Byron Wallace

Also affiliated with Universidad del Noreste

Computer ScienceEnvironmental SciencePsychologyBiochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 2%percentile

4.5Author DataRank

Indexed papers

3in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 3 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Trialstreamer: A living, automatically updated database of clinical trial reports

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa163

Top 7%

3.3DataRank

Top 7%80 citations

Benjamin Nye, Joël Kuiper, Anna H Noel-Storr, Rory Maclean, Frank Soboczenski +4 more

Papers

Driven by 47 papers — median percentile 74. Top paper: “Trialstreamer: A living, automatically updated database of clinical trial reports”.

Trialstreamer: A living, automatically updated database of clinical trial reports

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa163

Top 7%

3.3DataRank

Top 7%80 citations

Benjamin Nye, Joël Kuiper, Anna H Noel-Storr, Rory Maclean, Frank Soboczenski +4 more

Trialstreamer: a living, automatically updated database of clinical trial reports

medRxiv(2020)10.1101/2020.05.15.20103044

Top 26%

0.779DataRank

Top 26%12 citations

Benjamin Nye, Joël Kuiper, Anna H Noel-Storr, Rory Maclean, Frank Soboczenski +4 more

Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time

PubMed(2020)10.18653/v1/2020.acl-demos.9

Top 49%

0.368DataRank

Top 49%5 citations

Ani Nenkova, Iain Marshall, Byron Wallace, Benjamin Nye

State of the evidence: a survey of global disparities in clinical trials

BMJ Global Health(2021)10.1136/bmjgh-2020-004145

N/A

0DataRank · unranked

22 citations

Veline L’Esperance, James Thomas, Anna H Noel-Storr, Frank Soboczenski, Benjamin Nye +3 more

What Would it Take to get Biomedical QA Systems into Practice?

PubMed(2021)10.18653/v1/2021.mrqa-1.3

N/A

0DataRank · unranked

10 citations

Iain Marshall, Byron Wallace, André Jaun, Gregory Kell

Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing(2021)10.18653/v1/2021.emnlp-main.408

N/A

0DataRank · unranked

2 citations

Brian E. Howard, Zachary C. Lipton, Byron Wallace, David Lowell

Paragraph-level Simplification of Medical Texts

PubMed(2021)10.18653/v1/2021.naacl-main.395

N/A

0DataRank · unranked

0 citations

Iain Marshall, Byron Wallace, Junyi Jessy Li, Ashwin Devaraj

In a pilot study, automated real-time systematic review updates were feasible, accurate, and work-saving

Journal of Clinical Epidemiology(2022)10.1016/j.jclinepi.2022.08.013

N/A

0DataRank · unranked

24 citations

Thomas A. Trikalinos, Frank Soboczenski, Hye Sun Yun, Gregory Kell, Byron Wallace +1 more

Evaluating Factuality in Text Simplification

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)(2022)10.18653/v1/2022.acl-long.506

N/A

0DataRank · unranked

35 citations

William P. Sheffield, Byron Wallace, Junyi Jessy Li, Ashwin Devaraj

That’s the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data

PubMed(2022)10.18653/v1/2022.emnlp-main.238

N/A

0DataRank · unranked

1 citations

Geoffrey S. Young, Jan-Willem van de Meent, Byron Wallace, J. J. McInerney

Self-Repetition in Abstractive Neural Summarizers

(2022)10.18653/v1/2022.aacl-short.42

N/A

0DataRank · unranked

1 citations

Thomas A. Trikalinos, Byron Wallace, Ani Nenkova, Nikita Salkar

Self-Repetition in Abstractive Neural Summarizers

arXiv (Cornell University)(2022)10.48550/arxiv.2210.08145

N/A

0DataRank · unranked

0 citations

Thomas A. Trikalinos, Byron Wallace, Ani Nenkova, Nikita Salkar

Revisiting Relation Extraction in the era of Large Language Models

PubMed(2023)10.18653/v1/2023.acl-long.868

N/A

0DataRank · unranked

160 citations

Silvio Amir, Byron Wallace, Somin Wadhwa

Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success)

Proceedings of the conference - Association for Computational Linguistics. Meeting(2023)10.18653/v1/2023.acl-short.119

N/A

0DataRank · unranked

38 citations

Millicent Li, Sebastian Joseph, Iain Marshall, Junyi Jessy Li, Byron Wallace +1 more

CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models

PubMed(2023)10.18653/v1/2023.findings-emnlp.568

N/A

0DataRank · unranked

22 citations

Geoffrey S. Young, Jan-Willem van de Meent, Byron Wallace, Denis McInerney

Multilingual Simplification of Medical Texts

(2023)10.18653/v1/2023.emnlp-main.1037

N/A

0DataRank · unranked

18 citations

Kathryn Kazanas, Keziah Reina, Vishnesh Ramanathan, Wei Xu, Byron Wallace +2 more

NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization

(2023)10.18653/v1/2023.findings-eacl.80

N/A

0DataRank · unranked

17 citations

Jiazheng Li, Byron Wallace, Yulan He, Gabriele Pergola, Junru Lu

Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations

PubMed(2023)10.18653/v1/2023.acl-long.549

N/A

0DataRank · unranked

13 citations

Yulia Otmakhova, Jay DeYoung, Thinh Hung Truong, Bailey Kuehl, Erin Bransom +2 more

Revisiting Relation Extraction in the era of Large Language Models

arXiv (Cornell University)(2023)10.48550/arxiv.2305.05003

N/A

0DataRank · unranked

12 citations

Silvio Amir, Byron Wallace, Somin Wadhwa

Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews

(2023)10.18653/v1/2023.emnlp-main.626

N/A

0DataRank · unranked

11 citations

Iain Marshall, Thomas A. Trikalinos, Byron Wallace, Hye Sun Yun

Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs

arXiv (Cornell University)(2023)10.48550/arxiv.2305.03642

N/A

0DataRank · unranked

9 citations

Jay DeYoung, Benjamin Nye, Silvio Amir, Byron Wallace, Somin Wadhwa

Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges

PubMed(2023)10.18653/v1/2023.eacl-demo.27

N/A

0DataRank · unranked

9 citations

J. J. McInerney, Iain Marshall, Byron Wallace, Sanjana Ramprasad

Summarizing, Simplifying, and Synthesizing Medical Evidence Using GPT-3 (with Varying Success)

arXiv (Cornell University)(2023)10.48550/arxiv.2305.06299

N/A

0DataRank · unranked

4 citations

Millicent Li, Sebastian Joseph, Iain Marshall, Junyi Jessy Li, Byron Wallace +1 more

Do Multi-Document Summarization Models Synthesize?

arXiv (Cornell University)(2023)10.48550/arxiv.2301.13844

N/A

0DataRank · unranked

3 citations

Stephanie C. Martinez, Iain Marshall, Byron Wallace, Jay DeYoung

Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews

arXiv (Cornell University)(2023)10.48550/arxiv.2305.11828

N/A

0DataRank · unranked

3 citations

Iain Marshall, Thomas A. Trikalinos, Byron Wallace, Hye Sun Yun

Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations

arXiv (Cornell University)(2023)10.48550/arxiv.2305.13693

N/A

0DataRank · unranked

3 citations

Yulia Otmakhova, Jay DeYoung, Thinh Hung Truong, Bailey Kuehl, Erin Bransom +2 more

Leveraging Generative AI for Clinical Evidence Summarization Needs to Ensure Trustworthiness

arXiv (Cornell University)(2023)10.48550/arxiv.2311.11211

N/A

0DataRank · unranked

2 citations

Qiao Jin, Denis Jered McInerney, Chen, Yong, Fei Wang, Curtis L. Cole +9 more

NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization

arXiv (Cornell University)(2023)10.48550/arxiv.2302.05574

N/A

0DataRank · unranked

1 citations

Jiazheng Li, Byron Wallace, Yulan He, Gabriele Pergola, Junru Lu

CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models

arXiv (Cornell University)(2023)10.48550/arxiv.2302.12343

N/A

0DataRank · unranked

1 citations

Geoffrey S. Young, Jan-Willem van de Meent, Byron Wallace, Denis Jered McInerney

Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges

arXiv (Cornell University)(2023)10.48550/arxiv.2303.05392

N/A

0DataRank · unranked

1 citations

Denis Jered McInerney, Iain J. Marshal, Byron Wallace, Sanjana Ramprasad

Multilingual Simplification of Medical Texts

arXiv (Cornell University)(2023)10.48550/arxiv.2305.12532

N/A

0DataRank · unranked

1 citations

Kathryn Kazanas, Keziah Reina, Ramanathan, Vishnesh J., Wei Xu, Byron Wallace +2 more

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104640

N/A

0DataRank · unranked

37 citations

Qiao Jin, Denis Jered McInerney, Yong Chen, Fei Wang, Curtis L. Cole +9 more

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

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae015

N/A

0DataRank · unranked

25 citations

Angus Roberts, Serge Umansky, Linglong Qian, Davide Ferrari, Frank Soboczenski +4 more

Do Multi-Document Summarization Models Synthesize?

