Denis Newman-Griffis

Orcid: 0000-0002-0473-4226

According to our database1, Denis Newman-Griffis authored at least 27 papers between 2016 and 2023.

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Bibliography

2023
Editorial: Artificial intelligence for human function and disability.
Frontiers Digit. Health, March, 2023

2022
Alternative models: Critical examination of disability definitions in the development of artificial intelligence technologies.
CoRR, 2022

2021
Improving broad-coverage medical entity linking with semantic type prediction and large-scale datasets.
J. Biomed. Informatics, 2021

Ambiguity in medical concept normalization: An analysis of types and coverage in electronic health record datasets.
J. Am. Medical Informatics Assoc., 2021

A comprehensive study of mobility functioning information in clinical notes: Entity hierarchy, corpus annotation, and sequence labeling.
Int. J. Medical Informatics, 2021

Automated Coding of Under-Studied Medical Concept Domains: Linking Physical Activity Reports to the International Classification of Functioning, Disability, and Health.
Frontiers Digit. Health, 2021

Introducing Information Retrieval for Biomedical Informatics Students.
CoRR, 2021

TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

Translational NLP: A New Paradigm and General Principles for Natural Language Processing Research.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Diachronic Analysis of the Evolution of COVID-19 Scientific Literature.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
MedType: Improving Medical Entity Linking with Semantic Type Prediction.
CoRR, 2020

Development of Natural Language Processing Tools to Support Determination of Federal Disability Benefits in the U.S.
Proceedings of the 1st Workshop on Language Technologies for Government and Public Administration, 2020

2019
Characterizing the impact of geometric properties of word embeddings on task performance.
CoRR, 2019

Parallel Data-Local Training for Optimizing Word2Vec Embeddings for Word and Graph Embeddings.
Proceedings of the 2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2019

HARE: a Flexible Highlighting Annotator for Ranking and Exploration.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Classifying the reported ability in clinical mobility descriptions.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

Bootstrapping a Mobility Dictionary from a Seed Set.
Proceedings of the AMIA 2019, 2019

Automated classification of mobility activities in free text clinical narratives.
Proceedings of the AMIA 2019, 2019

Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings.
Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis LOUHI@EMNLP 2019, 2019

2018
Jointly Embedding Entities and Text with Distant Supervision.
Proceedings of The Third Workshop on Representation Learning for NLP, 2018

Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility.
Proceedings of the BioNLP 2018 workshop, Melbourne, Australia, July 19, 2018, 2018

2017
Second-Order Word Embeddings from Nearest Neighbor Topological Features.
CoRR, 2017

Characterizing the Language of Functioning: A Corpus Analysis Illustrating How Human Function is Described in Clinical Text.
Proceedings of the Summit on Clinical Research Informatics, 2017

Insights into Analogy Completion from the Biomedical Domain.
Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017

Inductive identification of functional status information and establishing a gold standard corpus: A case study on the Mobility domain.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
A Quantitative and Qualitative Evaluation of Sentence Boundary Detection for the Clinical Domain.
Proceedings of the Summit on Clinical Research Informatics, 2016


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