sentence-transformers/all-mpnet-base-v2
Sentence Similarity
•
Updated
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429M
•
•
878
Datasets:
Tasks:
Sentence Similarity
Modalities:
Text
Formats:
json
Sub-tasks:
semantic-similarity-classification
Languages:
English
Size:
100K - 1M
License:
set
sequence |
|---|
[
"The USHL completed an expansion draft on Monday as 10 players who were on the rosters of USHL teams during the 2009-10 season were selected by the League's two newest entries, the Muskegon Lumberjacks and Dubuque Fighting Saints.",
"USHL completes expansion draft"
] |
[
"Major League Baseball Commissioner Bud Selig will be speaking at St. Norbert College next month.",
"Bud Selig to speak at St. Norbert College"
] |
[
"It's fresh cherry time in Michigan and the best time to enjoy this delicious and nutritious fruit.",
"It's cherry time"
] |
[
"An Evesham man is facing charges in Pennsylvania after he allegedly dragged his girlfriend from the side of his pickup truck on the campus of Kutztown University in the early morning hours of Dec. 5, police said.",
"Evesham man faces charges for Pa."
] |
[
"NRT LLC, one of the nation's largest residential real estate brokerage companies, announced several executive appointments within its Coldwell Banker Residential Brokerage operations in Southern California.",
"NRT announces executive appointments at its Coldwell Banker operations in Southern California"
] |
[
"THE JSE kept toying with an all time high by midday today as resources continued to fuel the bourse.",
"JSE keeps toying with all time high"
] |
[
"The government is defending the latest police crime statistics despite a worrying rise in the recorded amount of violent offending.",
"Government defends crime statistics"
] |
[
"The renovated Marappalam bridge, which had been opened for two-wheelers last week, was opened for other vehicles also on Friday.",
"Marappalam bridge opened"
] |
[
"A new survey shows 30 percent of Californians use Twitter, and more and more of us are using our smart phones to go online.",
"Survey: 30 percent of Californians use Twitter"
] |
[
"Brightpoint ,a provider of logistic services to the mobile industry, has started operations in the Turkish market.",
"Brightpoint starts operations on Turkish market"
] |
[
"A WOMAN has been seriously injured in a collision with a police van in North Devon.",
"Woman seriously injured in collision with police van"
] |
[
"Alfalfa sprouts recalled because of salmonella poisoning were sold to more than 400 Wal-Mart stores in 15 states.",
"Alfalfa sprouts recall"
] |
[
"A strip club will open in Rochester High Street tonight, 15 months after it was approved.",
"Strip club opens tonight"
] |
[
"Hypermarcas SA, Brazil's fourth- largest consumer-goods company by market value, declined the most in two weeks after JPMorgan Chase & Co. cut its rating on concern the company may struggle to integrate recent acquisitions.",
"Hypermarcas declines most in two weeks as JPMorgan cuts rating"
] |
[
"It is being reported that Los Angeles police are looking for an apparently suicidal man who was released from a hospital, after being brought there by police upon being found hanging by his neck in a holding cell.",
"La police looking for suicidal man"
] |
[
"The Jersey Shore cast is being refused at many Miami hotspots since filming began.",
"Jersey Shore cast being refused at many Miami hotspots"
] |
[
"A tourist in China get a shock when a brown bear charges his car.",
"Brown bear charges car"
] |
[
"A team of RMIT students won a supply chain simulation game hosted by Victoria University in June.",
"RMIT students win supply chain simulation"
] |
[
"After months of speculation over mental stability, the Deerfield murder suspect was deemed fit to stand trial Friday.",
"Deerfield murder suspect deemed fit to stand trial"
] |
[
"Marriott International has filled top leadership positions on its newly formed Middle East and Africa regional team, based here in Dubai, announced Mark Satterfield, chief operations officer.",
"Marriott International fills top leadership positions on its Middle East and Africa regional team"
] |
[
"The war of words between Team Anna and the government grew intense on Sunday, with Kiran Bedi describing Prime Minister Manmohan Singh as Dhritarashtra.",
"Team Anna's Kiran Bedi describes Manmohan Singh as 'Dhritarashtra'"
] |
[
"Kendis Gibson has been named a Correspondent for CBS Newspath out of the Los Angeles bureau of CBS News.",
"Kendis Gibson named correspondent for CBS Newspath"
] |
[
"San Francisco Giants All-Star outfielder Melky Cabrera was suspended for 50 games Wednesday for testosterone, violating MLB's Joint Drug Prevention and Treatment Program.",
