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01/30/2020
Harnessing Code Switching to Transcend the Linguistic Barrier
Code mixing (or code switching) is a common phenomenon observed in socia...
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10/08/2019
Voice for the Voiceless: Active Sampling to Detect Comments Supporting the Rohingyas
The Rohingya refugee crisis is one of the biggest humanitarian crises of...
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09/11/2019
Kashmir: A Computational Analysis of the Voice of Peace
The recent Pulwama terror attack (February 14, 2019, Pulwama, Kashmir) t...
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08/23/2019
A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers
Most state-of-the-art models for named entity recognition (NER) rely on ...
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07/23/2019
CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology
This paper presents the submission by the CMU-01 team to the SIGMORPHON ...
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08/28/2018
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations
Much work in Natural Language Processing (NLP) has been for resource-ric...
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06/01/2018
The Nonlinearity Coefficient - Predicting Overfitting in Deep Neural Networks
For a long time, designing neural architectures that exhibit high perfor...
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12/15/2017
Gradients explode - Deep Networks are shallow - ResNet explained
Whereas it is believed that techniques such as Adam, batch normalization...
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12/14/2017
Nonparametric Neural Networks
Automatically determining the optimal size of a neural network for a giv...
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02/14/2012