agentlans/fasttext-line-classifier
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Eugene is perhaps best known as the translator of The Message, a rendering of the Scriptures into contemporary language. His high regard for the Scriptures led him to this work as a by-product of his decades-long pastoral ministry. As he wrote in the preface to The Message, | keep |
caity | keep |
Barral S, Beltramo R, Salio C, Aimar P, Lossi L, Merighi A. Phosphorylation of Histone H2AX in the Mouse Brain from Development to Senescence. International Journal of Molecular Sciences. 2014; 15(1):1554-1573.Chicago/Turabian Style | delete |
REVIEW: A Conjuring of Light (Shades of Magic #3) by V.E. Schwab | keep |
Gum Disease and the Body | keep |
Library of Congress. Congressional Research Service | keep |
From 8:00 am until 5:00 pm | keep |
Blockchain University | delete |
Measure around the fullest part of your chest, just under your arms and across the shoulder blades. Keep the measuring tape comfortably snug. | keep |
Planning bridges the gap from where we are to where we want to go planning can also be defined as “ a predetermined cause of action that helps to provide purpose and direction for members of an enterprise. | keep |
The Intrepid Escapegoat Vol. 1: Curse of the Buddha's Tooth | keep |
(7 pages, 29 July 1998) | keep |
1 Picture Gallery: The Beginner’s Guide to | delete |
the morning sky | keep |
Jewish values mean caring for the vulnerable, even when it’s hard. | keep |
(i) in connection with the purchase or sale of any security; | keep |
Kale is packed with important minerals and vitamins A, C, K, and B-6, and is a superfood when it comes to the prevention of many kinds of cancers and osteoporosis. That's right veggie friends- the next time someone asks you where you get your calcium, you might politely remind them that kale has more calcium per gram t... | keep |
https://youtu.be/gWvwD3m6ydw | keep |
The critically acclaimed show's second season is already stuffed with creamy celeb-filling, we cannot WAIT to take a chomp and let the scurry juices drip down our chin! | keep |
GE Residential Dishwasher GSD2000G00 Service and Repair Manual | keep |
Human milk fortifier | keep |
When establishing funding or other programs for rural areas, organizations must either define rural themselves or choose an existing definition of rural to determine eligibility. When choosing an existing definition, organizations may wish to consider the ease of determining rural status under each definition, as well ... | keep |
- title ▲ | keep |
Tags:Spider-Man: No Way Home | delete |
'Superproject' | keep |
June 14, 2019 / Matthew R. Perry | keep |
>in a complete haze, consider taking off her blanket and fucking her | keep |
Unchecked hypertension in Kotnala’s situation resulted in a kidney clot. After its removal, his BP decreased. He now ensures he takes his BP-lowering medication without fail and maintains a regular exercise routine. | keep |
- maths lesson plan on basic algebra | delete |
How can young engineers leverage their fossil fuels experience to develop new skills for the energy transition, and what is your advice for young professionals working under a multicultural environment as yours? | keep |
Certificate ISO 50001:2018 | keep |
1964.595 | keep |
The party hats tail waving cats those presents loads of fun, | keep |
Cycling to work can be a very rewarding experience. You will save money, get fit, lose weight and quite possibly save time. With so many advantages of cycling to work it is perhaps surprising more people don’t commute by bike. | keep |
a new site. You may loginthere. Visit them atforums.sourceop.com .</td></tr></tbody></table></td></tr><tr><td></td></tr><tr><td></td></tr></tbody></table></td><td></td><td><table><tbody><tr><td><table><tbody><tr><td>[ Downloads Main | Add Download | New | Popular | Top Rated ]</td></tr></tbody></table></td></tr></tbody... | delete |
Sat Nov 28, 2015 3:37 pm | delete |
Neither during the last 250 years nor the last 30 years, which have been strongly impacted by man, has the seasonal and annual fluctuation range hot-cold and dry-wet become greater.” | keep |
In addition, anxiety that is manifesting in a panicky state, or as nightmares, will respond well to the homeopathic medicines Arsenicum 30 or Aconite 30. Those who are extremely anxious, who will need Arsenicum, are likely to feel their fear also in their gut with symptoms such as diarrhea or nausea; and those who will... | keep |
So, could China insist on its resource trade being transacted and you want—well, it's tough. If it has nicely balanced bilateral trade with a country and a lot of leverage over it, then maybe it can and they'll be confident that they can, you know, buy various Chinese products and exchange. | keep |
- Rafael Nadal | keep |
9 Lacs+</td></tr><tr><td>ii</td><td>Deposits in Banks, Financial Institutions and Non-Banking Financial Companies</td><td>5,00,000 5 Lacs+ | keep |
