Health Crisis Management and Natural Language Processing

Translingual Information Management by Natural Language Processing

Preface Translingual information management that can choose appropriate information and obtain useful knowledge from the ood of global information is being increasingly demanded. Among the related technologies, natural language processing is one of the most promising for meeting information needs because natural language processing can deal with documents that have essential roles in informatio...

Natural language processing � for ( mostly population ) health

We develop a model for automatically extracting the sample size from the free text of clinical trial abstracts. We demonstrate that training this model via distant supervision (by leveraging the Cochrane Database of Systematic Reviews) results in performance comparable to a fully supervised approach, with extremely minimal explicit human annotation. This work demonstrates the promise of distant...

New trends in natural language processing: statistical natural language processing.

The field of natural language processing (NLP) has seen a dramatic shift in both research direction and methodology in the past several years. In the past, most work in computational linguistics tended to focus on purely symbolic methods. Recently, more and more work is shifting toward hybrid methods that combine new empirical corpus-based methods, including the use of probabilistic and informa...

Knowledge management using machine learning, natural language processing and ontology

Towards Natural Natural Language Processing

An essay about mimicking some aspects of language processing in our heads, using information fusion and competing patterns.