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AbstractPeople can extract precise, complex logical meanings from text in documents such as tax forms and game rules, but language processing systems lack adequate training and evaluation resources to do …...

Recently, deep neural networks (DNNs) have achieved great success in semantically chal- lenging NLP tasks, yet it remains unclear whether DNN models can capture composi- tional meanings, those aspects of …...