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Bu7 his dad sa1d, "No, nоt tody iмmy. | mixed | [
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W lov3 ehach́ ther." Thy 7dyy up the Duuurnujtre and he toysand thd eolsl akiaanc th3 ca rs. | mixed | [
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of endd tthhe tdhhhe Thwtat Xtlahcs jmissssionn. is | mixed | [
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hTeyp eventuallg their home returned lesson, the butrerlfy and learned safvely. | mixed | [
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The layooffs repreesented m27% pf ths eumployees. | mixed | [
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has redurred 0f my fŕoj 4t dfferent uufnjjjy, 7ong lin3s lto A po1ts HAVVVE It'ѕ lif3. | mixed | [
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TTThe 1964, aDDy, 22, Julp у. | mixed | [
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On of e us works full-time qhile the other stays yo me and dabbles iin a bunch of part-tiimse gigws. | mixed | [
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Alberta Wheato Pool (AWP) remained the only business in the community until its successor, Agricore United took over Alberta Wheat Pool, and built a larger concrete elevatorto the east, the original 1928 AWP elevator was o longer needed and demolished in 1998. | mixed | [
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InteI-rland opеations Dsh eeescoted a donvoy to Gdaaoсanal beтwеen 26 Julu ahnd 16 Augus7 1943, then beg4n steady dhy bstwden INumex, lEfffacttte; And Espiritu Sany0. | mixed | [
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Throöoutjooout the Joouuurrdney some stayed bxck Oor becsme too iol to travel | mixed | [
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In 2002, Aspinall suggested thatthe Uniting Church in Ausfralia adopt such a form of governance., | mixed | [
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I wantes to kbow is th a goodB́reaaafast pption? | mixed | [
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TH oil enab́les thhhem to float in the water, maximizing the exxposure to sunliht. | mixed | [
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A number of events occur annually, including ghe Yankalilla Agricultural show, the Easetr rAt Shoẃ and the New Year's Eve Pageant notable. | mixed | [
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It is an аppproxiiimeate roundee square IN shape; and is unnusual in that it has no vusoblle inflow, yet iss not stagnabt. | mixed | [
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The infections were diagnosed according to the crit3ria of the CDC. | mixed | [
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nIsstac ancel culture is juse tpople eeexercising their 1A rights | mixed | [
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Itxlyyy clllmpretr at the 1948 WWWitñ,ed Olnyoicw in St. | mixed | [
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She kept rolling around the in oark and when she got a little ired she stopped to take a rest. | mixed | [
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Jussst tphe dose havve sencond today, | mixed | [
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Anusuya falls int a dilemma. | deletion | [
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Sue SSSAE y aelllllow taxi driive by uwicccklyy. | mixed | [
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Alexandru Tureiw (born August 7, 1952 in Cluj-Napoca) is a former light flyweight Romanian boxer who ocmpeted in the 1972 Summer Olympicccs. | mixed | [
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Zoom or an 1n person ciffee wou1d hw gd3a7. | mixed | [
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At ttthhhhe 2006 Natttiknal Ceeensus, its populationwas 2,772 in 720 householedds. | mixed | [
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But hten aa Small voice osaic, "Ktttm se!" Molly stepped clyoser and saw that it was a littlee foxxx | mixed | [
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won’t do it 4gain.ââ†Tm'5 dad gave im a dead Shapоoo botle to plxy Wit. | mixed | [
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She asked her Daddddy, but he was ignorant and said no. | repeated_chars | [
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"Heppi!" The girl looked aorhnt do see an lod mnatralped unded a lög. bigw | mixed | [
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I HOPED that they were just Hiding form predators as it’s a deep pond but it seems they have be.en taken. | mixed | [