## Sport and bolted routes | keep |
Angelic 1 is a good sign from the guardian angels that they are advising you to look at your habits, nature and behaviours, as they could be hindering your growth progress along your spiritual path. Your mindset, nature and attitudes can have a significant effect on your life, so it is important to foster positive idea... | keep |
[*=left]Coffee helps you focus and stay alert. Moderate caffeine intake, 1-6 cups a day, helps you focus and improves your mental alertness. | edit |
– kind of, sort of, rather, somewhat, really, pretty and any self-deprecating phrases | keep |
A burner orifice normally regulates the gas flow within a burner and it is a small part that you will find at the end of a burner tube. Whenever it is time for you to replace an orifice, make sure that you use a proper part that is compatible with the type of gas that ... | keep |
In 1912, only two grandmasters could be considered equal or superior to Akiba Rubinstein: Jose Capablanca and Emanuel Lasker. What about Alexander Alekhine? He played in the Seventh Russian Championship tournament in 1912, alongside Rubinstein, but A.A. lost more games than he won, while A.R. won the tournament. In tha... | keep |
Seeing the green bins more widely used. And on a personal level generating less waste. | keep |
Nearing graduation from the University of Vermont, I set my sights on one special project: gaining admission to Teach for America (TFA). They recruit college graduates who commit to two-year stints teaching in underprivileged communities with the aim of closing the achievement gap. Last year, 44,000 applicants vied for... | keep |
>single since dad left her a year back, doesn't bring around a lot of company | keep |
seeming to be good or promising but actually being disappointing or dishonest | keep |
Published August 12, 2007 | keep |
- ***TRAVELER ADVISORY*** State Highway Administration Prepares for Statewide Winter Storm Tuesday | keep |
Do something active like running, walking, playing, cycling, or swimming for 60 minutes every day. It’s not just your muscles that are getting stronger, exercise helps strengthen your immune system, too. | keep |
Key words: delayed coking, optimization, coking, technical measures, running cycle | keep |
- Co-authored "It's Not Dawn Yet". The Christian Literature Society New Delhi, 1977. Written in Tamil. | keep |
Williams WM, Stadtman ER, Moskovitz J: Ageing and exposure to oxidative stress in vivo differentially affect cellular levels of PrP in mouse cerebral microvessels and brain parenchyma. Neuropathol Appl Neurobiol 2004, 30: 161–168. 10.1111/j.1365-2990.2003.00523.x | keep |
- Deep set eyes | keep |
- People with low magnesium intake: Insufficient intake of magnesium can cause potassium deficiency by increasing potassium loss via the kidneys and reducing retention of potassium in the cells. A magnesium supplement is often necessary to protect adequate potassium levels in the body. | keep |
# Application Form | keep |
Ocampo first became interested in science as a child, when she would go on nature walks with her father. She studied physics at university and then went on to earn a PhD in geology. She has worked as a scientist at NASA and the Smithsonian Institution, and has been involved in many important research projects. | keep |
May 20- Day 2 of ALI Conference | keep |
# Rare association of granulomatosis with polyangiitis with an underdiagnosed spondyloarthritis effectively treated with rituximab: A case-report. | keep |
- Frisco | keep |
Background: Seven national 2020 Strategic Impact Goals for cardiovascular health (Life's Simple 7 [LS7]) estimates for major ethnic/racial groups are available, but not for diverse Hispanics/Latinos. Herein, we describe and examine LS7 profiles of diverse Hispanic/Latino groups. Methods: HCHS/SOL (analytic n = 15,825; ... | keep |
Observational basis of thermodynamics | keep |
Keep up-to-date on the latest at the Abengoa website: | keep |
Kim, Dea Hee. 1990. "A Cultural Program as an Effective Means of Ministry with the Second Generation Korean Youth in the United States of America." D.Min. Thesis, Drew University. | keep |
BRBPub.com powered by Intelius does not provide consumer reports and is not a consumer reporting agency. We provide sensitive information (criminal record, address, phone number, property, civil judgment, and more) that can be used to satisfy your curiosity, protect your family, and find the truth about people in your ... | keep |
Optional Background Material: Germino, Chpt. 7 and Wiser, Chpt. 12 | keep |
EasyCalculation.com's Draw An Ellipse – Enter your ellipse's height, width, and two center points and then view it on the graph. | keep |
is much excitement in the Heep camp and we hope to put an 18 month world | keep |
### How many employees does Wissenswerkstadt have currently?? | keep |
### A wad, deck of playing cards set down, stack quickly on top of each other 3 | delete |
Send an insult | keep |
Anova promotes the prevention, screening and management of viral hepatitis as a priority within its package of clinical services. Information on viral hepatitis is included in all training activities provided by the company to health care workers to raise awareness of this. Anova trains healthcare workers nationally to... | keep |
