ARES - A Reading Comprehension Ensembling Service

Anthony Ferritto
Anthony Ferritto
Lin Pan
Lin Pan
Rishav Chakravarti
Rishav Chakravarti
J. William Murdock
J. William Murdock

EMNLP, pp. 31-37, 2020.

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Abstract:

We introduce ARES (A Reading Comprehension Ensembling Service): a novel Machine Reading Comprehension (MRC) demonstration system which utilizes an ensemble of models to increase F1 by 2.3 points. While many of the top leaderboard submissions in popular MRC benchmarks such as the Stanford Question Answering Dataset (SQuAD) and Natural Ques...More

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