Datasets:
Tasks:
Text Retrieval
Sub-tasks:
document-retrieval
Languages:
English
Multilinguality:
monolingual
Size Categories:
1K<n<10K
Language Creators:
found
Annotations Creators:
crowdsourced
Source Datasets:
original
ArXiv:
Tags:
License:
id
stringlengths 3
5
| text
stringlengths 421
1.44k
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sequence | nps
list | np_relations
list | coref
list | metadata
dict |
|---|---|---|---|---|---|---|
r692 | Racial Equality commissioner warns of racial violence in Britain
October 22, 2006
The head of the Commission for Racial Equality, Trevor Phillips, in an article in today's "Sunday Times", warns that, unless people are prepared to talk honestly with each other about racial prejudices, there could be violence in the streets, much worse than the riots in the North of England five years ago.
This intervention follows two weeks of interviews and phone-ins, an "air war", involving politicians and Government Ministers, including Prime Minister Tony Blair triggered by leader of the House of Commons, Jack Straw's comments urging Muslim women to drop the full veil.
Phillips describes the situation, "On one side of the trenches we have those who want a fully fledged auto-da-fé against British Muslims, in which anything any Muslim does or says must be condemned as a signal of their willful alienation and separation; on the other hand the defensiveness of some in the Muslim communities has hardened into a sensitivity that turns the most neutral of comments into yet another act of persecution". | [
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r693 | New Zealand broadcasters to pay back National party's GST
October 23, 2006
Today New Zealand newspaper, The Press, reported that New Zealand broadcasters are having to pay back the GST (Goods and Services Tax) owed to Inland Revenue by the New Zealand National Party for its election advertising. The amount owed is at least NZ$112,000.
Talks between broadcasters and the National Party were said to have failed.
Crown owned broadcaster, Television New Zealand (TVNZ) is having to pay back about $60,000. TVNZ told The Press that they have paid back $57,369 on behalf of the tax payer. "We did consider taking (legal) proceedings, but we actually decided against that," a spokesman for TVNZ said. "The likelihood would be that judgment could not be entered against the party as the debt was actually illegal. That is not to say that at some point we will not be looking to recover our money." | [
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r684 | Interview with Brodrick Thorpe, City Council candidate for Ward 10 in Mississauga, Canada
October 17, 2006
The upcoming 2006 Mississauga municipal election, to be held November 13, features an array of candidates looking to represent their wards in city council.
Wikinews contributor Nicholas Moreau has contacted as many candidates as possible, including Brodrick Thorpe, asking them to answer common questions sent in an email. There is no incumbent in the newly created ward; the sixteen residents competing for the position are Shah Rukh Alam, John Briers, Tony Ciufo, Jamie Dookie, Dale D'Souza, Prag Euclid, Adnan Hashmi, Elias Hazineh, Jack Janiak, Fasal Javaid, Craig Lawrence, Sue M. McFadden, Patrick Mendes, Barbara Polis, Graziano Roti, Ali Tahmourpour, and Scott Wilson.
Q: List the three most important issues in your campaign, and briefly explain why these are important. | [
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r685 | New policy at Madani High School requires non-Muslim girls to wear hijabs
October 14, 2006
The hijab, or "Muslim headscarf", is an item of clothing which is regarded by some Muslims as "compulsory" for women to wear. But for the first time in Britain, a Muslim school has declared that all girl students, including non-Muslims, will be required to wear the hijab.
Ten-percent of places at the Madani High School, a new school, will be allocated to students who are not of the Islamic faith, meaning that there will be 60 places for non-Muslim girls, who will all be expected to wear the headscarf.
The school asserts that it may require the headscarf as part of the uniform. The Commission for Racial Equality responded that the school should consider all pupils when putting together a uniform policy. | [
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r686 | American Idol argument ends in three years probation
October 14, 2006
A man was sentenced to three years probation after he and his mother argued about "American Idol," a popular TV show in the U.S.
