A Quantitative and Qualitative Evaluation of Sentence Boundary Detection for the Clinical Domain. - Denis R. Griffis; Chaitanya Shivade; Eric Fosler-Lussier; Albert M. Lai (CRI, 2016)

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; et al. (BIBM, 2017)

Insights into Analogy Completion from the Biomedical Domain. - Denis Newman-Griffis; Albert M. Lai; Eric Fosler-Lussier (BioNLP, 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 (CRI, 2017)

Second-Order Word Embeddings from Nearest Neighbor Topological Features. - Denis Newman-Griffis; Eric Fosler-Lussier (CoRR, 2017)

Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility. - Denis Newman-Griffis; Ayah Zirikly (BioNLP, 2018)

Jointly Embedding Entities and Text with Distant Supervision. - Denis Newman-Griffis; Albert M. Lai; Eric Fosler-Lussier (Rep4NLP@ACL, 2018)

Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings. - Denis Newman-Griffis; Eric Fosler-Lussier (LOUHI@EMNLP, 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 (AMIA, 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 (AMIA, 2019)

Classifying the reported ability in clinical mobility descriptions. - Denis Newman-Griffis; Ayah Zirikly; Guy Divita; Bart Desmet (BioNLP@ACL, 2019)

HARE: a Flexible Highlighting Annotator for Ranking and Exploration. - Denis Newman-Griffis; Eric Fosler-Lussier (EMNLP/IJCNLP (3), 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 (MLHPC@SC, 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)

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 (LT4Gov@LREC, 2020)

MedType: Improving Medical Entity Linking with Semantic Type Prediction. - Shikhar Vashishth; Rishabh Joshi; Ritam Dutt; Denis Newman-Griffis; Carolyn P. Rosé (CoRR, 2020)

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 (ACL/IJCNLP (1), 2021)

Diachronic Analysis of the Evolution of COVID-19 Scientific Literature. - Denis R. Newman-Griffis; Venkatesh Sivaraman; Adam Perer; Eric Fosler-Lussier; Harry Hochheiser (AMIA, 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 (NAACL-HLT, 2021)

TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora. - Denis Newman-Griffis; Venkatesh Sivaraman; Adam Perer; Eric Fosler-Lussier; Harry Hochheiser (NAACL-HLT (Demonstrations), 2021)

Introducing Information Retrieval for Biomedical Informatics Students. - Sanya Bathla Taneja; Richard D. Boyce; William T. Reynolds; Denis Newman-Griffis (CoRR, 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)

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)

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)

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)

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)

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)

Editorial: Artificial intelligence for human function and disability. - Denis R. Newman-Griffis; Bart Desmet; Ayah Zirikly; Suzanne Tamang; Chih-Hung Chang (Frontiers Digit. Health, 2023)

AI Thinking: A framework for rethinking artificial intelligence in practice. - Denis Newman-Griffis (CoRR, 2024)

Disability data futures: Achievable imaginaries for AI and disability data justice. - Denis Newman-Griffis; Bonnielin Swenor; Rupa Valdez; Gillian Mason (CoRR, 2024)