Byron Wallace

Byron Wallace

North Eastern University

H-index: 51

Asia-Thailand

About Byron Wallace

Byron Wallace, With an exceptional h-index of 51 and a recent h-index of 45 (since 2020), a distinguished researcher at North Eastern University, specializes in the field of natural language processing, machine learning, machine learning for health, model interpretability.

His recent articles reflect a diverse array of research interests and contributions to the field:

How Much Annotation is Needed to Compare Summarization Models?

Towards Reducing Diagnostic Errors with Interpretable Risk Prediction

Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study

Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains

GenAudit: Fixing Factual Errors in Language Model Outputs with Evidence

Infolossqa: Characterizing and recovering information loss in text simplification

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness

Question answering systems for health professionals at the point of care--a systematic review

Byron Wallace Information

University

Position

Assistant Professor

Citations(all)

14766

Citations(since 2020)

11661

Cited By

16769

hIndex(all)

51

hIndex(since 2020)

45

i10Index(all)

113

i10Index(since 2020)

101

Email

University Profile Page

North Eastern University

Google Scholar

View Google Scholar Profile

Byron Wallace Skills & Research Interests

natural language processing

machine learning

machine learning for health

model interpretability

Top articles of Byron Wallace

Title

Journal

Author(s)

Publication Date

How Much Annotation is Needed to Compare Summarization Models?

arXiv preprint arXiv:2402.18756

Chantal Shaib

Joe Barrow

Alexa F Siu

Byron C Wallace

Ani Nenkova

2024/2/28

Towards Reducing Diagnostic Errors with Interpretable Risk Prediction

arXiv preprint arXiv:2402.10109

Denis Jered McInerney

William Dickinson

Lucy Flynn

Andrea Young

Geoffrey Young

...

2024/2/15

Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study

arXiv preprint arXiv:2402.15663

Zhaoyue Sun

Gabriele Pergola

Byron C Wallace

Yulan He

2024/2/24

Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains

arXiv preprint arXiv:2402.03509

Sanjana Ramprasad

Kundan Krishna

Zachary C Lipton

Byron C Wallace

2024/2/5

GenAudit: Fixing Factual Errors in Language Model Outputs with Evidence

arXiv preprint arXiv:2402.12566

Kundan Krishna

Sanjana Ramprasad

Prakhar Gupta

Byron C Wallace

Zachary C Lipton

...

2024/2/19

Infolossqa: Characterizing and recovering information loss in text simplification

arXiv preprint arXiv:2401.16475

Jan Trienes

Sebastian Joseph

Jörg Schlötterer

Christin Seifert

Kyle Lo

...

2024/1/29

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness

Journal of Biomedical Informatics

Gongbo Zhang

Qiao Jin

Denis Jered McInerney

Yong Chen

Fei Wang

...

2024/4/10

Question answering systems for health professionals at the point of care--a systematic review

Gregory Kell

Angus Roberts

Serge Umansky

Linglong Qian

Davide Ferrari

...

2024/1/24

On-the-fly Definition Augmentation of LLMs for Biomedical NER

arXiv preprint arXiv:2404.00152

Monica Munnangi

Sergey Feldman

Byron C Wallace

Silvio Amir

Tom Hope

...

2024/3/29

Standardizing the Measurement of Text Diversity: A Tool and a Comparative Analysis of Scores

arXiv preprint arXiv:2403.00553

Chantal Shaib

Joe Barrow

Jiuding Sun

Alexa F Siu

Byron C Wallace

...

2024/3/1

FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence

arXiv preprint arXiv:2402.11456

Sebastian Antony Joseph

Lily Chen

Jan Trienes

Hannah Louisa Göke

Monika Coers

...

2024/2/18

Chill: zero-shot custom interpretable feature extraction from clinical notes with large language models

arXiv preprint arXiv:2302.12343

Denis Jered McInerney

Geoffrey Young

Jan-Willem van de Meent

Byron C Wallace

2023/2/23

Appraising the potential uses and harms of LLMs for medical systematic reviews

arXiv preprint arXiv:2305.11828

Hye Sun Yun

Iain J Marshall

Thomas Trikalinos

Byron C Wallace

2023/5/19

Semeval-2023 task 8: Causal medical claim identification and related pio frame extraction from social media posts

Vivek Khetan

Somin Wadhwa

Byron C Wallace

Silvio Amir

2023/7

Leveraging Generative AI for Clinical Evidence Summarization Needs to Achieve Trustworthiness

arXiv preprint arXiv:2311.11211

Gongbo Zhang

Qiao Jin

Denis Jered McInerney

Yong Chen

Fei Wang

...

2023/11/19

Summarizing, simplifying, and synthesizing medical evidence using GPT-3 (with varying success)

arXiv preprint arXiv:2305.06299

Chantal Shaib

Millicent L Li

Sebastian Joseph

Iain J Marshall

Junyi Jessy Li

...

2023/5/10

Revisiting relation extraction in the era of large language models

Proceedings of the conference. Association for Computational Linguistics. Meeting

Somin Wadhwa

Silvio Amir

Byron C Wallace

2023/7

Future lens: Anticipating subsequent tokens from a single hidden state

arXiv preprint arXiv:2311.04897

Koyena Pal

Jiuding Sun

Andrew Yuan

Byron C Wallace

David Bau

2023/11/8

522: NEXT-NIGHT DISRUPTED SLEEP PREDICTION FROM CLINICIAN NOTES USING WEAKLY SUPERVISED LEARNING MODELS

Critical Care Medicine

Denis McInerney

Ting Ting Wu

Gerald Weinhouse

Byron Wallace

John Devlin

2023/1/1

Napss: Paragraph-level medical text simplification via narrative prompting and sentence-matching summarization

arXiv preprint arXiv:2302.05574

Junru Lu

Jiazheng Li

Byron C Wallace

Yulan He

Gabriele Pergola

2023/2/11

See List of Professors in Byron Wallace University(North Eastern University)

Co-Authors

H-index: 133
Joseph Lau

Joseph Lau

Brown University

H-index: 111
Christopher H Schmid

Christopher H Schmid

Brown University

H-index: 75
Mark Dredze

Mark Dredze

Johns Hopkins University

H-index: 60
Carla Brodley

Carla Brodley

North Eastern University

H-index: 54
Issa Dahabreh

Issa Dahabreh

Harvard University

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