"Melky Cabrera suspended 50 games for testosterone"
] |
[
"Yamaha Motor Co., Ltd. has announced that it will withdraw from its life science business as of the end of December 2010 due to expected difficulties in achieving profitability attributed to limited market size and future growth prospects.",
"Yamaha Motor to withdraw from life science business"
] |
[
"More land for commercial development opened on the city's East End when the Jefferson City Planning and Zoning Commission approved two zoning requests Thursday.",
"Land for commercial development opens up on East End"
] |
[
">>> three years after that massive government bailout saved it, general motors is reporting its highest profits ever.",
"General motors reports highest profits ever"
] |
[
"A new study published in the Journal of Clinical Investigation has found that vitamin D may be an effective therapeutic agent to treat or prevent allergy to a common mold that can complicate asthma and frequently affect patients with Cystic Fibrosis.",
"Vitamin D may treat or prevent allergy to common mold"
] |
[
"At a regular press conference of the Ministry of National Defense of the People's Republic of China held on June 28, 2012, Geng Yansheng, spokesman of the MND, said the maritime liaison mechanism between the defense departments of China and Japan can help to avoid maritime misunderstanding and misjudgment.",
"Maritime liaison mechanism between China and Japan can help to avoid maritime misunderstanding and misjudgment"
] |
[
"Motorcycle mogul Jesse James has moved on in life with Kat Von D -- just after two months of his divorce from Sandra Bullock.",
"Jesse James moves on with Kat Von D"
] |
[
"A person walking on a Gaston County road was hit by a fire truck early Wednesday morning.",
"Person hit by fire truck"
] |
[
"Moga, July 15 Two unidentified migrant labourers were crushed to death by a speeding vehicle near Chuharchak village here when they were standing near the roadside.",
"Two migrant labourers crushed to death"
] |
[
"US young adults seem to worry as much about their online privacy like the older adults, only difference being that they are naive, a study has revealed.",
"Young adults worry as much about privacy like older adults"
] |
[
"Neste Oil will publish its fourth quarter and full year 2011 results on Friday, 3 February 2012 at approximately 9 am.",
"Neste Oil to publish its 2011 results on 3 February 2012"
] |
[
"Clearwater Marine Aquarium staff released 46 sea turtles back into the wild this morning at Honeymoon Island State Park.",
"Clearwater Marine Aquarium releases turtles"
] |
[
"Microsoft has put together an incident management team to monitor the swine flu outbreak and provide assistance to affected employees.",
"Microsoft's incident management team monitors swine flu"
] |
[
"The day is the second day of the second month in China's lunar calendar, which is popularly known as the day when the dragon raises its head.",
"Dragon raises its head"
] |
[
"Albion boss Gus Poyet will make changes to both the team and tactics against Huddersfield at Withdean tomorrow night in an attempt to cure the Seagulls' wretched home form.",
"Poyet to make changes"
] |
[
"ESPN on Tuesday began making a significant reduction of its work force, laying off more than 100 employees at its Bristol, Conn., headquarters and in at least one regional technology center.",
"ESPN lays off more than 100 employees"
] |
[
"Swift died on 18 April at his Manhattan home.",
"Voice actor Swift dies"
] |
[
"As reported by EGaming Review: ``Dedicated egaming bank Ivobank is refusing new customers amid doubt over its future.",
"Ivobank refusing new customers"
] |
[
"Partition affected the Indian Muslims adversely, especially those in the country's northern and eastern regions, and its socio-economic impact remains understudied, said Vice President Hamid Ansari on Monday.",
"Partition affected Muslims adversely:"
] |
[
"Google is reportedly updating its privacy policy after the settlement of privacy lawsuit over its Buzz.",
"Google updates its privacy policy"
] |
[
"A book club that meets monthly in The Victoria Park pub on Raymend Road is hoping to welcome new members to its next meeting, at 7.30pm on Tuesday, 22 March 2011.",
"Bedminster book club welcomes new members"
] |
[
"Premier Mario Monti formed a new Italian government without a single politician Wednesday, drawing from the ranks of bankers, diplomats and business executives to create a team to steer Italy away from financial disaster.",
"Monti forms Italian government with no politicians"
] |
[
"US President Barack Obama arrived in Brazil Saturday, launching the first leg of a Latin America tour focused on trade and job creation.",
