Sotabase

Career

· Senior Research Scientist, Meta GenAI2024–
· Senior Applied Scientist, Amazon AGI2020–
· Ph.D in Computer Science, MIT2015–
· B.S. in Precision Instruments & Computer Science, Tsinghua University2011–

Publications (159)

Publicly Available Clinical BERT Embeddings
Proceedings of the 2nd Clinical Natural Language Processing Workshop · 2019
2,392
cited
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams
Applied Sciences · 2020
1,332
cited
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment
AAAI Conference on Artificial Intelligence · 2019
1,264
cited
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning
IEEE Transactions on Knowledge and Data Engineering · 2021
351
cited
Deep Learning for Text Style Transfer: A Survey
International Conference on Computational Logic · 2020
277
cited
Is BERT Really Robust? Natural Language Attack on Text Classification and Entailment
2019
173
cited
Nibbler: debloating binary shared libraries
Asia-Pacific Computer Systems Architecture Conference · 2019
86
cited
Hooks in the Headline: Learning to Generate Headlines with Controlled Styles
Annual Meeting of the Association for Computational Linguistics · 2020
84
cited
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts
Conference on Empirical Methods in Natural Language Processing · 2018
78
cited
Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View
WIREs Mechanisms of Disease · 2021
76
cited
sysfilter: Automated System Call Filtering for Commodity Software
International Symposium on Recent Advances in Intrusion Detection · 2020
76
cited
Investigation of rotating detonation fueled by the pre-combustion cracked kerosene
Aerospace Science and Technology · 2019
74
cited
Effect of channel and oxidizer injection slot width on the rotating detonation fueled by pre-combustion cracked kerosene
2019
69
cited
PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks
Workshop on Biomedical Natural Language Processing · 2018
66
cited
AS-GCN: Adaptive Semantic Architecture of Graph Convolutional Networks for Text-Rich Networks
Industrial Conference on Data Mining · 2021
58
cited
Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following
arXiv.org · 2024
57
cited
Shock wave boundary layer interaction controlled by surface arc plasma actuators
2018
50
cited
Using In-Context Learning to Improve Dialogue Safety
Conference on Empirical Methods in Natural Language Processing · 2023
50
cited
High-frequency counter-flow plasma synthetic jet actuator and its application in suppression of supersonic flow separation
2018
42
cited
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
Conference on Empirical Methods in Natural Language Processing · 2022
41
cited
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