Denis Newman-Griffis

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 32

Top Topics

Natural Language Processing

Biomedical Informatics

Physical Activity

Top Venues

Int. J. Medical Informatics

Publications

Denis Newman-Griffis, Jessica Sage Rauchberg, Rahaf Alharbi, Louise Hickman, Harry Hochheiser
Definition drives design: Disability models and mechanisms of bias in AI technologies. First Monday 28 (1) (2023)
Denis Newman-Griffis, Jessica Sage Rauchberg, Rahaf Alharbi, Louise Hickman, Harry Hochheiser
Alternative models: Critical examination of disability definitions in the development of artificial intelligence technologies. CoRR (2022)
Thanh Thieu, Jonathan Camacho Maldonado, Pei-Shu Ho, Min Ding, Alex Marr, Diane Brandt, Denis Newman-Griffis, Ayah Zirikly, Leighton Chan, Elizabeth Rasch
A comprehensive study of mobility functioning information in clinical notes: Entity hierarchy, corpus annotation, and sequence labeling. Int. J. Medical Informatics 147 (2021)
Justin Lovelace, Denis Newman-Griffis, Shikhar Vashishth, Jill Fain Lehman, Carolyn Penstein Rosé
Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network. CoRR (2021)
Denis Newman-Griffis, Guy Divita, Bart Desmet, Ayah Zirikly, Carolyn Penstein Rosé, Eric Fosler-Lussier
Ambiguity in medical concept normalization: An analysis of types and coverage in electronic health record datasets. J. Am. Medical Informatics Assoc. 28 (3) (2021)
Denis Newman-Griffis, Jill Fain Lehman, Carolyn Penstein Rosé, Harry Hochheiser
Translational NLP: A New Paradigm and General Principles for Natural Language Processing Research. CoRR (2021)
Sanya Bathla Taneja, Richard D. Boyce, William T. Reynolds, Denis Newman-Griffis
Introducing Information Retrieval for Biomedical Informatics Students. CoRR (2021)
Shikhar Vashishth, Denis Newman-Griffis, Rishabh Joshi, Ritam Dutt, Carolyn P. Rosé
Improving broad-coverage medical entity linking with semantic type prediction and large-scale datasets. J. Biomed. Informatics 121 (2021)
Justin Lovelace, Denis Newman-Griffis, Shikhar Vashishth, Jill Fain Lehman, Carolyn P. Rosé
Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network. ACL/IJCNLP (1) (2021)
Denis Newman-Griffis, Venkatesh Sivaraman, Adam Perer, Eric Fosler-Lussier, Harry Hochheiser
TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora. NAACL-HLT (Demonstrations) (2021)
Denis Newman-Griffis, Jill Fain Lehman, Carolyn P. Rosé, Harry Hochheiser
Translational NLP: A New Paradigm and General Principles for Natural Language Processing Research. NAACL-HLT (2021)
Denis Newman-Griffis, Eric Fosler-Lussier
Automated Coding of Under-Studied Medical Concept Domains: Linking Physical Activity Reports to the International Classification of Functioning, Disability, and Health. Frontiers Digit. Health 3 (2021)
Denis Newman-Griffis, Venkatesh Sivaraman, Adam Perer, Eric Fosler-Lussier, Harry Hochheiser
TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora. CoRR (2021)
Denis Newman-Griffis, Eric Fosler-Lussier
Automated Coding of Under-Studied Medical Concept Domains: Linking Physical Activity Reports to the International Classification of Functioning, Disability, and Health. CoRR (2020)
Shikhar Vashishth, Rishabh Joshi, Ritam Dutt, Denis Newman-Griffis, Carolyn Penstein Rosé
MedType: Improving Medical Entity Linking with Semantic Type Prediction. CoRR (2020)
Bart Desmet, Julia Porcino, Ayah Zirikly, Denis Newman-Griffis, Guy Divita, Elizabeth Rasch
Development of Natural Language Processing Tools to Support Determination of Federal Disability Benefits in the U.S. LT4Gov@LREC (2020)
Denis Newman-Griffis, Eric Fosler-Lussier
Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings. LOUHI@EMNLP (2019)
Brendan Whitaker, Denis Newman-Griffis, Aparajita Haldar, Hakan Ferhatosmanoglu, Eric Fosler-Lussier
Characterizing the impact of geometric properties of word embeddings on task performance. CoRR (2019)
Denis Newman-Griffis, Eric Fosler-Lussier
Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings. CoRR (2019)
Gordon Euhyun Moon, Denis Newman-Griffis, Jinsung Kim, Aravind Sukumaran-Rajam, Eric Fosler-Lussier, P. Sadayappan
Parallel Data-Local Training for Optimizing Word2Vec Embeddings for Word and Graph Embeddings. MLHPC@SC (2019)
Denis Newman-Griffis, Eric Fosler-Lussier
HARE: a Flexible Highlighting Annotator for Ranking and Exploration. EMNLP/IJCNLP (3) (2019)
Denis Newman-Griffis, Ayah Zirikly, Guy Divita, Bart Desmet
Classifying the reported ability in clinical mobility descriptions. BioNLP@ACL (2019)
Denis Newman-Griffis, Eric Fosler-Lussier
HARE: a Flexible Highlighting Annotator for Ranking and Exploration. CoRR (2019)
Denis Newman-Griffis, Ayah Zirikly, Guy Divita, Bart Desmet
Classifying the reported ability in clinical mobility descriptions. CoRR (2019)
Denis Newman-Griffis, Albert M. Lai, Eric Fosler-Lussier
Jointly Embedding Entities and Text with Distant Supervision. Rep4NLP@ACL (2018)
Denis Newman-Griffis, Ayah Zirikly
Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility. CoRR (2018)
Denis Newman-Griffis, Albert M. Lai, Eric Fosler-Lussier
Jointly Embedding Entities and Text with Distant Supervision. CoRR (2018)
Denis Newman-Griffis, Ayah Zirikly
Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility. BioNLP (2018)
Denis Newman-Griffis, Albert M. Lai, Eric Fosler-Lussier
Insights into Analogy Completion from the Biomedical Domain. CoRR (2017)
Denis Newman-Griffis, Eric Fosler-Lussier
Second-Order Word Embeddings from Nearest Neighbor Topological Features. CoRR (2017)
Thanh Thieu, Jonathan Camacho, Pei-Shu Ho, Julia Porcino, Min Ding, Lisa Nelson, Elizabeth Rasch, Chunxiao Zhou, Leighton Chan, Diane Brandt, Denis Newman-Griffis, Ao Yuan, Albert M. Lai
Inductive identification of functional status information and establishing a gold standard corpus: A case study on the Mobility domain. BIBM (2017)
Denis Newman-Griffis, Albert M. Lai, Eric Fosler-Lussier
Insights into Analogy Completion from the Biomedical Domain. BioNLP (2017)