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04/23/2021
Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis
Recently, research on mental health conditions using public online data,...
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03/22/2021
MasakhaNER: Named Entity Recognition for African Languages
We take a step towards addressing the under-representation of the Africa...
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02/05/2021
GIBBON: General-purpose Information-Based Bayesian OptimisatioN
This paper describes a general-purpose extension of max-value entropy se...
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10/12/2020
The National Corpus of Contemporary Welsh: Project Report | Y Corpws Cenedlaethol Cymraeg Cyfoes: Adroddiad y Prosiect
This report provides an overview of the CorCenCC project and the online ...
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10/02/2020
BOSS: Bayesian Optimization over String Spaces
This article develops a Bayesian optimization (BO) method which acts dir...
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07/02/2020
BOSH: Bayesian Optimization by Sampling Hierarchically
Deployments of Bayesian Optimization (BO) for functions with stochastic ...
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06/22/2020
MUMBO: MUlti-task Max-value Bayesian Optimization
We propose MUMBO, the first high-performing yet computationally efficien...
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04/01/2020
Igbo-English Machine Translation: An Evaluation Benchmark
Although researchers and practitioners are pushing the boundaries and en...
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06/28/2019
FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms
We present FIESTA, a model selection approach that significantly reduces...
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03/28/2019
In Search of Meaning: Lessons, Resources and Next Steps for Computational Analysis of Financial Discourse
We critically assess mainstream accounting and finance research applying...
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06/19/2018
Using J-K fold Cross Validation to Reduce Variance When Tuning NLP Models
K-fold cross validation (CV) is a popular method for estimating the true...
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06/13/2018
Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis
Lack of repeatability and generalisability are two significant threats t...
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05/01/2017