49 citations · 70 across the 4 of their papers we have counts for
3 papers · 1 filter
Explicit Word Density Estimation for Language Modelling
Jovan Andonov, Octavian Ganea, Paulina Grnarova +2
Language Modelling has been a central part of Natural Language Processing for a very long time and in the past few years LSTM-based language models have been the go-to method for c…
Neural Multi-Step Reasoning for Question Answering on Semi-Structured Tables
Till Haug, Octavian-Eugen Ganea, Paulina Grnarova
Advances in natural language processing tasks have gained momentum in recent years due to the increasingly popular neural network methods. In this paper, we explore deep learning t…
Neural Document Embeddings for Intensive Care Patient Mortality Prediction
Paulina Grnarova, Florian Schmidt, Stephanie L. Hyland +1
We present an automatic mortality prediction scheme based on the unstructured textual content of clinical notes. Proposing a convolutional document embedding approach, our empirica…