IndustryCorpus
Collection
19 items • Updated • 9
Datasets:
id stringlengths 30 34 | text stringlengths 15 67.9k | industry_type stringclasses 1
value |
|---|---|---|
2014-52/4410/en_head.json.gz/2561 | Iran protests: live
A week after the disputed poll, Iran's supreme leader Ayatollah Ali Khamenei led Friday prayers today in an attempt to quell continuing anger at the re-election of president Mahmoud Ahmadinejad. Follow live updates
Iran's supreme leader Ayatollah Ali Khamenei giving his Friday prayer sermon at Tehra... | 时政 |
2014-52/4410/en_head.json.gz/2592 | George Will: What plagues Obama is not isolationism
IN JANUARY 1938, Rep. Louis Ludlow, an Indiana Democrat, proposed a constitutional amendment strongly supported by the public: "Except in the event of an invasion of the United States or its territorial possessions and attack upon its citizens residing therein, the au... | 时政 |
2014-52/4410/en_head.json.gz/2629 | » Follow The World Desk On: » This Story:Read +| Comments
U.S., Russian negotiators 'at the finish line' on new START nuclear pact
By Mary Beth Sheridan
MOSCOW -- U.S. and Russian negotiators are "at the finish line" in negotiating a major agreement to cut the number of nuclear warheads each side has deployed against t... | 时政 |
2014-52/4410/en_head.json.gz/2671 | House Passes ‘No Budget No Pay,’ Extends Debt Limit
By John Parkinson@jparkABCSunlen Miller@sunlenmiller Jan 23, 2013 2:12pm
WASHINGTON — The House of Representatives voted today to approve a three-month extension of the debt limit in a bill that concurrently pressures lawmakers to adopt a budget or have their pay with... | 时政 |
2014-52/4410/en_head.json.gz/2699 | Capitol Words a project of the Sunlight Foundation
Compare Congressional Words and/or Phrases
Pick a word or phrase
All states Alabama Alaska Arizona Arkansas California Colorado Connecticut Delaware District of Columbia Florida Georgia Hawaii Idaho Illinois Indiana Iowa Kansas Kentucky Louisiana Maine Maryland Massach... | 时政 |
2014-52/4410/en_head.json.gz/2837 | Italy MPs back migrant crackdown
Thousands of migrants sail to Italy from North Africa every year
Italian MPs have backed a plan to fine illegal immigrants up to 10,000 euros ($13,000), as the government continues to tighten immigration controls.The lower house overwhelmingly backed the bill, which also proposes jailin... | 时政 |
2014-52/4410/en_head.json.gz/2856 | How to reach us Subscribe To The Paper
Our Town West Side Spirit Our Town Downtown Chelsea Clinton News Decision '09: General Election
Published Oct 29, 2009 at 6:01 am
(Updated Nov 11, 2014)
This November, two citywide offices are up for grabs, and several local incumbents are facing Republican challengers at the poll... | 时政 |
2014-52/4410/en_head.json.gz/2915 | Aaron Woolf, Bill Owens chat up business owners in Potsdam
PUBLISHED: THURSDAY, APRIL 24, 2014 AT 7:25 PM
POTSDAM Democratic congressional candidate Aaron G. Woolf is being taught more about the district he hopes to represent by the man he hopes to replace, an experience he describes as a kind of apprenticeship.Rep. ... | 时政 |
2014-52/4410/en_head.json.gz/2922 | Baby Boomers Remain Skeptical Of The Establishment By Don Gonyea
The baby boomers were born in the two decades after World War II and known for their anti-establishment liberalism in the 1960s. But their beginnings have not made them a predictable Democratic voting block. In 2008, boomers narrowly backed Barack Obama, ... | 时政 |
2014-52/4410/en_head.json.gz/3018 | Massacre Pushes Syria Closer to Civil War - World - CBN News - Christian News 24-7 - CBN.com
Massacre Pushes Syria Closer to Civil War
By John Waage
CBN News Sr. Editor
The killing of innocent children in Syria is forcing world leaders to take a hard line against the regime of President Bashar Assad.
