Datasets:

Task Categories: text-classification
Languages: en
Multilinguality: monolingual
Size Categories: 10K<n<100K
Language Creators: found
Annotations Creators: crowdsourced
Source Datasets: extended
Dataset Preview Go to dataset viewer
rating (float)content (string)
0.2
The European Union includes how many ?
0.4
What are Mia Hamms accomplishment ?
1
Which form of government is still in place in greece ?
0.8
When was the canal de panama built ?
0.6
What color is the black box on commercial aeroplane ?
0.2
An element on the periodic table ?
0.8
How did samoans come into samoa ?
0.2
Who disscoverd rihanna ?
0
Modern day meter is defined ?
0.8
What is the value of military payment certificate series 661 ?
0.4
Adjective starts with the letter e ?
0
Population of owls just in north america ?
0.4
What is ireland 's favorite foods ?
0.6
How do you remove the stereo in a hyundai elantre ?
0.6
When did herbert walker bush die ?
0.4
Huge flowers that start with letter C ?
0.8
What is the sound quality of the oboe ?
0
How do you become a more confident ?
0.2
What is the harp seal pups weight ?
0.4
Can you catch mew three in emerald ?
0.8
Is johnny depp a celtic fan ?
0.4
Where is the remove history ?
0.2
2 What were the sources of the American economic recovery of the 1980s and 1990s ?
0.4
1956 world series MVP ?
0
One of Mussolini 's goals ?
0.2
What is the hichest point in the Mississippi ?
0.6
Where did Roald Dahl live in his teenaged years ?
0.2
How much does 3 miles equal ?
0
Whywas Benjamin Franklin a famous Scientist ?
0.4
How many leagues in a mile in the mexican term ?
0
5 parts of chloroplast ?
0
How do you secur wireless internet ?
0.8
What are some ingredients of detergent ?
0
The total resistence in a parallel circuit is what the smallest resistor in the circuit ?
0
97 saturn service light reset ?
0.6
How do you hack super smash bros brawl for wii ?
0.2
10 example of figurative speech ?
1
What is released when an ion is formed ?
1
What is poe most famous for ?
0.2
When did marry curry got noble prize ?
0.4
What did stephen a douglass do ?
0.6
How many ounces of flour in one cup ?
0.2
What year did gondhi die ?
1
What is the national anthem in Israel ?
0.8
How does a singles line work at a theme park ?
0.8
How much does a club soccer coach make ?
0.2
Mitchell Musso msn address ?
1
How many people will 10 pounds of ham feed ?
1
Should you try to stop poverty around the World ?
0.6
How much money do forensic psychology people earn ?
0
No Date Silver Roosevelt Dime Obverse Die Cap ?
1
What is the punishment for grand theft ?
0.8
What is the value of a 1936 Australian Threepence ?
0
Prozac adverse side effects ?
0.2
What is the scotlands longest river ?
1
Which records has Martin Brodeur broken ?
0
What occur with the earth that causes an ice age ?
0
Comparative analyzes of demand and supply ?
0
A normal pulse rate per mins may be ?
1
What is the value of the 1939 penny ?
0
Similiarities between asexual and sexual reproduction ?
0.2
What is duane chapmans salary ?
0.6
What year did julius cesear die ?
1
How much is a yen worth in US dollars ?
0.8
What machine dealt the final blow in Alaska ?
0.2
What continent of uganda is ?
0
Battery location 1995 525i ?
0.8
How do snakes feed their youngling ?
0.6
What are the yankee doodle notes for the xylophone ?
0
Produce antibodies and are formed from b cellls ?
0.8
What is osgood schlatter diease ?
0.6
What are the three types of government in the us ?
0.8
What are the differences between confucius and hanfeizi ?
1
What is the symbolism and meaning of the monarch butterfly ?
0.2
How did evanescence was found ?
0.8
How many songs does it take to fill a 1 gig memory card ?
1
How many calories in a cup of bluberries ?
1
Where is rapper akon from ?
0.8
Where is the county of denmark located ?
0.4
Where did lorraine hansberry live her childhood at ?
0.2
What causes a nsanmi ?
0
What cycalone is a category 5 ?
0
Are the human is agent of pollination ?
0
What is islams churchs called ?
0.8
How is cri-du-chat inherited ?
0
Install water pump in 1997 Metro ?
0
What arre the arthropods ?
1
What are the raw materials in hair gel ?
0.4
Are Hyenas are scavengers ?
0.8
How do sympathetic nerves affect the pacemaker ?
1
What is sports officiating ?
0.6
Where is national yellowstone park located ?
1
How do you wipe data form your hard drive ?
0.2
Population of Edinburgh Scotland ?
0.6
Where is the inertia switch in your 97 chevey tahoe ?
0.4
What Are The Additional Symbols Of Utah ?
0
Making pleasurable sex for your wife ?
1
What is saint Lucia 's capital ?
1
Are humans also mammals ?
0
Install knock sensor on quest 1994 ?
End of preview (truncated to 100 rows)

Dataset Card for Google Query-wellformedness Dataset

Dataset Summary

Google's query wellformedness dataset was created by crowdsourcing well-formedness annotations for 25,100 queries from the Paralex corpus. Every query was annotated by five raters each with 1/0 rating of whether or not the query is well-formed.

Supported Tasks and Leaderboards

[More Information Needed]

Languages

English

Dataset Structure

Data Instances

{'rating': 0.2, 'content': 'The European Union includes how many ?'}

Data Fields

  • rating: a float between 0-1
  • sentence: query which you want to rate

Data Splits

Train Valid Test
Input Sentences 17500 3750 3850

Dataset Creation

Curation Rationale

Understanding search queries is a hard problem as it involves dealing with “word salad” text ubiquitously issued by users. However, if a query resembles a well-formed question, a natural language processing pipeline is able to perform more accurate interpretation, thus reducing downstream compounding errors. Hence, identifying whether or not a query is well formed can enhance query understanding. This dataset introduce a new task of identifying a well-formed natural language question.

Source Data

Used the Paralex corpus (Fader et al., 2013) that contains pairs of noisy paraphrase questions. These questions were issued by users in WikiAnswers (a Question-Answer forum) and consist of both web-search query like constructs (“5 parts of chloroplast?”) and well-formed questions (“What is the punishment for grand theft?”).

Initial Data Collection and Normalization

Selected 25,100 queries from the unique list of queries extracted from the corpus such that no two queries in the selected set are paraphrases.

Who are the source language producers?

[More Information Needed]

Annotations

Annotation process

The queries are annotated into well-formed or non-wellformed questions if it satisfies the following:

  1. Query is grammatical.
  2. Query is an explicit question.
  3. Query does not contain spelling errors.

Who are the annotators?

Every query was labeled by five different crowdworkers with a binary label indicating whether a query is well-formed or not. And average of the ratings of the five annotators was reported, to get the probability of a query being well-formed.

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

[More Information Needed]

Licensing Information

Query-wellformedness dataset is licensed under CC BY-SA 4.0. Any third party content or data is provided “As Is” without any warranty, express or implied.

Citation Information

@InProceedings{FaruquiDas2018,
   title = {{Identifying Well-formed Natural Language Questions}},
   author = {Faruqui, Manaal and Das, Dipanjan},
   booktitle = {Proc. of EMNLP},
   year = {2018}
}

Contributions

Thanks to @vasudevgupta7 for adding this dataset.

Update on GitHub

Models trained or fine-tuned on google_wellformed_query