Ayah Zirikly

According to our database, Ayah Zirikly authored at least 28 papers between 2013 and 2023.

Collaborative distances:

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

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

Characterization of Stigmatizing Language in Medical Records.

Keith Harrigian, Ayah Zirikly, Brant Chee, Alya Ahmad, Anne Links, Somnath Saha, Mary Catherine Beach, Mark Dredze

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

A Whole-Person Function Dictionary for the Mobility, Self-Care and Domestic Life Domains: a Seedset Expansion Approach.

Ayah Zirikly, Bart Desmet, Julia Porcino, Jonathan Camacho Maldonado, Pei-Shu Ho, Rafael Jiménez Silva, Maryanne Sacco

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Conference on Health, Inference, and Learning (CHIL) 2022.

Gerardo Flores, George H. Chen, Tom J. Pollard, Ayah Zirikly, Michael C. Hughes, Tasmie Sarker, Joyce C. Ho, Tristan Naumann

Proceedings of the Conference on Health, Inference, and Learning, 2022

Application of Natural Language Processing to Identify Social Needs from The Electronic Health Record's Free-Text Notes.

Geoffrey M. Gray, Luis M. Ahumada, Ayah Zirikly, Masoud Rouhizadeh, Thomas Richards, Elham Hatef

Proceedings of the AMIA 2022, 2022

Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires.

Thong Nguyen, Andrew Yates, Ayah Zirikly, Bart Desmet, Arman Cohan

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

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

Machine Learning for Health (ML4H) 2021.

Subhrajit Roy, Stephen Pfohl, Girmaw Abebe Tadesse, Luis Oala, Fabian Falck, Yuyin Zhou, Liyue Shen, Ghada Zamzmi, Purity Mugambi, Ayah Zirikly, Matthew B. A. McDermott, Emily Alsentzer

Proceedings of the Machine Learning for Health, 2021

Sparse encoding for more-interpretable feature-selecting representations in probabilistic matrix factorization.

Joshua C. Chang, Patrick Fletcher, Jungmin Han, Ted L. Chang, Shashaank Vattikuti, Bart Desmet, Ayah Zirikly, Carson C. Chow

Proceedings of the 9th International Conference on Learning Representations, 2021

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

Curating Annotated Corpora for Functioning Information.

Rafael Jiménez Silva, Chunxiao Zhou, Bart Desmet, Ayah Zirikly, Alex Marr, Maryanne Sacco, Pei-Shu Ho, Jonathan Camacho Maldonado, Julia Porcino, Guy Divita, Elizabeth Rasch

Proceedings of the AMIA 2020, 2020

Experiences and Challenges in Manual Annotation of Functioning Information in Medical Records.

Jonathan Camacho Maldonado, Pei-Shu Ho, Rafael Jiménez Silva, Alex Marr, Julia Porcino, Maryanne Sacco, Ayah Zirikly, Leighton Chan, Elizabeth Rasch

Proceedings of the AMIA 2020, 2020

Angelfish: Building a Structurally Diverse Clinical Document Corpus.

Guy Divita, Bart Desmet, Ayah Zirikly, Luke Breitfeller, Carolyn P. Rosé

Proceedings of the AMIA 2020, 2020

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

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

Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online Postings.

Han-Chin Shing, Suraj Nair, Ayah Zirikly, Meir Friedenberg, Hal Daumé III, Philip Resnik

Proceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic, 2018

RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses.

Sean MacAvaney, Bart Desmet, Arman Cohan, Luca Soldaini, Andrew Yates, Ayah Zirikly, Nazli Goharian

Proceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic, 2018

2016

The GW/LT3 VarDial 2016 Shared Task System for Dialects and Similar Languages Detection.

Ayah Zirikly, Bart Desmet, Mona T. Diab

Proceedings of the Third Workshop on NLP for Similar Languages, Varieties and Dialects, 2016

The GW/UMD CLPsych 2016 Shared Task System.

Ayah Zirikly, Varun Kumar, Philip Resnik

Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2016

The Power of Language Music: Arabic Lemmatization through Patterns.

Mohammed Attia, Ayah Zirikly, Mona T. Diab

Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon, 2016

2015

GWU English TAC-KBP EL Diagnostic Task with Name Mention.

Ayah Zirikly, Mona T. Diab, Yassine Benajiba

Proceedings of the 2015 Text Analysis Conference, 2015

Named Entity Recognition for Arabic Social Media.

Ayah Zirikly, Mona T. Diab

Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing, 2015

Cross-lingual Transfer of Named Entity Recognizers without Parallel Corpora.

Ayah Zirikly

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

Named Entity Recognition System for Dialectal Arabic.

Ayah Zirikly, Mona T. Diab

Proceedings of the EMNLP 2014 Workshop on Arabic Natural Language Processing, 2014

2013

ANEAR: Automatic Named Entity Aliasing Resolution.

Ayah Zirikly, Mona T. Diab

Proceedings of the Natural Language Processing and Information Systems, 2013