The nature of statistical learning theory
The nature of statistical learning theory
A maximum entropy approach to natural language processing
Computational Linguistics
Making large-scale support vector machine learning practical
Advances in kernel methods
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
On the parameter space of generative lexicalized statistical parsing models
On the parameter space of generative lexicalized statistical parsing models
A Sentence Classification System for Multi Biomedical Literature Summarization
ICDEW '05 Proceedings of the 21st International Conference on Data Engineering Workshops
A study on convolution kernels for shallow semantic parsing
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Answer extraction, semantic clustering, and extractive summarization for clinical question answering
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Generative content models for structural analysis of medical abstracts
LNLBioNLP '06 Proceedings of the HLT-NAACL BioNLP Workshop on Linking Natural Language and Biology
Situated question answering in the clinical domain: selecting the best drug treatment for diseases
SumQA '06 Proceedings of the Workshop on Task-Focused Summarization and Question Answering
Developing a robust part-of-speech tagger for biomedical text
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
ICCS'10 Proceedings of the 18th international conference on Conceptual structures: from information to intelligence
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Unlike abstracts, full articles of clinical case studies provide more detailed profiles of a patient, such as signs and symptoms, and important laboratory test results of the patient from the diagnostic and treatment procedures. This paper proposes a novel markup tag set to cover a wide variety of semantics in the description of clinical case studies in the clinical literature. A manually annotated corpus which consists of 75 clinical reports with 5,117 sentences has been created and a sentence classification system is reported as the preliminary attempt to exploit the fast growing online repositories of clinical case reports.