🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Yingya Li

Boston Children's Hospital

ORCID: 0000-0002-0063-0390

Also affiliated with Harvard University

Computer ScienceMedicine

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 5%percentile
0.535Author DataRank

Indexed papers

2in 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 2 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 →

Top data-sharing exemplar

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

WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation

Research Publications (Maastricht University)(2025)10.18653/v1/2025.findings-naacl.402
Top 52%
0.329DataRank
Top 52%5 citations

Shan Chen, Siena Kathleen V. Placino, Yingya Li, Juan Carlos Pardo, Daphna Idan +11 more

Papers

Driven by 9 papers — median percentile 41. Top paper: “Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models”.

Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models

(2023)10.18653/v1/2023.acl-long.877
N/A
0.373DataRank · unranked
11 citations

Yingya Li, Timothy M. Miller, Steven Bethard, Guergana Savova, Lijing Wang

WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation

Research Publications (Maastricht University)(2025)10.18653/v1/2025.findings-naacl.402
Top 52%
0.329DataRank
Top 52%5 citations

Shan Chen, Siena Kathleen V. Placino, Yingya Li, Juan Carlos Pardo, Daphna Idan +11 more

WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation

arXiv (Cornell University)(2024)10.48550/arxiv.2410.12722
Top 65%
0.206DataRank
Top 65%2 citations

Shan Chen, Siena Kathleen V. Placino, Yingya Li, Juan Carlos Pardo, Daphna Idan +11 more

Measuring Pointwise 𝒱-Usable Information In-Context-ly-Usable Information In-Context-ly

TUbilio (Technical University of Darmstadt)(2023)10.18653/v1/2023.findings-emnlp.1054
N/A
0.104DataRank · unranked
1 citations

Shan Chen, Yingya Li, Danielle S. Bitterman, Guergana Savova, Iryna Gurevych +1 more

Measuring Pointwise $\mathcal{V}$-Usable Information In-Context-ly

arXiv (Cornell University)(2023)10.48550/arxiv.2310.12300
N/A
0DataRank · unranked
0 citations

Shan Chen, Yingya Li, Danielle S. Bitterman, Guergana Savova, Iryna Gurevych +1 more

Evaluating large language model performance to support the diagnosis and management of patients with primary immune disorders

Journal of Allergy and Clinical Immunology(2025)10.1016/j.jaci.2025.02.004
N/A
0DataRank · unranked
18 citations

Yingya Li, Aaron Chin, Daniel DiGiacomo, Cullen M. Dutmer, Jocelyn R. Farmer +4 more

Identifying task groupings for multi-task learning using pointwise V-usable information

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104881
N/A
0DataRank · unranked
2 citations

Timothy M. Miller, Steven Bethard, Guergana Savova, Yingya Li

Identifying Task Groupings for Multi-Task Learning Using Pointwise V-Usable Information

arXiv (Cornell University)(2024)10.48550/arxiv.2410.12774
N/A
0DataRank · unranked
0 citations

Timothy M. Miller, Steven Bethard, Guergana Savova, Yingya Li

Evaluating the ChatGPT family of models for biomedical reasoning and classification

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocad256
N/A
0DataRank · unranked
73 citations

Yingya Li, Sheng Lu, Hoang Anh Thi Van, Hugo J.W.L. Aerts, Guergana Savova +2 more