Sotabase

Career

· Research Intern, Google2023–2023
· Research Assistant, University of Maryland2021–2023
· Master of Engineering, New York University2019–2021
· PhD Student, New York University2019–
· Bachelor of Engineering, University of Hong Kong2015–2019

Publications (91)

RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation
International Conference on Learning Representations · 2023
229
cited
A Critical Evaluation of Evaluations for Long-form Question Answering
Annual Meeting of the Association for Computational Linguistics · 2023
137
cited
A robust correlation analysis framework for imbalanced and dichotomous data with uncertainty
Information Sciences · 2019
66
cited
Novel Active Time-Based Demand Response for Industrial Consumers in Smart Grid
IEEE Transactions on Industrial Informatics · 2015
57
cited
Resilience-Constrained Hourly Unit Commitment in Electricity Grids
IEEE Transactions on Power Systems · 2018
56
cited
Lessons learned from July 2012 Indian blackout
2012
41
cited
A collaborative-competitive representation based classifier model
Neurocomputing · 2018
40
cited
Power Market Load Forecasting on Neural Network With Beneficial Correlated Regularization
IEEE Transactions on Industrial Informatics · 2018
35
cited
A sharing economy market system for private EV parking with consideration of demand side management
2020
30
cited
Shifting Boundary for price-based residential demand response and applications
2015
30
cited
How Do We Answer Complex Questions: Discourse Structure of Long-form Answers
Annual Meeting of the Association for Computational Linguistics · 2022
23
cited
Li-ion battery state-of-health estimation based on the combination of statistical and geometric features of the constant-voltage charging stage
Journal of Energy Storage · 2023
22
cited
Transactive Energy Trading in Reconfigurable Multi-carrier Energy Systems
Journal of Modern Power Systems and Clean Energy · 2020
21
cited
A micro-market module design for university demand-side management using self-crossover genetic algorithms
Applied Energy · 2019
20
cited
Long-Form Answers to Visual Questions from Blind and Low Vision People
arXiv.org · 2024
17
cited
Classifier economics of Semi-Intrusive Load Monitoring
International Journal of Electrical Power & Energy Systems · 2018
13
cited
Vision Transformer-Based Photovoltaic Prediction Model
Energies · 2023
13
cited
Concise Answers to Complex Questions: Summarization of Long-form Answers
Annual Meeting of the Association for Computational Linguistics · 2023
12
cited
Neural network-based photovoltaic generation capacity prediction system with benefit-oriented modification
2021
12
cited
Modeling Exemplification in Long-form Question Answering via Retrieval
North American Chapter of the Association for Computational Linguistics · 2022
11
cited
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