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import data_mine as dm
from data_mine.nlp.RACE import RACEType
def main():
# Load the dataset into a Pandas DataFrame.
df = dm.RACE(RACEType.DEV_MIDDLE)
print(df) # Results in:
"""
article question answers correct id
0 Jess really felt very happy. When he arrived a... What would happen if Cindy told Jess the truth? [Jess would go on the camping trip himself., J... C 1-middle2414.txt
1 Jess really felt very happy. When he arrived a... If Jess really bought a sleeping bag, _ . [everyone else would also buy one, He would ha... B 2-middle2414.txt
2 Jess really felt very happy. When he arrived a... From the story we know _ . [everybody would go camping in the class, Jess... B 3-middle2414.txt
3 Jess really felt very happy. When he arrived a... Which is the best title for this passage? [Jess and His School, Jess and His Friends, An... C 4-middle2414.txt
4 Have you felt annoyed when a cell phone rings... . Elizabeth Lorris Ritter is worried that _ . [students are not allowed to bring cellphones,... A 1-middle758.txt
... ... ... ... ... ...
"""
if __name__ == "__main__":
main()
Dataset |
Keywords |
Usage & Detailed Info |
Example(s) |
RACE |
NLP, QA, Multiple Choice |
Additional information |
RACE Example |
AllenAI OpenBookQA |
NLP, QA, Multiple Choice |
Additional information |
OBQA Example |
HotpotQA |
NLP, QA, Multi-hop QA |
Additional information |
HotpotQA Example |
CosmosQA |
NLP, QA, Multiple Choice |
Additional information |
CosmosQA Example |
AllenAI ARC |
NLP, QA, Multiple Choice |
Additional information |
ARC Example |