32 citations · 36 across the 8 of their papers we have counts for
4 papers · 1 filter
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…
Characterizing the impact of geometric properties of word embeddings on task performance
Brendan Whitaker, Denis Newman-Griffis, Aparajita Haldar +2
Analysis of word embedding properties to inform their use in downstream NLP tasks has largely been studied by assessing nearest neighbors. However, geometric properties of the cont…