4 citations · 4 across the 5 of their papers we have counts for
11 papers
Introducing Information Retrieval for Biomedical Informatics Students
Sanya B. Taneja, Richard D. Boyce, William T. Reynolds +1
Introducing biomedical informatics (BMI) students to natural language processing (NLP) requires balancing technical depth with practical know-how to address application-focused nee…
Translational NLP: A New Paradigm and General Principles for Natural Language Processing Research
Denis Newman-Griffis, Jill Fain Lehman, Carolyn Rosé +1
Natural language processing (NLP) research combines the study of universal principles, through basic science, with applied science targeting specific use cases and settings. Howeve…
TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora
Denis Newman-Griffis, Venkatesh Sivaraman, Adam Perer +2
Embeddings of words and concepts capture syntactic and semantic regularities of language; however, they have seen limited use as tools to study characteristics of different corpora…
Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings
Denis Newman-Griffis, Eric Fosler-Lussier
Natural language processing techniques are being applied to increasingly diverse types of electronic health records, and can benefit from in-depth understanding of the distinguishi…
HARE: a Flexible Highlighting Annotator for Ranking and Exploration
Denis Newman-Griffis, Eric Fosler-Lussier
Exploration and analysis of potential data sources is a significant challenge in the application of NLP techniques to novel information domains. We describe HARE, a system for high…
Classifying the reported ability in clinical mobility descriptions
Denis Newman-Griffis, Ayah Zirikly, Guy Divita +1
Assessing how individuals perform different activities is key information for modeling health states of individuals and populations. Descriptions of activity performance in clinica…