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05/17/2023
Counterfactually Comparing Abstaining Classifiers
Abstaining classifiers have the option to abstain from making prediction...
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09/30/2021
Comparing Sequential Forecasters
Consider two or more forecasters, each making a sequence of predictions ...
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04/10/2020
An Empirical Study of Invariant Risk Minimization
Invariant risk minimization (IRM; Arjovsky et al., 2019) is a recently p...
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04/07/2020
KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding
Natural language inference (NLI) and semantic textual similarity (STS) a...
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11/27/2019
Jejueo Datasets for Machine Translation and Speech Synthesis
Jejueo was classified as critically endangered by UNESCO in 2010. Althou...
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11/27/2019
word2word: A Collection of Bilingual Lexicons for 3,564 Language Pairs
We present word2word, a publicly available dataset and an open-source Py...
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07/02/2019
A Neural Grammatical Error Correction System Built On Better Pre-training and Sequential Transfer Learning
Grammatical error correction can be viewed as a low-resource sequence-to...
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04/17/2019
Predicting drug-target interaction using 3D structure-embedded graph representations from graph neural networks
Accurate prediction of drug-target interaction (DTI) is essential for in...
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02/18/2019
Discovery of Natural Language Concepts in Individual Units of CNNs
Although deep convolutional networks have achieved improved performance ...
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04/22/2018