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The diagnosis on the first repair for the whistle sound says nothing aboutthe readings for the high pressure fuel pump faliure, just that is was noisy, as well as some of the belts being noisy. | mixed | [
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This can be found by takin9 a block of cells around the CUT and calculating the average power level. | leetspeak | [
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Are there bears thrre? | typo | [
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once upoa n tixme there waere twf Oriends, Alex and Mi a, | mixed | [
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just be 5υrr tooo keeppp your sstocmmm lits uup to adtee tp мaaatch thi rnnnd3x y0yŕrrrack... | mixed | [
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In September 2005, Molly Brown was moved to the dry dock and in March 2006 Mark Twain resumed operration from Thunder Mesa Riverboat Landing. | mixed | [
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143-151 TTTopologicaaal groups | mixed | [
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Tһe Сonfeorence supports ziintiaaathies suuch as ahndgun reugggltian, rrrecycling, defense fundіng ad GGlobal waaarming. | mixed | [
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He ket banging his drum. | deletion | [
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I am a studeeent pi10t anddd hfnishinnm up flіgt on cjoo1 the sie to beec0m3 q Pilot whille 1worrk my r3gul4r gliht att5ndan JOB. | mixed | [
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yHis first turtle is disqualified, but his second turtle wins the race. | insertion | [
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Then twot birds caaame and theeemyy STARTED shakiny with the caterpiĺlaŕ and the flppwer too | mixed | [
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At that time, most deception researchers. instructed study participants to either "lie" or "tell the truth." mccornack, however, gave participants in his study no such guidance. | mixed | [
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128 (Aug. 1990) The Hous3 0f common, 1715-1754 - Romney fSedgwicck (90) Whig (Britksssh poxlitical party) aMOd Richard 1668 births 730 DeatH 5 hibgh Sheriffs fo Wiltshire Egnlish MPs 1690–1695 Plac3 oc death missing | mixed | [
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The elevation restrictions are less than | punctuation | [
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He holds up his spoon with some qartr aand bbits OF carrlt nad potafo. | mixed | [
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Tere ti s! | mixed | [
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Af7er a few minutes, Jakefound it aaand the magical man 7hanked himmm. | mixed | [
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He wa scared of the water. | deletion | [
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Blrn4huddin was fir5t establsihed as 4 eeerlpaceemnt rhnaa (popif3 s7ation headquargers)in 1876, due to a floodd which heavily da meaged the oforme3 thana in nearby Borhanganj. | mixed | [
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He Was the author of Ḥokmat ha-Mishkan or Iggeret Meleket ha-Mishkan (Mantua, 1.676), on the construction od the Firet Temple. | mixed | [
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Once upon a time T here Were twoo bords nameD dan qnd lElle. | mixed | [
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Everyone wanted to help him, but nothing seemde to help. | swap | [
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What itself a Uкraine Du5sia want3d is guffer betweeh NWTO. and neutral in actually | mixed | [
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These include questions as to whether a scene Juliius in Caesar in which Caesar adopts Mark Antony as a replacement for his dead son is related to Hamnet's death, or whether Romeo and Juliet is a tragic reflection of the loss lf a son or Alonso's guilt over his sons death in The Tempest is related. | mixed | [
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He said, "Grancma, your lamp is so nice!" Grandma replied, "Thanm you, Timmy. | typo | [
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S1l1l Dofon3 Zwh 🦓m p👌 | mixed | [
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Hence he rеquiremen for saving someoe from domio | mixed | [
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uur THE mdimmy camе ovsr and gave him a bigg hhg a lots of kisses. | mixed | [
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Linda jarman wqs found dewd iñ her apartment, also murdered, | mixed | [
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I kkknwojjjjjjahy oospls wwhkk do it. | mixed | [