The governments of... | 时政 |
2014-52/4410/en_head.json.gz/3033 | Analysts: U.S. will be a factor for years as Iraq remains turbulent By Joe Sterling, CNN An Iraqi soldier monitors traffic in central Baghdad on Tuesday, the official end of the U.S. combat mission in Iraq. STORY HIGHLIGHTSPolitical stability is important for Iraq, analysts agreeThere are similarities between Iraq and ... | 时政 |
2014-52/4410/en_head.json.gz/3040 | WHAT OTHERS SAY: How reasonable voices are obliterated by extremists in politics
Sunday, November 27, 2011 | 6:36 p.m. CST
Perhaps tired of Republican presidential politics getting all the laughs, a pair of Democratic pollsters last week repeated a suggestion that President Barack Obama should drop his bid for re-elect... | 时政 |
2014-52/4410/en_head.json.gz/3155 | The prime minister will decide Israel News | Haaretz
The prime minister will decide Unparalleled power that has been given to the PM gives him the opportunity to be a a path breaker who cuts the Gordian knot of the Israeli-Palestinian conflict in one fell swoop.
Reuven Pedatzur |
Sep. 1, 2010 | 12:53 AM
Benjamin Netany... | 时政 |
2014-52/4410/en_head.json.gz/3212 | The last two and a half years at the Kenya Mission to the United Nations have been
exceptionally exciting and highly rewarding. The nature of the work at the Kenya
Mission to the United Nations is not only highly varied and fast moving but exceptionally
Sadly most of what we do is not known nor truly understood back ho... | 时政 |
2014-41/1934/en_head.json.gz/15235 | Israel-News Today
Iran�s ex-president calls for talks with U.S. (WASHINGTON TIMES) By Abraham Rabinovich JERUSALEM, ISRAEL 04/06/12)
Source: http://www.washingtontimes.com/news/2012/apr/5/iran-ex-president-calls-for-talks-with-us/
WASHINGTON TIMES Articles-Index-Top
JERUSALEM � A former president of Iran is calling on ... | 时政 |
2014-41/1934/en_head.json.gz/15638 | 244 Hodgson to Department of External Affairs
Cablegram UN722 NEW YORK, 4 August 1947, 10.17 p.m.MOST IMMEDIATE SECRET
Security 425.
Your 425. [1]
1. I approached both the President of the Security Council and the Assistant Secretary-General and urged that United Nations official should be flown to Java to observe acti... | 时政 |
2014-41/1934/en_head.json.gz/15738 | FLANK DOCUMENT AGREEMENT TO THE CFE TREATY (Senate - May 14, 1997) [Page: S4473]
Mr. LOTT...I am glad I was able to come to the floor, Madam President, and listen to this exchange. I always enjoy learning from the exchanges involving the senior Senators, like the Senators from West Virginia and North Carolina and Delaw... | 时政 |
2014-41/1934/en_head.json.gz/15849 | Jewish Peace News (JPN) is an information service that circulates news clippings, analyses, editorial commentary, and action alerts concerning the Israel / Palestine conflict. We work to promote a just resolution to the conflict; we believe that the cause of both peace and justice will be served when Israel ends the oc... | 时政 |
2014-41/1934/en_head.json.gz/15888 | California Rep. Ellen Tauscher accepts State Department post, setting off political scramble to replace her
Now that Rep. Ellen Tauscher (D-Alamo) has accepted a position in Hillary Rodham Clinton's State Department, the race is on to fill her seat from California's 10th Congressional District, just east of the Bay Are... | 时政 |
2014-41/1934/en_head.json.gz/16176 | Senator John Hoeven
Republican of North Dakota
Mailing address: G11 Dirksen Senate Office Building, Washington DC 20510
and online contact form
ND Office Phone: 701-250-4618
Links to Campaign Contribution Data for John Hoeven:
Sen. Hoeven's campaign committee activity
Detailed list of campaign contributions to Senator ... | 时政 |
2014-41/1934/en_head.json.gz/16290 | 9/11 Report
The U.S. government was ill-prepared to detect mistakes by al-Qaida plotters and stop the worst terror attacks in American history, the Sept. 11 commission said Wednesday in a final report that recommends sweeping overhaul of the nation's intelligence services to disrupt future attacks.