High credit scores generally sustain a higher point loss from a new mortgage. Point loss depends on a borrower's starting point; therefore, a borrower with an 800 FICO score stands to lose more points than a borrower with a 500 FICO score, according to CNN Money. Also, a new mortgage has a stronger impact on a co-signe... | keep |
The Wings | delete |
Predator Tee Shirt | keep |
- Directly through a portal. This is the only way the major devils can enter this world, as no caster can pay the cost required to give them a fitting body. Opening such a portal usually requires either major magic (gate or the equivalent) or the sacrifice of several adult mortals (willing or otherwise). This is also e... | keep |
HS Code: 84141089 | keep |
by Sponsor February 19, 2016 February 19, 2016 | delete |
Wyzenbeek | keep |
- The stronger the middle class, the less conflict in society | keep |
I am now outside of the Stranglethorn area and I’m continuing up the Nazferiti River, holding on to its eastern side. Duskwood’s dark aura is beginning to sip into the area here and I consider whether I should continue upriver and approach the Twilight Grove from the north, or continue on foot from here immediately. Ei... | keep |
New Brackett Church is a vibrant, community-focused church that puts lots of energy and love into all we do. As a Progressive Christian Church, we help people of all beliefs and traditions connect with what they need to be whole. We are not only a spiritual center but an integral part of the Peaks Island... Read more » | keep |
Collect pollen (the yellow powder found in the center of a flower) by rubbing a cotton swab against a stamen. Rub the stigma with the cotton swab covered with the pollen to help pollinate the flowers. | keep |
• Starting Secondary School | keep |
- rigorous | keep |
senior scientist at Climate Analytics, a non-profit climate science and policy institute. | keep |
A FATHER'S SUPPORT IS IMPORTANT TO SUCCESSFUL BREASTFEEDING! | keep |
“Through innovative technology and services, we are working to create more insightful utilities, smarter cities and a more resourceful world,” said Philip Mezey, Itron president and CEO. “I am proud of the work we do every day and am pleased to share our sustainability progress and goals.” | keep |
insideVehicle = "To buy this customization, you must be inside the vehicle!", | keep |
The student must complete two consecutive semesters of full-time graduate study. For students who have earned less than 24 graduate credits (at Stony Brook University and/or another institution), full-time study is 12 credits per semester. For students who have earned 24 graduate credits or more, full-time status is ni... | keep |
“Hope of the Ages” (52:29) | keep |
2. Winter feeding costs. | keep |
## Theses and dissertations | keep |
“Well . . . Yes.” Roger furrowed his brow in a way he both hoped and didn’t hope would be observed. | keep |
Thank you for your donation to Blepharospasm Australia Inc. | keep |
#446 / ✓resolved ticket | keep |
End of preview. Expand in Data Studio
UltraX Line Classification Dataset
This dataset provides line-level annotations extracted from large English corpora to determine whether individual lines should be kept, deleted, or revised for data cleaning and curation.
This dataset is inspired by the UltraX project but is not officially affiliated with it. No proprietary artifacts from the original project are republished here.
Methodology
- Data Collection: 50,000 rows were sampled from each configuration of openbmb/UltraX-Preview.
- Line Comparison: Raw and cleaned text versions from each row were compared to classify individual lines into mutually exclusive categories:
- Keep: Lines retained in the final clean text.
- Delete: Lines removed during the cleaning process.
- Edit: Lines that underwent revision between the raw and clean versions.
- Splitting: The dataset uses a stratified split into train (80%), validation (10%), and test (10%).
Class Distribution
| Label | Train | Validation | Test | Total |
|---|---|---|---|---|
| Delete | 644,545 | 80,568 | 80,568 | 805,681 |
| Edit | 46,964 | 5,871 | 5,871 | 58,706 |
| Keep | 3,518,387 | 439,798 | 439,799 | 4,397,984 |
| Total | 4,209,896 | 526,237 | 526,238 | 5,262,371 |
Limitations
- Class Imbalance: The dataset is heavily imbalanced, reflecting real-world data cleaning distributions (the vast majority of lines are kept, fewer are deleted, and only a small fraction are edited).
- Context Dependency: Annotations are performed at the line level, which may occasionally lack broader document context (e.g., a specific line might serve as a valid title in one document but an irrelevant footnote in another).
- Formatting Artifacts: Potential structural quirks or formatting artifacts may persist from the raw text inputs.
License
Distributed under the Apache 2.0 License.
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Models trained or fine-tuned on agentlans/UltraX-line-classification