"President Obama arrives in Brazil"
] |
[
"Dive teams searched Skaneateles Lake Wednesday night, looking for a possible missing boater.",
"Dive teams looking for possible missing boater"
] |
[
"A LIT firework was shoved through the letterbox of a house while a couple slept.",
"Lit firework shoved through letterbox"
] |
[
"London, March 11 American singer Lady Gaga has no boundaries on her relationships and says she won't mind falling in love with a woman.",
"Won't mind falling in love with a woman:"
] |
[
"Jennifer Aniston did her own stunts in The Bounty Hunter, despite her high heels.",
"Jennifer Aniston does stunt in heels"
] |
[
"The International Olympic Committee today announced that it has disqualified Syrian athlete Ghfran Almouhamad from the Games of the XXX Olympiad in London for an anti-doping rule violation.",
"Ioc disqualifies hurdler Almouhamad for anti-doping violation"
] |
[
"Motorola has just unveiled its gallery of conceptual handsets from the bowels of its design studios in order to celebrate 25 years of the cell phone, and we wish Motorola the best in whatever endeavors they embark upon with their future handset designs.",
"Motorola celebrates 25 years of cell phones"
] |
[
"Major private security companies signed a code of conduct Tuesday, pledging to respect human rights and the rule of law in conflict zones such as Iraq and Afghanistan, where some have been accused of abuses against the local population and reckless behavior.",
"Private security companies sign code of conduct"
] |
[
"Florida quarterback Tim Tebow was taken to a hospital in the back of an ambulance following a hard hit in the third quarter against Kentucky on Saturday night.",
"Tebow taken to hospital after hard hit"
] |
[
"In occupied Kashmir, several houses were gutted in a fire in Bandipore district.",
"Several house gutted in fire in Bandipore"
] |
[
"A lesbian couple, who eloped last week from this district, has been traced to Roorkee after a complaint by the family of one of the girls, police said on Saturday.",
"Lesbian couple traced to Roorkee"
] |
[
"YouTube today is launching XL, a new interface for the site that is customized for televisions.",
"YouTube launches xl:"
] |
[
"Flyers forward Jaromir Jagr, who left the Winter Classic with a leg injury on Monday, has a mild left groin strain, and will miss seven to 10 days.",
"Flyers forward Jaromir Jagr has a left groin strain, could miss up to 10 days"
] |
[
"Kyrgyzstan is to enter the Customs Union of Russia, Belorussia and Kazakhstan.",
"Kyrgyzstan to enter Customs Union"
] |
[
"Nigel Hasselbaink is back in contention for Hamilton`s Scottish Cup clash against Alloa after recovering from a knee injury.",
"Hasselbaink could be back"
] |
[
"England beat Bangladesh by 181 runs on the fifth day of the first test at the Zohur Ahmed Chowdhury Stadium on Tuesday.",
"England beat Bangladesh 181 runs in first test"
] |
[
"Apple has paid around GBP 3 million to buy 8.2 million shares in UK-based digital radio maker Imagination Technologies.",
"Apple buys into digital radio maker Imagination Technologies"
] |
[
"A US national was kidnapped in Pakistan in the eastern city of Lahore, police officials said on Saturday.",
"US national kidnapped in Pakistan, police say"
] |
[
"Trinidad and Tobago`s murder toll for this year jumped to 420 Thursday with the brutal murder of two Swedish nationals.",
"Trinidad & Tobago`s murder toll jumps with murder of Swedish nationals"
] |
[
"Newly wedded Innocent Ujah Idibia popularly called 2face turned 'pastor' in Ibadan while performing on the Star Trek stage on May 25, 2012.",
"2face turns pastor in Ibadan"
] |
[
"Long-time anchorman Jack Williams is leaving the 11 pm newscast at WBZ-TV, but will continue to co-anchor the 6 pm newscast with Lisa Hughes, according to Ro Dooley Webster, Boston market director of communications at WBZ-TV.",
"Jack Williams leaving 11 pm newscast"
] |
[
"Governor Brown visited a Riverside elementary school to try to gain Republican support to extend temporary tax hikes.",
"Governor Brown visits Riverside to gain Republican support"
] |
[
"Two small bombs exploded overnight outside the office of an anti-government protest leader amid intensifying political tension as street protests entered their fourth week, police said Monday.",
"Two small bombs explode outside office of anti-government protest leader, police say"
] |
[
"Western Union says its profit fell in the fourth quarter on slower demand for money transfers and bill payments.",
"Western Union profit falls on slowing demand"
] |
[
"For anyone who is trying to get pregnant, the most important question you should ask is ``how to calculate ovulation?''",
"How to calculate ovulation?"
