Denis Newman-Griffis

According to our database, Denis Newman-Griffis authored at least 29 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

AI Thinking: A framework for rethinking artificial intelligence in practice.

Denis Newman-Griffis

CoRR, 2024

2023

Editorial: Artificial intelligence for human function and disability.

Denis R. Newman-Griffis, Bart Desmet, Ayah Zirikly, Suzanne Tamang, Chih-Hung Chang

Frontiers Digit. Health, March, 2023

Definition drives design: Disability models and mechanisms of bias in AI technologies.

Denis Newman-Griffis, Jessica Sage Rauchberg, Rahaf Alharbi, Louise Hickman, Harry Hochheiser

First Monday, 2023

2022

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

Denis Newman-Griffis, Jessica Sage Rauchberg, Rahaf Alharbi, Louise Hickman, Harry Hochheiser

CoRR, 2022

2021

Improving broad-coverage medical entity linking with semantic type prediction and large-scale datasets.

Shikhar Vashishth, Denis Newman-Griffis, Rishabh Joshi, Ritam Dutt, Carolyn P. Rosé

J. Biomed. Informatics, 2021

Ambiguity in medical concept normalization: An analysis of types and coverage in electronic health record datasets.

Denis Newman-Griffis, Guy Divita, Bart Desmet, Ayah Zirikly, Carolyn P. Rosé, Eric Fosler-Lussier

J. Am. Medical Informatics Assoc., 2021

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

Thanh Thieu, Jonathan Camacho Maldonado, Pei-Shu Ho, Min Ding, Alex Marr, Diane Brandt, Denis Newman-Griffis, Ayah Zirikly, Leighton Chan, Elizabeth Rasch

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.

Denis Newman-Griffis, Eric Fosler-Lussier

Frontiers Digit. Health, 2021

Introducing Information Retrieval for Biomedical Informatics Students.

Sanya Bathla Taneja, Richard D. Boyce, William T. Reynolds, Denis Newman-Griffis

CoRR, 2021

TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora.

Denis Newman-Griffis, Venkatesh Sivaraman, Adam Perer, Eric Fosler-Lussier, Harry Hochheiser

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.

Denis Newman-Griffis, Jill Fain Lehman, Carolyn P. Rosé, Harry Hochheiser

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.

Denis R. Newman-Griffis, Venkatesh Sivaraman, Adam Perer, Eric Fosler-Lussier, Harry Hochheiser

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.

Justin Lovelace, Denis Newman-Griffis, Shikhar Vashishth, Jill Fain Lehman, Carolyn P. Rosé

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.

Shikhar Vashishth, Rishabh Joshi, Ritam Dutt, Denis Newman-Griffis, Carolyn P. Rosé

CoRR, 2020

Development of Natural Language Processing Tools to Support Determination of Federal Disability Benefits in the U.S.

Bart Desmet, Julia Porcino, Ayah Zirikly, Denis Newman-Griffis, Guy Divita, Elizabeth Rasch

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.

Brendan Whitaker, Denis Newman-Griffis, Aparajita Haldar, Hakan Ferhatosmanoglu, Eric Fosler-Lussier

CoRR, 2019

Parallel Data-Local Training for Optimizing Word2Vec Embeddings for Word and Graph Embeddings.

Gordon Euhyun Moon, Denis Newman-Griffis, Jinsung Kim, Aravind Sukumaran-Rajam, Eric Fosler-Lussier, P. Sadayappan

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.

Denis Newman-Griffis, Eric Fosler-Lussier

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.

Denis Newman-Griffis, Ayah Zirikly, Guy Divita, Bart Desmet

Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

Bootstrapping a Mobility Dictionary from a Seed Set.

Ayah Zirikly, Denis R. Newman-Griffis, Julia Porcino, Pei-Shu Ho, Jonathan Camacho Maldonado, Maryanne Sacco, Alex Marr

Proceedings of the AMIA 2019, 2019

Automated classification of mobility activities in free text clinical narratives.

Denis R. Newman-Griffis, Ayah Zirikly, Pei-Shu Ho, Jonathan Camacho Maldonado, Maryanne Sacco, Alex Marr, Albert M. Lai, Eric Fosler-Lussier

Proceedings of the AMIA 2019, 2019

Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings.

Denis Newman-Griffis, Eric Fosler-Lussier

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.

Denis Newman-Griffis, Albert M. Lai, Eric Fosler-Lussier

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.

Denis Newman-Griffis, Ayah Zirikly

Proceedings of the BioNLP 2018 workshop, Melbourne, Australia, July 19, 2018, 2018

2017

Second-Order Word Embeddings from Nearest Neighbor Topological Features.

Denis Newman-Griffis, Eric Fosler-Lussier

CoRR, 2017

Characterizing the Language of Functioning: A Corpus Analysis Illustrating How Human Function is Described in Clinical Text.

Denis R. Newman-Griffis, Thanh Thieu, Chunxiao Zhou, Diane Brandt, Jonathan Camacho Maldonado, Julia Porcino, Albert M. Lai, Leighton Chan

Proceedings of the Summit on Clinical Research Informatics, 2017

Insights into Analogy Completion from the Biomedical Domain.

Denis Newman-Griffis, Albert M. Lai, Eric Fosler-Lussier

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.

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

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.

Denis R. Griffis, Chaitanya Shivade, Eric Fosler-Lussier, Albert M. Lai

Proceedings of the Summit on Clinical Research Informatics, 2016