Bush thanked them fo... | 时政 |
2014-41/1934/en_head.json.gz/16346 | Gov. Haley Budget vetoes $94 million from state budget
By JEFFREY COLLINS
AP Photo/Jeffrey Collins
South Carolina Gov. Nikki Haley vetoed about $94 million from the state budget on Monday, but she retained money for a preschool program. COLUMBIA — South Carolina Gov. Nikki Haley vetoed about $94 million from the state ... | 时政 |
2014-41/1934/en_head.json.gz/16382 | ONLINE EDITION FRIDAY FEBRUARY 2, 2007
Why She's Voting for Johnson on Feb. 6
As you may be aware, we have a very important special election coming up on Feb. 6. This is an exciting opportunity. Port Washington's own Craig Johnson (D), our local Nassau County Legislator, will be running for the New York Senate Seat rec... | 时政 |
2014-41/1934/en_head.json.gz/16662 | Deputy Director, Europe and Asia - International Foundation for Electoral Systems (IFES)
Testimony :: Gavin WeiseDeputy Director, Europe and Asia - International Foundation for Electoral Systems (IFES)
Elections in Ukraine Gavin Weise, Deputy Regional Director, Europe & Asia International Foundation for Electoral Syste... | 时政 |
2014-41/1934/en_head.json.gz/17254 | NATO’s relations with Austria
NATO-Austria relations are conducted through the Partnership for Peace framework, which Austria joined in 1995. NATO and Austria actively cooperate in peace support operations, and have developed practical cooperation in a range of areas.
NATO Secretary General Anders Fogh Rasmussen and th... | 时政 |
2014-41/1934/en_head.json.gz/17505 | Home > How to fix county government?
How to fix county government?
January 23, 2013 — The frayed relationship between Sullivan County Manager David Fanslau and the majority of county legislators has been on display in public in recent weeks, as press conferences and news reports made clear that a majority of legislator... | 时政 |
End of preview. Expand in Data Studio
Industry models play a crucial role in driving enterprise intelligence transformation and innovative development. High-quality industry data is key to improving the performance of large models and realizing industry applications. However, datasets currently used for industry model training generally suffer from issues such as insufficient data volume, low quality, and lack of domain expertise.
To address these problems, we constructed and applied 22 industry data processing operators to clean and filter 3.4TB of high-quality multi-industry classified Chinese and English language pre-training datasets from over 100TB of open-source datasets including WuDaoCorpora, BAAI-CCI, redpajama, and SkyPile-150B. The filtered data consists of 1TB of Chinese data and 2.4TB of English data. To facilitate user utilization, we annotated the Chinese data with 12 types of labels including alphanumeric ratio, average line length, language confidence score, maximum line length, and perplexity.
Furthermore, to validate the dataset's performance, we conducted continued pre-training, SFT, and DPO training on a medical industry demonstration model. The results showed a 20% improvement in objective performance and a subjective win rate of 82%.
Industry categories: 18 categories including medical, education, literature, finance, travel, law, sports, automotive, news, etc. Rule-based filtering: Traditional Chinese conversion, email removal, IP address removal, link removal, Unicode repair, etc. Chinese data labels: Alphanumeric ratio, average line length, language confidence score, maximum line length, perplexity, toxicity character ratio, etc. Model-based filtering: Industry classification language model with 80% accuracy Data deduplication: MinHash document-level deduplication Data size: 1TB Chinese, 2.4TB English
Industry classification data size:
| Industry Category | Data Size (GB) | Industry Category | Data Size (GB) |
|---|---|---|---|
| Programming | 4.1 | Politics | 326.4 |
| Law | 274.6 | Mathematics | 5.9 |
| Education | 458.1 | Sports | 442 |
| Finance | 197.8 | Literature | 179.3 |
| Computer Science | 46.9 | News | 564.1 |
| Technology | 333.6 | Film & TV | 162.1 |
| Travel | 82.5 | Medicine | 189.4 |
| Agriculture | 41.6 | Automotive | 40.8 |
| Emotion | 31.7 | Artificial Intelligence | 5.6 |
| Total (GB) | 3386.5 |
For the convenience of users to download and use, we have split the large dataset into sub-datasets for 18 industries. The current one is the sub-dataset for the politics industry.
Data processing workflow:
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