Denis Newman-Griffis
Denis Newman-Griffis
NLM Postdoctoral Fellow, University of Pittsburgh
Verified email at - Homepage
Cited by
Cited by
Jointly embedding entities and text with distant supervision
D Newman-Griffis, AM Lai, E Fosler-Lussier
Proceedings of The Third Workshop on Representation Learning for NLP, 195–206, 2018
A quantitative and qualitative evaluation of sentence boundary detection for the clinical domain
D Griffis, C Shivade, E Fosler-Lussier, AM Lai
AMIA Summits on Translational Science Proceedings 2016, 88, 2016
Embedding transfer for low-resource medical named entity recognition: a case study on patient mobility
D Newman-Griffis, A Zirikly
Proceedings of the BioNLP 2018 workshop, 1-11, 2018
Insights into analogy completion from the biomedical domain
D Newman-Griffis, AM Lai, E Fosler-Lussier
BioNLP 2017, 19-28, 2017
Inductive identification of functional status information and establishing a gold standard corpus: A case study on the Mobility domain
T Thieu, J Camacho, PS Ho, J Porcino, M Ding, L Nelson, E Rasch, ...
2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM†…, 2017
Characterizing the impact of geometric properties of word embeddings on task performance
B Whitaker, D Newman-Griffis, A Haldar, H Ferhatosmanoglu, ...
Proceedings of the 3rd Workshop on Evaluating Vector Space Representations†…, 2019
Improving Broad-Coverage Medical Entity Linking with Semantic Type Prediction and Large-Scale Datasets
S Vashishth, D Newman-Griffis, R Joshi, R Dutt, C Rose
arXiv preprint arXiv:2005.00460, 2020
Classifying the reported ability in clinical mobility descriptions
D Newman-Griffis, A Zirikly, G Divita, B Desmet
Proceedings of the 18th BioNLP Workshop and Shared Task, 1-10, 2019
Second-order word embeddings from nearest neighbor topological features
D Newman-Griffis, E Fosler-Lussier
arXiv preprint arXiv:1705.08488, 2017
Broadening horizons: the case for capturing function and the role of health informatics in its use
D Newman-Griffis, J Porcino, A Zirikly, T Thieu, JC Maldonado, PS Ho, ...
BMC public health 19 (1), 1-13, 2019
HARE: a flexible highlighting annotator for ranking and exploration
D Newman-Griffis, E Fosler-Lussier
Proceedings of the Conference on Empirical Methods in Natural Language†…, 2019
Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings
D Newman-Griffis, E Fosler-Lussier
Proceedings of the Tenth International Workshop on Health Text Mining and†…, 2019
Ambiguity in medical concept normalization: An analysis of types and coverage in electronic health record datasets
D Newman-Griffis, G Divita, B Desmet, A Zirikly, CP Rosť, ...
Journal of the American Medical Informatics Association 28 (3), 516-532, 2021
A comprehensive study of mobility functioning information in clinical notes: entity hierarchy, corpus annotation, and sequence labeling
T Thieu, JC Maldonado, PS Ho, M Ding, A Marr, D Brandt, ...
International Journal of Medical Informatics 147, 104351, 2021
Development of Natural Language Processing Tools to Support Determination of Federal Disability Benefits in the US
B Desmet, J Porcino, A Zirikly, D Newman-Griffis, G Divita, E Rasch
Proceedings of the 1st Workshop on Language Technologies for Government and†…, 2020
Parallel Data-Local Training for Optimizing Word2Vec Embeddings for Word and Graph Embeddings
GE Moon, D Newman-Griffis, J Kim, A Sukumaran-Rajam, ...
2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing†…, 2019
Automated Coding of Under-Studied Medical Concept Domains: Linking Physical Activity Reports to the International Classification of Functioning, Disability, and Health
D Newman-Griffis, E Fosler-Lussier
Frontiers in digital health 3, 24, 2021
Introducing Information Retrieval for Biomedical Informatics Students
SB Taneja, RD Boyce, WT Reynolds, D Newman-Griffis
Proceedings of the Fifth Workshop on Teaching NLP, 96-98, 2021
Translational NLP: A New Paradigm and General Principles for Natural Language Processing Research
D Newman-Griffis, JF Lehman, C Rosť, H Hochheiser
Proceedings of the 2021 Conference of the North American Chapter of the†…, 2021
TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora
D Newman-Griffis, V Sivaraman, A Perer, E Fosler-Lussier, H Hochheiser
Proceedings of the 2021 Conference of the North American Chapter of the†…, 2021
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