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interacts_with DB00773?
[ "Induction of apoptosis of Beta cells of the pancreas by advanced glycation end - products , important mediators of chronic complications of diabetes mellitus . We herein report cytotoxicity of advanced glycation end - products ( AGEs ) on pancreatic beta cells . AGEs stimulated reactive oxygen species ( ROS ) gene...
[ "___MASK10___", "___MASK16___", "___MASK2___", "___MASK42___", "___MASK43___", "___MASK51___", "___MASK66___", "___MASK71___", "___MASK92___" ]
___MASK51___
MH_train_0
interacts_with DB09079?
[ "Prolonged treatment with bicalutamide induces androgen receptor overexpression and androgen hypersensitivity . BACKGROUND : Various hormone refractory prostate cancer cell models have been established with androgen depletion and have helped to clarify the mechanism for the transition into androgen - depletion inde...
[ "___MASK14___", "___MASK23___", "___MASK25___", "___MASK26___", "___MASK27___", "___MASK39___", "___MASK58___", "___MASK62___", "___MASK6___" ]
___MASK25___
MH_train_1
interacts_with DB00083?
["Anti - Parkinson ' s disease drugs and pharmacogenetic considerations . INTRODUCTION : The develop(...TRUNCATED)
["___MASK11___","___MASK20___","___MASK33___","___MASK40___","___MASK48___","___MASK49___","___MASK5(...TRUNCATED)
___MASK11___
MH_train_2
interacts_with DB00083?
["A protein chip membrane - capture assay for botulinum neurotoxin activity . Botulinum neurotoxins (...TRUNCATED)
["___MASK12___","___MASK13___","___MASK26___","___MASK28___","___MASK3___","___MASK57___","___MASK70(...TRUNCATED)
___MASK57___
MH_train_3
interacts_with DB06813?
["P21554 cannabinoid receptor deficiency promotes cardiac remodeling induced by pressure overload in(...TRUNCATED)
["___MASK24___","___MASK34___","___MASK36___","___MASK41___","___MASK59___","___MASK77___","___MASK7(...TRUNCATED)
___MASK8___
MH_train_4
interacts_with DB06288?
["Role of monoamine oxidases in the exaggerated 5 - hydroxytryptamine - induced tension development (...TRUNCATED)
["___MASK35___","___MASK45___","___MASK47___","___MASK58___","___MASK62___","___MASK68___","___MASK7(...TRUNCATED)
___MASK82___
MH_train_5
interacts_with DB00862?
["Synthetic delivery system for tuberculosis vaccines : immunological evaluation of the M . tubercul(...TRUNCATED)
["___MASK19___","___MASK42___","___MASK4___","___MASK51___","___MASK65___","___MASK90___","___MASK92(...TRUNCATED)
___MASK92___
MH_train_6
interacts_with DB00773?
["Current researches on breast cancer epidemiology in Korea . As a cause of death in women , breast (...TRUNCATED)
["___MASK100___","___MASK23___","___MASK2___","___MASK36___","___MASK43___","___MASK52___","___MASK5(...TRUNCATED)
___MASK36___
MH_train_7
interacts_with DB01233?
["Chronic daily tadalafil prevents the corporal fibrosis and veno - occlusive dysfunction that occur(...TRUNCATED)
["___MASK14___","___MASK17___","___MASK21___","___MASK23___","___MASK78___","___MASK80___","___MASK8(...TRUNCATED)
___MASK17___
MH_train_8
interacts_with DB00277?
["Nearly Complete Response of Brain Metastases from P04626 Overexpressing Breast Cancer with ___MASK(...TRUNCATED)
["___MASK100___","___MASK12___","___MASK22___","___MASK41___","___MASK50___","___MASK57___","___MASK(...TRUNCATED)
___MASK93___
MH_train_9
End of preview. Expand in Data Studio

Dataset Card for "qangaroo"

Dataset Summary

We have created two new Reading Comprehension datasets focussing on multi-hop (alias multi-step) inference.

Several pieces of information often jointly imply another fact. In multi-hop inference, a new fact is derived by combining facts via a chain of multiple steps.

Our aim is to build Reading Comprehension methods that perform multi-hop inference on text, where individual facts are spread out across different documents.

The two QAngaroo datasets provide a training and evaluation resource for such methods.

Supported Tasks and Leaderboards

More Information Needed

Languages

More Information Needed

Dataset Structure

Data Instances

masked_medhop

  • Size of downloaded dataset files: 339.84 MB
  • Size of the generated dataset: 112.63 MB
  • Total amount of disk used: 452.47 MB

An example of 'validation' looks as follows.


masked_wikihop

  • Size of downloaded dataset files: 339.84 MB
  • Size of the generated dataset: 391.98 MB
  • Total amount of disk used: 731.82 MB

An example of 'validation' looks as follows.


medhop

  • Size of downloaded dataset files: 339.84 MB
  • Size of the generated dataset: 110.42 MB
  • Total amount of disk used: 450.26 MB

An example of 'validation' looks as follows.


wikihop

  • Size of downloaded dataset files: 339.84 MB
  • Size of the generated dataset: 366.87 MB
  • Total amount of disk used: 706.71 MB

An example of 'validation' looks as follows.


Data Fields

The data fields are the same among all splits.

masked_medhop

  • query: a string feature.
  • supports: a list of string features.
  • candidates: a list of string features.
  • answer: a string feature.
  • id: a string feature.

masked_wikihop

  • query: a string feature.
  • supports: a list of string features.
  • candidates: a list of string features.
  • answer: a string feature.
  • id: a string feature.

medhop

  • query: a string feature.
  • supports: a list of string features.
  • candidates: a list of string features.
  • answer: a string feature.
  • id: a string feature.

wikihop

  • query: a string feature.
  • supports: a list of string features.
  • candidates: a list of string features.
  • answer: a string feature.
  • id: a string feature.

Data Splits

name train validation
masked_medhop 1620 342
masked_wikihop 43738 5129
medhop 1620 342
wikihop 43738 5129

Dataset Creation

Curation Rationale

More Information Needed

Source Data

Initial Data Collection and Normalization

More Information Needed

Who are the source language producers?

More Information Needed

Annotations

Annotation process

More Information Needed

Who are the annotators?

More Information Needed

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

More Information Needed

Citation Information


Contributions

Thanks to @thomwolf, @jplu, @lewtun, @lhoestq, @mariamabarham for adding this dataset.

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