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17 wjas red́ 4nudj h4d a big Whigte star on it. | mixed | [
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evem if itw dd gou ca just revivw it aywys. | mixed | [
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"You are ver y kins, evry ossnd, vry kinB!" den Says. | mixed | [
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Initil Arhiv3 successe5 such s the victory 4t fh Ba7te ofHysiae in 669 BC led to the Messenians Uprising | mixed | [
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These slabs SIF oj nte bottom edge. | mixed | [
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I will admit, i think Dark Haven doesn't portray its themes as well as Banana Fish, and I do believe Banana fish is better writtenin all aspects but if you want something to scratch that craving tihs shoullld do it. | mixed | [
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Early life Sorrell was born in 7ooting, London, and movedj to Southend, Essex, at the age of two. | mixed | [
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For wahteverreason, I can’t Seeм to think hgihly of myself. | mixed | [
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The eyes and lips don't aeem too far off, and it looks like they both have attached earlobes (a recessive trait). | typo | [
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T h Bluuue Ridgxe con5sts primarily ot metamorphіc 7kodks, which aare the metamorlhoewd equivaĺenrrrx of sedimenut4ry rocke or gneous rocks | mixed | [
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A Few years younger than her, Ferdinand was the olny child the of reigning Duke of Lucca. | mixed | [
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369) Education (Grants for Disabled Postgraduate Students) (Amendment) Regulations (Northern Ireland) 2003 (.R, | mixed | [
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On the way home, Lily sqw a dead bird on the sidewall. | typo | [
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shorrt1y after therepairs werefini5hed, thhhe bridge was completely destroyed by fire. | mixed | [
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But then Ben sawww a big box of new blocks on the shelf. | repeated_chars | [
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He s d, "It wan so probelm. | mixed | [
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i recently found my self ilistenig to teh books over the free first on Audiable . and i loved books 1-3 , but earth arc im done. i dont lime anything to do witth modern world and magic. and from what i gather reading its a common theme in this bok esries | mixed | [
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References Le, Tao and BHUSHAN, Vikas. | case | [
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Why, who nkows? | swap | [
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wear with any small them share a The have annnd I mask. driveway a I neighbors the never of have seen child | mixed | [
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Ѕhe wass a little patet buttt her mom was very proud og heprr for helpping the cat | mixed | [
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7:30 LP - 9:0zq J. | mixed | [
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Gh,e middle ucolld eprfform magic qith btu a word. | mixed | [
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Posttsseaso play CAA oouŕnnament rdrsults The Goldeeem Eagles have appeard in soeven tournqments. nCAAA | mixed | [
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You have goo,d taste. | punctuation | [
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You can chooes how mant days aftrr hte produca trrives to make Amazon rweqseutl w review. | mixed | [
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"typo"
] | en | 6 | You can choose how many days after the product arrives to make Amazon request a review. | 0.5 | reddit |
T́he innjureed cerwman devvvevlosp gnanngrwene So Jmams agrrees to trn Bacck o lisb́on. | mixed | [
"repeated_chars",
"case",
"unicode",
"swap",
"insertion",
"deletion"
] | en | 10 | The injured crewman develops gangrene so James agrees to turn back to Lisbon. | 1 | wikipedia |
John (died 23 March 1304), nicknamed Chiano, was the Judge of Arborea from 1297 o his death. | deletion | [
"deletion"
] | en | 1 | John (died 23 March 1304), nicknamed Chiano, was the Judge of Arborea from 1297 to his death. | 0.1 | wikipedia |
A secondary offering expected to raise an estimated $95 Million in June 1996 was delayed and reduced to About $41 million by late July 1996. | case | [
"case"
] | en | 2 | A secondary offering expected to raise an estimated $95 million in June 1996 was delayed and reduced to about $41 million by late July 1996. | 0.1 | wikipedia |
