Automatic retrieval and clustering of similar words
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Co-occurrence Retrieval: A Flexible Framework for Lexical Distributional Similarity
Computational Linguistics
Domain-specific sense distributions and predominant sense acquisition
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Unsupervised acquisition of predominant word senses
Computational Linguistics
"Garbage in, garbage out": extracting disease surveillance data from epr systems in primary care
Proceedings of the 2008 ACM conference on Computer supported cooperative work
A shared task involving multi-label classification of clinical free text
BioNLP '07 Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing
New experiments in distributional representations of synonymy
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
AIME'11 Proceedings of the 13th conference on Artificial intelligence in medicine
Automatically estimating the incidence of symptoms recorded in GP free text notes
Proceedings of the first international workshop on Managing interoperability and complexity in health systems
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We describe experiments into the use of distributional similarity for acquiring lexical information from clinical free text, in particular notes typed by primary care physicians (general practitioners). We also present a novel approach to lexical acquisition from ‘sensitive' text, which does not require the text to be manually anonymised --- a very expensive process --- and therefore allows much larger datasets to be used than would normally be possible.