] |
[
"Benton County Sheriff's deputies say a Prosser boy was stabbed multiple times last night over a narcotics dispute.",
"Prosser boy stabbed multiple times"
] |
[
"Percy Harvin returned to practice with the Vikings Thursday and reported no lingering effects from his latest migraine episode.",
"Percy Harvin returns to practice"
] |
[
"Paul McCartney says that The Beatles almost reformed while they were all still alive, but decided against it so they wouldn't ruin their legacy.",
"The Beatles almost reformed while they were all still alive"
] |
[
"Several hundred mourners have gathered to farewell Thomas Kelly at a private school in Sydney's west.",
"Hundreds gather to farewell Thomas Kelly"
] |
[
"In a story by David Biderman from the Wall St. Journal, the Boston Red Sox are the second most despised team in baseball, behind only the Cleveland Indians.",
"Red Sox are second most despised team in baseball"
] |
[
"Malta's register has attracted 35 additional aircraft since the new legal and regulatory framework was launched in January 2011, bringing the total to 111, the Transport Ministry has told The Times Business.",
"Malta register attracts 35 additional aircraft"
] |
[
"But in an interview with Bloomberg Business Week, Obama said he doesn't ``begrudge'' the $17 million bonus awarded to JPMorgan Chase CEO Jamie Dimon or the $9 million issued to Goldman Sachs CEO Lloyd Blankfein.",
"Obama doesn't 'begrudge' bonuses"
] |
[
"One in 10 workers has taken time off because of depression, a poll of 7,000 people in seven European countries has found.",
"One in 10 workers has taken time off for depression"
] |
[
"Michael Boley says Giants showed they 'are a team to be reckoned with' Champions aren't crowned in October, but Sunday's win over the 49ers had so much physicality and emotional intensity that it was easy to forget the leaves are still on the trees.",
"Michael Boley says Giants showed they 'are a team to be reckoned with'"
] |
[
"The Army bomb squad has arrived at the scene of a bomb scare in Hastings .",
"Bomb squad arrives"
] |
[
"Australian death metallers Impetuous Ritual are currently streaming two new songs online from their debut album ``Relentless Execution Of Ceremonial Excrescence.''",
"Impetuous Ritual streaming two new songs online"
] |
[
"An 8-year-old boy has died after he was hit by a car driven by his own mother at a shopping centre north of Brisbane.",
"Boy dies after being hit by car"
] |
[
"SMART Technologies Inc. announced a corporate restructuring that will sharpen focus on each of its target markets in Education and Enterprise while simultaneously streamlining its corporate support functions.",
"Smart Technologies announces corporate restructuring"
] |
[
"Sega and Obsidian Entertainment announced today Alpha Protocol, a new espionage role-playing game set in the modern world.",
"SEGA announces Alpha Protocol"
] |
[
"Wichita Mayor Carl Brewer has been hospitalized after experiencing chest pains on Tuesday, City of Wichita officials said.",
"Mayor Brewer hospitalized"
] |
[
"Idaho football coach Robb Akey will be in Boise and Twin Falls on Saturday as part of his statewide signing day tour.",
"Idaho's Akey will be in Boise on Saturday"
] |
[
"A University of Iowa study found that women who make their sexual debut as young teens are more likely to divorce, especially if ``the first time'' was unwanted, or if she had mixed feelings about it.",
"Women who make their sexual debut as young teens more likely to divorce"
] |
[
"The parents of Chelsea king will hold a community forum as part of their campaign to push for tougher laws against sex offenders tonight.",
"The parents of Chelsea king to hold community forum"
] |
[
"Perth, Feb 23 Australian pacer Brett Lee is set to retire from Test cricket on the advice of England rival and close friend Andrew Flintoff.",
"Australian pacer Brett Lee to retire from Test cricket"
] |
[
"When animals attack wanders into Japan and that leads us to a very odd story.",
"When animals attack:"
] |
[
"Dutch Premier League leaders PSV Eindhoven lost 0-1 at home to ADO Den Haag on Saturday evening.",
"Dutch Premier League leaders lose at home"
] |
[
