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Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets.
Guanhua Zhang
Bing Bai
Jian Liang
Kun Bai
Shiyu Chang
Mo Yu
Conghui Zhu
Tiejun Zhao
Published in:
ACL (1) (2019)
Keyphrases
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natural language
benchmark datasets
synthetic and real datasets
machine learning methods
sampling methods
neural network
learning algorithm
empirical studies
missing values
competing methods