Transactions of the Association for Computational Linguistics(2024)10.1162/tacl_a_00687

N/A

0DataRank · unranked

6 citations

Stephanie C. Martinez, Iain Marshall, Byron Wallace, Jay DeYoung

FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence

(2024)10.18653/v1/2024.acl-long.459

N/A

0DataRank · unranked

14 citations

Lily Chen, Jan Trienes, Hannah Louisa Göke, Monika Coers, Wei Xu +3 more

FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence

arXiv (Cornell University)(2024)10.48550/arxiv.2402.11456

N/A

0DataRank · unranked

5 citations

Lily Chen, Jan Trienes, Hannah Louisa Göke, Monika Coers, Wei Xu +3 more

Open (Clinical) LLMs are Sensitive to Instruction Phrasings

(2024)10.18653/v1/2024.bionlp-1.5

N/A

0DataRank · unranked

7 citations

Monica Munnangi, Jiuding Sun, Karen Zhang, J. J. McInerney, Byron Wallace +2 more

Towards Reducing Diagnostic Errors with Interpretable Risk Prediction

PubMed(2024)10.18653/v1/2024.naacl-long.399

N/A

0DataRank · unranked

5 citations

W.G. Dickinson, Lucy C Flynn, Andrea C Young, Geoffrey S. Young, Jan-Willem van de Meent +2 more

Automatically Extracting Numerical Results from Randomized Controlled Trials with Large Language Models

arXiv (Cornell University)(2024)10.48550/arxiv.2405.01686

N/A

0DataRank · unranked

2 citations

David Pogrebitskiy, Iain Marshall, Byron Wallace, Hye Sun Yun

InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification

Universitätsbibliographie, Universität Duisburg-Essen(2024)10.18653/v1/2024.acl-long.234

N/A

0DataRank · unranked

2 citations

Sebastian Joseph, Jörg Schlötterer, Christin Seifert, Kyle Lo, Wei Xu +3 more

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

arXiv (Cornell University)(2024)10.48550/arxiv.2402.01700

N/A

0DataRank · unranked

1 citations

Angus Roberts, Serge Umansky, Linglong Qian, Davide Ferrari, Frank Soboczenski +4 more

Towards Reducing Diagnostic Errors with Interpretable Risk Prediction

arXiv (Cornell University)(2024)10.48550/arxiv.2402.10109

N/A

0DataRank · unranked

1 citations

W.G. Dickinson, Lucy C Flynn, Andrea C Young, Geoffrey S. Young, Jan-Willem van de Meent +2 more

Open (Clinical) LLMs are Sensitive to Instruction Phrasings

arXiv (Cornell University)(2024)10.48550/arxiv.2407.09429

N/A

0DataRank · unranked

0 citations

Monica Munnangi, Sun, Jiuding, Karen Y C Zhang, Denis Jered McInerney, Byron Wallace +2 more

Caught in the Web of Words: Do LLMs Fall for Spin in Medical Literature?

arXiv (Cornell University)(2025)10.48550/arxiv.2502.07963

N/A

0DataRank · unranked

0 citations

Karen Y C Zhang, Ramez Kouzy, Iain Marshall, Junyi Jessy Li, Byron Wallace +1 more

Elucidating Mechanisms of Demographic Bias in LLMs for Healthcare

(2025)10.18653/v1/2025.findings-emnlp.789

N/A

0DataRank · unranked

0 citations

Arnab Sen Sharma, Silvio Amir, David Bau, Byron Wallace, Hiba Ahsan

Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization

American Medical Informatics Association Annual Symposium(2020)10.48550/arxiv.2008.11293

N/A

0DataRank · unranked

10 citations

Sayantan Saha, Frank Soboczenski, Iain Marshall, Byron Wallace

State of the evidence: a survey of global disparities in clinical trials

medRxiv(2020)10.1101/2020.10.08.20209353

N/A

0DataRank · unranked

4 citations

Veline L’Esperence, James Thomas, Anna H Noel-Storr, Frank Soboczenski, Benjamin Nye +3 more

Byron Wallace

Indexed papers

Top data-sharing exemplar

Papers