"War veterans who served in Malaya in the 1950s and 1960s have been denied the right to wear medals of gratitude given to them by the Malaysian government.",
"Veterans denied right to wear medals"
] |
[
"Philips Electronics warned of sharply lower profits at its lighting division and toasters-to-shavers consumer business, due to weak demand in Europe.",
"Philips warns of lower profits in lighting and consumer business"
] |
[
"The Murphysboro Apple Festival Funland tickets and pageant tickets will go on sale starting Monday, August 15.",
"Murphysboro Apple festival tickets to go on sale"
] |
[
"European stocks edged lower in early trading Friday, after another weak session for Wall Street, with banks, miners and oil companies all losing ground.",
"European stocks edged lower in early trading"
] |
[
"Percy Harvin will be limited in practice Tuesday for the Minnesota Vikings due to an apparent knee injury.",
"Percy Harvin limited in practice Tuesday with knee injury:"
] |
[
"ESPN has dropped Hank Williams Jr. from opening Monday Night Football tonight after controversial comments Monday about President Obama, USA Today first reported.",
"Espn drops Hank Williams Jr. from 'Monday Night Football'"
] |
[
"Sakio Bika, the ``Contender'' season-three champion, says former champion Anthony Mundine is scared to fight him.",
"Sakio Bika: ``Anthony Mundine is scared to fight me''"
] |
[
"Labour unions say different electricity tariffs by Eskom and municipalities are becoming a significant trigger for service delivery protests.",
"'Electricity tariffs trigger service delivery protests'"
] |
[
"Quality Technology Services, one of the nation's largest privately held providers of data center facilities and managed services, announced today that Ultimate Software, the leading provider of unified HR, payroll, and talent management solutions, has renewed its contract with QTS' Miami data center facility.",
"Ultimate Software renews contract with QTS data center"
] |
[
"The mum of the model shot dead by Oscar Pistorius wept yesterday: ``Why would he kill my angel?''",
"``Why would he kill my angel?''"
] |
End of preview. Expand
in Dataset Viewer.
YAML Metadata
Warning:
The task_categories "paraphrase-mining" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, other
Dataset Card for "sentence-compression"
Dataset Summary
Dataset with pairs of equivalent sentences. The dataset is provided "AS IS" without any warranty, express or implied. Google disclaims all liability for any damages, direct or indirect, resulting from using the dataset.
Disclaimer: The team releasing sentence-compression did not upload the dataset to the Hub and did not write a dataset card. These steps were done by the Hugging Face team.
Supported Tasks
- Sentence Transformers training; useful for semantic search and sentence similarity.
Languages
- English.
Dataset Structure
Each example in the dataset contains pairs of equivalent sentences and is formatted as a dictionary with the key "set" and a list with the sentences as "value".
{"set": [sentence_1, sentence_2]}
{"set": [sentence_1, sentence_2]}
...
{"set": [sentence_1, sentence_2]}
This dataset is useful for training Sentence Transformers models. Refer to the following post on how to train models using similar pairs of sentences.
Usage Example
Install the 🤗 Datasets library with pip install datasets and load the dataset from the Hub with:
from datasets import load_dataset
dataset = load_dataset("embedding-data/sentence-compression")
The dataset is loaded as a DatasetDict and has the format:
DatasetDict({
train: Dataset({
features: ['set'],
num_rows: 180000
})
})
Review an example i with:
dataset["train"][i]["set"]
Curation Rationale
Source Data
Initial Data Collection and Normalization
Who are the source language producers?
Annotations
Annotation process
Who are the annotators?
Personal and Sensitive Information
Considerations for Using the Data
Social Impact of Dataset
Discussion of Biases
Other Known Limitations
Additional Information
Dataset Curators
Licensing Information
Contributions
- Downloads last month
- 151
Homepage:
github.com
Point of Contact:
Katja Filippova
Size of downloaded dataset files:
14.2 MB
Size of the auto-converted Parquet files:
23.8 MB
Number of rows:
180,000