NewsFactor - Sales of portable MP3 digital-audio players are booming and are set to generate US #36;58 billion in revenue worldwide by 2008, according to a new study from research firm IDC. | 1 |
IMF report #39;not all good news #39; LABOR has accused the Federal Government of engaging in reckless spending which could push up interest rates. The claim came as the International Monetary Fund (IMF) gave the Government and the Reserve Bank a glowing report card. | 2 |
Few Electronic Disruptions Hit Republican Convention The electronic disruptions threatened during the Republican National Convention were minimal at most, the convention's infotech head said Friday. Max Everett, the convention's director of information technology, said he took the threats seriously and responded by increasing the site's capacity and security. | 3 |
Latest IE Worm Developed in Record Time While most security firms have designated the threat from the worm in the medium range, it is notable because of how quickly it was developed, Graham Cluley, technology consultant with Sophos antivirus, said. | 3 |
Latest Trojan delivers SMS spam payload IT security experts have intercepted a previously undocumented Trojan virus with a novel payload that attempts to send spam SMS messages to mobile phones. | 3 |
English elm 'brought by Romans' English elms could be descended from one tree brought here by Romans 2,000 years ago, scientists say. | 3 |
PGA Grand Slam to return to Poipu Bay in #39;05 Palm Beach Gardens, FL (Sports Network) - The PGA of America announced on Monday that the PGA Grand Slam of Golf will remain at Poipu Bay Golf Course in 2005. | 1 |
New DTS surround encoders leverage OS X, Xserve (MacCentral) MacCentral - Digital Theater Systems Inc. (DTS) on Wednesday announced the availability of two new audio software encoders aimed at audio professionals creating multi-channel soundtracks for DVD-Audio, DVD-Video and 5.1 CDs: the Pro Series 6.1 Surround Encoder, a standalone solution designed to work on Mac OS X and Windows-equipped computers, and the DTS Pro Series Network Encoder, which allows up to 99 users on Macs or Windows computers to encode audio using an Apple Xserve and Xserve RAID system. Both encoders were announced earlier this year, and are anticipated for release this month. ... | 3 |
Stocks Up as Oil Drops Sharply NEW YORK (Reuters) - U.S. stocks rebounded on Wednesday morning after the government reported a bigger-than-expected rise in crude oil inventories last week, triggering a sharp slide in oil prices. | 2 |
Comeback not enough To say the Sixers had trouble scoring in the first quarter Thursday is like saying a fish has trouble surviving out of water. Of their first 16 shots, the Sixers missed exactly 16. | 2 |
Els Sweats Out American Express Victory (AP) AP - The majors over, Ernie Els got a consolation prize Sunday by capturing his first World Golf Championship. Els outlasted Thomas Bjorn in a brilliantly played duel at Mount Juliet, making a 6-foot birdie on the 17th hole for a cushion he desperately needed and closing with a 3-under 69 to win the American Express Championship by one shot. | 1 |
Red Cross needs help with Charley aftermath The Red Cross has issued a call for help from communities across the nation in the wake of Hurricane Charley. The storm system that blew through Florida two weeks ago caused billions of dollars in damage - and | 2 |
TMM to Sell 51 Percent Stake in TFM NEW YORK (Reuters) - Mexico's Grupo TMM agreed to sell its 51 percent voting stake in Grupo Transportacion Ferroviaria Mexicana SA de CV, or Grupo TFM, to Kansas City Southern Industries Inc. for \$200 million in cash and 18 million shares of stock, the companies said on Wednesday. | 2 |
Pace reportedly signs 1-year deal with Rams Offensive tackle Orlando Pace signed a 1-year contract Sunday night worth \$7.02 million as the St. Louis Rams #39; franchise player, according to the St. | 1 |
Trinity streaks to 18th straight win Junior Josh Pitcher and freshman Chandler Barnard combined to pass for 212 yards and three touchdowns yesterday as Trinity rolled to a 36-14 victory over Tufts in a New England Small College Athletic Conference game in Hartford. | 1 |
Vampire goes head to head with Half-Life 2 Activision has revealed that it plans to ship Vampire: The Masquerade - Bloodlines on November 16th in the USA, meaning that the game will be in direct competition with Valve #39;s Half-Life 2 - the Source Engine technology for which Bloodlines uses under | 1 |
Sweep Dreams Are Made Of This BOSTONWith 10 homers in September, Angels outfielder Vladimir Guerrero likely wrested the American League Most Valuable Player award away from either David Ortiz or Manny Ramirez. | 1 |
Matsushita Unveils DVD Recorders, Eyes Higher Share (Reuters) Reuters - Panasonic brand products maker Matsushita\Electric Industrial unveiled five new DVD recorders on\Wednesday and said it was aiming to boost its share of the\domestic market to over 40 percent from around 35 percent. | 2 |
Tech Stocks Tumble as Intel Disappoints NEW YORK (Reuters) - U.S. technology shares tumbled on Friday after Intel Corp. <A HREF="http://www.investor.reuters.com/FullQuote.aspx?ticker=INTC.O target=/stocks/quickinfo/fullquote">INTC.O</A>, the world's No. 1 chip maker, slashed its revenue forecast, but blue chips were only moderately lower as drug and industrial stocks gained. | 2 |
Tennessee Titans Team Report A late schedule change certainly did not appear to faze the Titans in Week 1. Due to the threat of Hurricane Ivan in south Florida, Tennessees game against | 1 |