Cory Favreau hit his mother with a novelty bike chain in May after she expressed praise for last year's runner-up Katherine McPhee. She was treated for a cut on her head and was released, police say.
Favreau, a twenty-five-year-old native of Plattsburgh, New York, pleaded guilty to third-degree assault. He also pleaded guilty to a contempt charge for violating a court order to stay away from his mother. | [
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r687 | Philippine President Arroyo tells business leaders security is top priority
October 17, 2006
Philippine President Gloria Macapagal-Arroyo assured local and foreign investors in the country that the government has placed national security on its top priority as alert levels against possible terror attacks were raised in the capital region Metro Manila and in Mindanao island.
Arroyo while speaking before the 8th CEO Forum of the Semiconductor and Electronics Industries in the Philippines in Makati City asked for help and more information on any possible terror cells in the country. Arroyo emphasized that, "The strong cooperation between the vigilant public and our security forces will deny the terrorists any room to carry out sinister plots."
Six people were killed and thirty others were injured during separate bomb attacks in the provinces of Sultan Kudarat and North Cotabato in southern Philippines. | [
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r688 | Engineers develop robotic microhand
October 19, 2006
A tiny pneumatic hand, with the ability to grasp objects smaller than a millimeter across has been developed by Yen-Wen Lu and Chang-Jin Kim of UCLA's Mechanical and Aerospace Engineering Department.
The researchers developed the microhand, which has four fingers built of minuscule silicon segments and polymer-balloon joints, to have a firm but gentle grip to facilitate manipulating tiny, delicate objects.
The hand opens and closes when the balloons in the joints are inflated and deflated. Because it is constructed of inert materials and is operated pneumatically rather than electronically, the micro-hand can operate in air or water, giving it the ability to grasp small biological samples which tend to be moist or submersed in a liquid environment. | [
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r677 | American Academy of Pediatrics supports dairy for lactose intolerant children
September 6, 2006
The American Academy of Pediatrics (AAP), in the September 2006 issue of its journal "Pediatrics", supports the use of dairy by lactose intolerant children.
Dr. Melvin B. Heyman, author of the article, says that just because a child is lactose intolerant, does not mean that they should avoid dairy altogether. Many lactose intolerant people can consume small amounts of dairy.
Heyman says that dairy consumption is important, especially for children, because of its high calcium content. The calcium is, in turn, important for stengthening growing bones. "If dairy products are eliminated," the article says, "other dietary sources of calcium or calcium supplements need to be provided." | [
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r678 | Toronto International Film Festival starts tonight
September 7, 2006
The 31st annual Toronto International Film Festival (TIFF) is starting tonight. The festival, runs until Sept. 16. Hundreds of stars will be there. Including Reese Witherspoon, Brad Pitt, Russell Crowe and more.
"Even if the film isn't bought, it's just the industry [is] seeing your film, recognizing the name," festival director and CEO Piers Handling said. "Financiers, agents are all here. It's amazing the number of filmmakers who will get American agents out of being at the festival. Even a Canadian agent."
The festival has a 352-film lineup, and includes selections from 61 countries, ranging from dramas and horror movies to documentaries, independent features and short films. | [
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r679 | "Australia stingray deaths possible revenge for Steve Irwin\n\nSeptember 13, 2006 \n\nFollowing the (...TRUNCATED) | ["Australia","stingray","deaths","possible","revenge","for","Steve","Irwin","\n\n","September","13",(...TRUNCATED) | [{"text":"Australia","first_char":0,"last_char":9,"first_token":0,"last_token":0,"id":"np0"},{"text"(...TRUNCATED) | [{"anchor":"np1","complement":"np2","preposition":1,"complement_coref_cluster_id":"cc2"},{"anchor":"(...TRUNCATED) | [{"id":"cc0","members":["np0"],"np_type":0},{"id":"cc1","members":["np1","np15","np16","np18"],"np_t(...TRUNCATED) | {"annotators":{"coref_worker":7,"consolidator_worker":5,"np-relations_worker":[11,9]},"url":"https:/(...TRUNCATED) |
End of preview. Expand
in Dataset Viewer.
