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09/26/2019
Learning the Difference that Makes a Difference with Counterfactually-Augmented Data
Despite alarm over the reliance of machine learning systems on so-called...
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05/08/2019
Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances
Emotion is intrinsic to humans and consequently emotion understanding is...
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04/29/2019
Unsupervised Data Augmentation
Despite its success, deep learning still needs large labeled datasets to...
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01/11/2019
EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference
Quantitative reasoning is an important component of reasoning that any i...
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04/25/2018
A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications
Peer reviewing is a central component in the scientific publishing proce...
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11/09/2017
Large-scale Cloze Test Dataset Designed by Teachers
Cloze test is widely adopted in language exams to evaluate students' lan...
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04/15/2017
