31 citations · 83 across the 11 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.CL2018★ 22 cited
Word2Vec and Doc2Vec in Unsupervised Sentiment Analysis of Clinical Discharge Summaries
Qufei Chen, Marina Sokolova
In this study, we explored application of Word2Vec and Doc2Vec for sentiment analysis of clinical discharge summaries. We applied unsupervised learning since the data sets did not…
cs.CL2018★ 1 cited
Corpus Statistics in Text Classification of Online Data
Marina Sokolova, Victoria Bobicev
Transformation of Machine Learning (ML) from a boutique science to a generally accepted technology has increased importance of reproduction and transportability of ML studies. In t…
cs.LG2018★ 1 cited
One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data
Ahmad Pesaranghader, Ali Pesaranghader, Stan Matwin +1
Due to recent technical and scientific advances, we have a wealth of information hidden in unstructured text data such as offline/online narratives, research articles, and clinical…