Hope lingers at Olympic Stadium as Expos set for possible last <b>...</b> MONTREAL (CP) - A large crowd is expected at Olympic Stadium for what may be the last home game for the Montreal Expos on Wednesday night, but who knows if the mood will be that of a party or a funeral? | 1 |
AIG Nears Settlements with Justice, SEC NEW YORK (Reuters) - American International Group Inc. <A HREF="http://www.investor.reuters.com/FullQuote.aspx?ticker=AIG.N target=/stocks/quickinfo/fullquote">AIG.N</A>, the world's largest insurer by market value, on Tuesday said it reached preliminary accords to settle federal criminal and regulatory probes into whether it helped two companies fraudulently inflate earnings. | 2 |
Intel eyes remote wireless device management Intel is working on a device management technology that could allow IT departments to use existing management software to bring a slew of wireless devices under the IT department umbrella. | 3 |
Relief for Euro Disney; Challenges Loom PARIS (Reuters) - Euro Disney shares leapt on Wednesday after the French theme park operator clinched a long-awaited deal to restructure its debt, but analysts say big challenges loom for Chairman Andre Lacroix. | 2 |
Lakers 89, Nuggets 78 In their first game as Kobe Bryant #39;s team, the Los Angeles Lakers didn #39;t need Bryant to dominate. Bryant had 25 points, seven assists and three blocked shots, and Chris Mihm added a career-high 23 points and | 1 |
Els Sweats Out American Express Victory THOMASTOWN, Ireland - The majors over, Ernie Els got a consolation prize Sunday by capturing his first World Golf Championship. Els outlasted Thomas Bjorn in a brilliantly played duel at Mount Juliet, making a 6-foot birdie on the 17th hole for a cushion he desperately needed and closing with a 3-under 69 to win the American Express Championship by one shot... | 1 |
Don #39;t rule it out completely Incredulity and bewilderment greeted today #39;s suggestion that rugby #39;s World Cup winning coach Clive Woodward might be England #39;s next football saviour. | 1 |
SEC investigates Thomson Financial unit (Stamford-AP, Oct. 18, 2004 10:40 AM) _ Stamford-based Thomson Financial says on of its units is being investigated by the Securities and Exchange Commission. | 2 |
Regulators to Widen Mutual Fund Probe WASHINGTON (Reuters) - Misconduct in the U.S. mutual fund industry is not limited to fund share trading; it's not even limited to funds, say market regulators. | 2 |
Microsoft Sees #36;100 Million First Day for 'Halo 2' (Reuters) Reuters - First-day sales of Microsoft\Corp.'s new video game "Halo 2" will reach #36;100\million, a senior Microsoft games executive said on Tuesday. | 1 |
Microsoft #39;s internet browser gets caught in its own web Here #39;s an interesting question: why is Microsoft #39;s Internet Explorer (IE) so bad? Not only is it outdated and tired compared with the competition, it is also exceedingly vulnerable to attack. | 3 |
Linux wants to earn your trust Trusted Computer Solutions (TCS) Inc. officials are developing Trusted Linux, a highly secure version of Linux that will rival Unix in environments in which security is the highest priority. | 3 |
Polar bears under threat from man-made chemicals The conservation agency World Wildlife Fund, or WWF, has warned that man-made chemicals pose a serious threat to polar bears. The WWF says three new scientific studies show | 3 |
End of preview.
Dataset Card for Weakly supervised AG News Dataset
Dataset Description
Dataset Summary
AG is a collection of more than 1 million news articles. News articles have been gathered from more than 2000 news sources by ComeToMyHead in more than 1 year of activity. ComeToMyHead is an academic news search engine which has been running since July, 2004. The dataset is provided by the academic comunity for research purposes in data mining (clustering, classification, etc), information retrieval (ranking, search, etc), xml, data compression, data streaming, and any other non-commercial activity. For more information, please refer to the link http://www.di.unipi.it/~gulli/AG_corpus_of_news_articles.html .
The Weakly supervised AG News Dataset was created by Team 44 of FSDL 2022 course with the only purpose of experimenting with weak supervision techniques. It was assumed that only the labels of the original test set and 20% of the training set were available. The labels in the training set were obtained by creating weak labels with LFs and denoising them with Snorkel's label model.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
English
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
text: a string feature label: a classification label, with possible values including World (0), Sports (1), Business (2), Sci/Tech (3).
Data Splits
- Training set with probabilistic labels from weak supervision: 37340
- Unlabeled data: 58660
- Validation set: 24000
- Test set: 7600
Dataset Creation
Curation Rationale
[More Information Needed]
Source Data
Initial Data Collection and Normalization
[More Information Needed]
Who are the source language producers?
[More Information Needed]
Annotations
Annotation process
[More Information Needed]
Who are the annotators?
[More Information Needed]
Personal and Sensitive Information
[More Information Needed]
Considerations for Using the Data
Social Impact of Dataset
[More Information Needed]
Discussion of Biases
[More Information Needed]
Other Known Limitations
[More Information Needed]
Additional Information
Dataset Curators
[More Information Needed]
Licensing Information
[More Information Needed]
Citation Information
[More Information Needed]
Contributions
Thanks to Xiang Zhang (xiang.zhang@nyu.edu) for adding this dataset to the HF Dataset Hub.
- Downloads last month
- 2