7 citations · 15 across the 5 of their papers we have counts for
5 papers
Evaluation of software impact designed for biomedical research: Are we measuring what's meaningful?
Awan Afiaz, Andrey Ivanov, John Chamberlin +24
Software is vital for the advancement of biology and medicine. Analysis of usage and impact metrics can help developers determine user and community engagement, justify additional…
Definition drives design: Disability models and mechanisms of bias in AI technologies
Denis Newman-Griffis, Jessica Sage Rauchberg, Rahaf Alharbi +2
The increasing deployment of artificial intelligence (AI) tools to inform decision making across diverse areas including healthcare, employment, social benefits, and government pol…
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…
An Interactive Tool for Natural Language Processing on Clinical Text
Gaurav Trivedi, Phuong Pham, Wendy Chapman +3
Natural Language Processing (NLP) systems often make use of machine learning techniques that are unfamiliar to end-users who are interested in analyzing clinical records. Although…