Sotabase

Career

· Researcher, Apple2024–
· Research Intern, Salesforce2023–
· PhD in Computer Science, Columbia University2021–2024
· Research Assistant, Columbia University2021–2024
· Research Intern, Facebook AI2021–
· PhD in Computer Science, University of California, Davis2018–2021
· Research Assistant, University of California, Davis2018–2021
· M.S. in Electrical and Computer Engineering, Johns Hopkins University2016–2018
· B.S. in Physics, Nanjing University2012–2016

Publications (89)

A Survey of the State of Explainable AI for Natural Language Processing
AACL · 2020
439
cited
A study of the relationships between coal structures and combustion characteristics: The insights from micro-Raman spectroscopy based on 32 kinds of Chinese coals
2018
140
cited
The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Interspeech · 2018
139
cited
From luna to solar: the evolutions of the compute-to-storage networks in Alibaba cloud
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2022
83
cited
Active Learning for Large-Scale Entity Resolution
International Conference on Information and Knowledge Management · 2017
77
cited
How to Build User Simulators to Train RL-based Dialog Systems
Conference on Empirical Methods in Natural Language Processing · 2019
70
cited
Consent in Crisis: The Rapid Decline of the AI Data Commons
Neural Information Processing Systems · 2024
67
cited
Situational factors shape moral judgements in the trolley dilemma in Eastern, Southern and Western countries in a culturally diverse sample
Nature Human Behaviour · 2022
54
cited
End-to-End Trainable Non-Collaborative Dialog System
AAAI Conference on Artificial Intelligence · 2019
47
cited
Boosting Personalized Musculoskeletal Modeling With Physics-Informed Knowledge Transfer
IEEE Transactions on Instrumentation and Measurement · 2022
38
cited
Active Learning of GAV Schema Mappings
ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems · 2018
32
cited
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI
Findings · 2023
29
cited
XNLP: A Living Survey for XAI Research in Natural Language Processing
IUI Companion · 2021
28
cited
Approximation Algorithms for Schema-Mapping Discovery from Data Examples
Alberto Mendelzon Workshop on Foundations of Data Management · 2017
24
cited
A prediction model for vehicle sideslip angle based on neural network
IEEE International Conference on Information and Financial Engineering · 2010
24
cited
scINSIGHT for interpreting single-cell gene expression from biologically heterogeneous data
Genome Biology · 2021
24
cited
Predictable vFabric on informative data plane
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2022
23
cited
Technology Variability From a Design Perspective
IEEE Transactions on Circuits and Systems Part 1: Regular Papers · 2010
23
cited
Exploring pathological signatures for predicting the recurrence of early-stage hepatocellular carcinoma based on deep learning
Frontiers in Oncology · 2022
21
cited
Identification of novel linear epitopes in P72 protein of African swine fever virus recognized by monoclonal antibodies
Frontiers in Microbiology · 2022
21
cited
Sotabase