Sotabase

Career

· Mathematical Statistician, FDA2023–
· Quantitative Researcher, JPMorgan Chase & Co.2022–2022
· Master's degree, Statistics, 3.97, Columbia University in the City of New York2016–2017
· Intern, USTC IFlytek Co., LTD2016–2016
· Bachelor of Science (B.S.), Computational and Applied Mathematics, 3.34, University of Science and Technology of China2012–2016

Publications (60)

Stanza: A Python Natural Language Processing Toolkit for Many Human Languages
Annual Meeting of the Association for Computational Linguistics · 2020
1,935
cited
Contrastive Learning of Medical Visual Representations from Paired Images and Text
Machine Learning in Health Care · 2020
973
cited
Position-aware Attention and Supervised Data Improve Slot Filling
Conference on Empirical Methods in Natural Language Processing · 2017
951
cited
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction
Conference on Empirical Methods in Natural Language Processing · 2018
780
cited
RadGraph: Extracting Clinical Entities and Relations from Radiology Reports
NeurIPS Datasets and Benchmarks · 2021
328
cited
Universal Dependency Parsing from Scratch
Conference on Computational Natural Language Learning · 2019
278
cited
Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning
bioRxiv · 2018
260
cited
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports
Annual Meeting of the Association for Computational Linguistics · 2019
202
cited
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation
North American Chapter of the Association for Computational Linguistics · 2020
200
cited
Design, Modeling, and Fabrication of Chemical Vapor Deposition Grown MoS2 Circuits with E-Mode FETs for Large-Area Electronics.
Nano letters (Print) · 2016
147
cited
Biomedical and clinical English model packages for the Stanza Python NLP library
J. Am. Medical Informatics Assoc. · 2021
140
cited
Learning to Summarize Radiology Findings
Louhi@EMNLP · 2018
133
cited
Overview of the MEDIQA 2021 Shared Task on Summarization in the Medical Domain
Workshop on Biomedical Natural Language Processing · 2021
97
cited
Do Syntax Trees Help Pre-trained Transformers Extract Information?
Conference of the European Chapter of the Association for Computational Linguistics · 2020
87
cited
Tight Competitive Ratios of Classic Matching Algorithms in the Fully Online Model
ACM-SIAM Symposium on Discrete Algorithms · 2018
61
cited
Errata for "Cerebro: A Data System for Optimized Deep Learning Model Selection"
Proceedings of the VLDB Endowment · 2021
60
cited
Heme Oxygenase-1 in Macrophages Drives Septic Cardiac Dysfunction via Suppressing Lysosomal Degradation of Inducible Nitric Oxide Synthase
Circulation Research · 2018
49
cited
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models
International Conference on Learning Representations · 2024
47
cited
A hydrophobic high-crystalline g-C3N4/epoxy resin composite coating with excellent durability and stability for long-term corrosion resistance
Materials Today Communications · 2023
45
cited
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering
Conference on Empirical Methods in Natural Language Processing · 2024
43
cited
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