In these and other storkes Alice MMunrooo proves 0mce 4gain a sensitive and compassiknate chrohjcler if our times. | mixed | [
"leetspeak",
"typo",
"repeated_chars"
] | en | 6 | In these and other stories Alice Munro proves once again a sensitive and compassionate chronicler of our times. | 0.5 | textbooks |
Push hm into 7he wal1 4nd patch 4nd pan | mixed | [
"deletion",
"leetspeak"
] | en | 4 | Push them into the wall and patch and paint | 0.5 | reddit |
And I absolutely loved XD; | punctuation | [
"punctuation"
] | en | 2 | And I absolutely loved XD. | 0.5 | reddit |
He made up A fun game with st0nes and sticks. | mixed | [
"leetspeak",
"case"
] | en | 2 | He made up a fun game with stones and sticks. | 0.25 | stories |
Amazing event, shit skins, a lot of bugs Overal I liked Operation I.C.E more because it's battlepass was better | deletion | [
"deletion"
] | en | 1 | Amazing event, shit skins, a lot of bugs Overall I liked Operation I.C.E more because it's battlepass was better | 0.1 | reddit |
Faded wlals, old wood, old paint⎯every of fleck oaint is another story, not to be discarded. | mixed | [
"swap",
"typo",
"word_shuffle"
] | en | 3 | Faded walls, old wood, old paint⎯every fleck of paint is another story, not to be discarded. | 0.25 | textbooks |
RAOR!" e7h doh́ geasr rһej and́ lpok5 at 7hem. | mixed | [
"swap",
"unicode",
"leetspeak",
"typo"
] | en | 7 | ROAR!" The dog hears them and looks at them. | 1 | stories |
Jackson wirh nine blanketsfo project an EVIL power (masatchue taamanawas in Chinook jarogn) jnto Susie becausssec presssumably Hardy head hs own strong alie s ti profedt himsemlf. | mixed | [
"insertion",
"repeated_chars",
"typo",
"punctuation",
"bad_spacing",
"deletion",
"word_shuffle",
"swap",
"case"
] | en | 14 | Jackson with nine blankets to project an evil power (masatchie tamanawas in Chinook jargon) into Susie, presumably because Harry had his own strong allies to protect himself. | 0.75 | reddit |
While he does understand the importance OF keeping feet on, he's keenr ot cut feet fast anddd try to campus. | mixed | [
"swap",
"case",
"repeated_chars",
"insertion"
] | en | 4 | While he does understand the importance of keeping feet on, he's keen to cut feet fast and try to campus. | 0.25 | reddit |
End of preview. Expand in Data Studio
terrupt
Corrupted text → original text dataset. 32.5M sentence pairs across five severity levels, generated by a controlled corruption engine applied to clean text from Wikipedia, Reddit, TinyStories, and textbook corpora.
Task
Restore the original sentence from its corrupted version.
| Corrupted input | Original target |
|---|---|
i l0ve pr0gramm1ng |
I love programming |
Features
| Field | Type | Description |
|---|---|---|
original |
string | Clean source sentence |
corrupted |
string | Sentence after corruption |
corruptions |
Sequence[string] | List of operations applied |
corruption_type |
string | mixed or a single operation name |
severity |
float64 | Severity level: 0.1, 0.25, 0.5, 0.75, 1.0 |
op_count |
int64 | Number of corruption operations applied |
source |
string | Source corpus: wikipedia, reddit, stories, textbooks |
language |
string | Always en |
Splits
| Split | Rows |
|---|---|
| train | 29,226,052 |
| val | 1,623,670 |
| test | 1,623,669 |
Corruption Types
12 atomic operations: typo, deletion, insertion, swap, repeated_chars, bad_spacing, case, punctuation, unicode, leetspeak, word_shuffle. Records at severity < 1.0 use a single operation; severity 1.0 mixes multiple operations aggressively.
Severity Scale
| Level | Meaning |
|---|---|
| 0.1 | One minor typo |
| 0.25 | A couple of small errors |
| 0.5 | Several errors plus punctuation |
| 0.75 | Heavy corruption |
| 1.0 | The text survived a small civil war |
Usage
from datasets import load_from_disk
ds = load_from_disk("data/terrupt-textcorrupt")
ds["train"][0]
# {'original': 'But his dad said, "No, not today Timmy.',
# 'corrupted': 'Bu7 his dad sa1d, "No, nоt tody iмmy.',
# 'corruptions': ['leetspeak', 'unicode', 'deletion'],
# 'corruption_type': 'mixed', 'severity': 0.75, 'op_count': 5,
# 'source': 'stories', 'language': 'en'}
Source Corpora
| Source | HF Dataset | Records |
|---|---|---|
| Wikipedia | wikimedia/wikipedia (20231101.en) |
10,000,000 |
trungnam299/reddit_dataset_44 |
10,000,000 | |
| TinyStories | roneneldan/TinyStories |
10,000,000 |
| Textbooks | nampdn-ai/tiny-textbooks |
2,473,391 |
Limitations
Corruption operations are keyboard-oriented for Latin scripts (leetspeak, keyboard typos, homoglyphs). Records are synthetic, so distributional shifts relative to real-world typos are possible.
License
MIT
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