query stringclasses 320 values | supports sequencelengths 5 64 | candidates sequencelengths 2 9 | answer stringclasses 100 values | id stringlengths 10 13 |
|---|---|---|---|---|
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... | [
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"___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... | [
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] | ___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 |
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
Languages
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: astringfeature.supports: alistofstringfeatures.candidates: alistofstringfeatures.answer: astringfeature.id: astringfeature.
masked_wikihop
query: astringfeature.supports: alistofstringfeatures.candidates: alistofstringfeatures.answer: astringfeature.id: astringfeature.
medhop
query: astringfeature.supports: alistofstringfeatures.candidates: alistofstringfeatures.answer: astringfeature.id: astringfeature.
wikihop
query: astringfeature.supports: alistofstringfeatures.candidates: alistofstringfeatures.answer: astringfeature.id: astringfeature.
Data Splits
| name | train | validation |
|---|---|---|
| masked_medhop | 1620 | 342 |
| masked_wikihop | 43738 | 5129 |
| medhop | 1620 | 342 |
| wikihop | 43738 | 5129 |
Dataset Creation
Curation Rationale
Source Data
Initial Data Collection and Normalization
Who are the source language producers?
Annotations
Annotation process
Who are the annotators?
Personal and Sensitive Information
Considerations for Using the Data
Social Impact of Dataset
Discussion of Biases
Other Known Limitations
Additional Information
Dataset Curators
Licensing Information
Citation Information
Contributions
Thanks to @thomwolf, @jplu, @lewtun, @lhoestq, @mariamabarham for adding this dataset.
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