353 citations · 1.3k across the 38 of their papers we have counts for
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cs.CL2019★ 42 cited
Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs
Nilesh Chakraborty, Denis Lukovnikov, Gaurav Maheshwari +3
Question answering has emerged as an intuitive way of querying structured data sources, and has attracted significant advancements over the years. In this article, we provide an ov…
stat.ML2019★ 11 cited
Predictive Uncertainty Quantification with Compound Density Networks
Agustinus Kristiadi, Sina Däubener, Asja Fischer
Despite the huge success of deep neural networks (NNs), finding good mechanisms for quantifying their prediction uncertainty is still an open problem. Bayesian neural networks are…