Revisiting neural relation classification in clinical notes with external information

1 code implementation • WS 2018 • Simon {\v{S}}uster, Madhumita Sushil, Walter Daelemans

Recently, segment convolutional neural networks have been proposed for end-to-end relation extraction in the clinical domain, achieving results comparable to or outperforming the approaches with heavy manual feature engineering.

Classification Feature Engineering +5

Unsupervised Context-Sensitive Spelling Correction of Clinical Free-Text with Word and Character N-Gram Embeddings

no code implementations • WS 2017 • Pieter Fivez, Simon {\v{S}}uster, Walter Daelemans

We present an unsupervised context-sensitive spelling correction method for clinical free-text that uses word and character n-gram embeddings.

Spelling Correction

From neighborhood to parenthood: the advantages of dependency representation over bigrams in Brown clustering

1 code implementation • COLING 2014 • Simon {\v{S}}uster, Gertjan van Noord

Clustering Language Modelling