Dataset Card for Text-based NP Enrichment
Dataset Summary
Text-based NP Enrichment (TNE) is a natural language understanding (NLU) task, which focus on relations between noun phrases (NPs) that can be mediated via prepositions. The dataset contains 5,497 documents, annotated exhaustively with all possible links between the NPs in each document.
The main data comes from WikiNews, which is used for train/dev/test. We also collected an additional set of 509 documents to serve as out of distribution (OOD) data points, from the Book Corpus, IMDB reviews and Reddit.
Supported Tasks and Leaderboards
The data contain both the main data for the TNE task, as well as coreference resolution data. There are two leaderboards for the TNE data, one for the standard test set, and another one for the OOD test set:
Languages
The text in the dataset is in English, as spoken in the different domains we include. The associated BCP-47 code is en.
Dataset Structure
Data Instances
The original files are in a jsonl format, containing a dictionary of a single document, in each line. Each document contain a different amount of labels, due to the different amount of NPs. The test and ood splits come without the annotated labels.
Data Fields
A document consists of:
id: a unique identifier of a document, beginning withrand followed by a numbertext: the text of the document. The title and subtitles (if exists) are separated with two new lines. The paragraphs are separated by a single new line.tokens: a list of string, containing the tokenized tokensnps: a list of dictionaries, containing the following entries:text: the text of the npstart_index: an integer indicating the starting index in the textend_index: an integer indicating the ending index in the textstart_token: an integer indicating the first token of the np out of the tokenized tokensend_token: an integer indicating the last token of the np out of the tokenized tokensid: the id of the np
np_relations: these are the relation labels of the document. It is a list of dictionaries, where each dictionary contains:anchor: the id of the anchor npcomplement: the id of the complement nppreposition: the preposition that links between the anchor and the complement. This can take one out of 24 pre-defined preposition (23 + member(s)-of)complement_coref_cluster_id: the coreference id, which the complement is part of.
coref: the coreference labels. It contains a list of dictionaries, where each dictionary contains:id: the id of the coreference clustermembers: the ids of the nps members of such clusternp_type: the type of cluster. It can be eitherstandard: regular coreference clustertime/date/measurement: a time / date / measurement np. These will be singletons.idiomatic: an idiomatic expression
metadata: metadata of the document. It contains the following:annotators: a dictionary with anonymized annotators idcoref_worker: the coreference worker idconsolidator_worker: the consolidator worker idnp-relations_worker: the np relations worker id
url: the url where the document was taken from (not always existing)source: the original file name where the document was taken from
Data Splits
The dataset is spread across four files, for the four different splits: train, dev, test and test_ood. Additional details on the data statistics can be found in the paper
Dataset Creation
Curation Rationale
TNE was build as a new task for language understanding, focusing on extracting relations between nouns, moderated by prepositions.
Source Data
Initial Data Collection and Normalization
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Who are the source language producers?
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Annotations
Annotation process
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Who are the annotators?
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Personal and Sensitive Information
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Considerations for Using the Data
Social Impact of Dataset
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Discussion of Biases
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Other Known Limitations
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Additional Information
Dataset Curators
The dataset was created by Yanai Elazar, Victoria Basmov, Yoav Goldberg, Reut Tsarfaty, during work done at Bar-Ilan University, and AI2.
Licensing Information
The data is released under the MIT license.
Citation Information
@article{tne,
author = {Elazar, Yanai and Basmov, Victoria and Goldberg, Yoav and Tsarfaty, Reut},
title = "{Text-based NP Enrichment}",
journal = {Transactions of the Association for Computational Linguistics},
year = {2022},
}
Contributions
Thanks to @yanaiela, who is also the first author of the paper, for adding this dataset.
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