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Type: Dataset
Tags:
Bibtex:
Tags:
Abstract:
The 30M Factoid Question-Answer Corpus consists of 30M natural language questions in English and their corresponding facts in the knowledge base Freebase.
The dataset is formatted as a text file, where each line contains:
```
\t \t
License: Creative Commons Attribution 3.0 Unported
The 30M Factoid Question-Answer Corpus consists of 30M natural language questions in English and their corresponding facts in the knowledge base Freebase.
The dataset is formatted as a text file, where each line contains:
<subject> \t <relationship> \t <object> \t natural language question,
where <subject>, <relationship> and <object> are the subject, relationship and object identifier in Freebase corresponding to the natural language question.
For a more detailed description, have a look at our paper:
Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus http://arxiv.org/abs/1603.06807
Sample:
<http://rdf.freebase.com/ns/m.04whkz5> www.freebase.com/book/written_work/subjects <http://rdf.freebase.com/ns/m.01cj3p> what is the book e about ?
<http://rdf.freebase.com/ns/m.0tp2p24> www.freebase.com/music/release_track/release <http://rdf.freebase.com/ns/m.0sjc7c1> in what release does the release track cardiac arrest come from ?
<http://rdf.freebase.com/ns/m.04j0t75> www.freebase.com/film/film/country <http://rdf.freebase.com/ns/m.07ssc> what country is the debt from ?
<http://rdf.freebase.com/ns/m.0ftqr> www.freebase.com/music/producer/tracks_produced <http://rdf.freebase.com/ns/m.0p600l> what songs have nobuo uematsu produced ?
<http://rdf.freebase.com/ns/m.036p007> www.freebase.com/music/release/producers <http://rdf.freebase.com/ns/m.0677ng> who produced eve-olution ?
<http://rdf.freebase.com/ns/m.0ms5mg> www.freebase.com/music/recording/artist <http://rdf.freebase.com/ns/m.0mjn2> which artist recorded most of us are sad ?
License: Creative Commons Attribution 3.0 Unported
Bibtex:
@article{, title= {30M Factoid Question-Answer Corpus (30MQA)}, keywords= {}, author= {Iulian Vlad Serban and Alberto García-Durán and Caglar Gulcehre and Sungjin Ahn and Sarath Chandar and Aaron Courville and Yoshua Bengio}, abstract= {The 30M Factoid Question-Answer Corpus consists of 30M natural language questions in English and their corresponding facts in the knowledge base Freebase. The dataset is formatted as a text file, where each line contains: ``` <subject> \t <relationship> \t <object> \t natural language question, ``` where <subject>, <relationship> and <object> are the subject, relationship and object identifier in Freebase corresponding to the natural language question. For a more detailed description, have a look at our paper: Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus http://arxiv.org/abs/1603.06807 Sample: ``` <http://rdf.freebase.com/ns/m.04whkz5> www.freebase.com/book/written_work/subjects <http://rdf.freebase.com/ns/m.01cj3p> what is the book e about ? <http://rdf.freebase.com/ns/m.0tp2p24> www.freebase.com/music/release_track/release <http://rdf.freebase.com/ns/m.0sjc7c1> in what release does the release track cardiac arrest come from ? <http://rdf.freebase.com/ns/m.04j0t75> www.freebase.com/film/film/country <http://rdf.freebase.com/ns/m.07ssc> what country is the debt from ? <http://rdf.freebase.com/ns/m.0ftqr> www.freebase.com/music/producer/tracks_produced <http://rdf.freebase.com/ns/m.0p600l> what songs have nobuo uematsu produced ? <http://rdf.freebase.com/ns/m.036p007> www.freebase.com/music/release/producers <http://rdf.freebase.com/ns/m.0677ng> who produced eve-olution ? <http://rdf.freebase.com/ns/m.0ms5mg> www.freebase.com/music/recording/artist <http://rdf.freebase.com/ns/m.0mjn2> which artist recorded most of us are sad ? ``` }, terms= {}, license= {Creative Commons Attribution 3.0 Unported}, superseded= {}, url= {} }