Sotabase

Career

· Associate Professor, MIT (Massachusetts Institute of Technology)2025–
· Business Analyst, World Platinum Investment Council - WPIC®2024–
· Assistant Professor, MIT (Massachusetts Institute of Technology)2021–
· Research Intern, Google2019–
· Postdoctoral Researcher, MIT-IBM Watson AI Lab2019–
· Research Scientist, MIT-IBM Watson AI Lab2019–
· Research Intern, DeepMind2018–
· Research Intern, Facebook2017–
· Data Scientist, American International Group2012–
· Analyst, Barclays Capital2011–
· Analyst, Morgan Stanley2009–
· Analyst Intern, Merill Lynch2008–
· Analyst Intern, Merrill Lynch2008–

Publications (94)

OpenNMT: Open-Source Toolkit for Neural Machine Translation
Annual Meeting of the Association for Computational Linguistics · 2017
1,940
cited
Character-Aware Neural Language Models
AAAI Conference on Artificial Intelligence · 2015
1,704
cited
Sequence-Level Knowledge Distillation
Conference on Empirical Methods in Natural Language Processing · 2016
1,227
cited
Cortical layer–specific critical dynamics triggering perception
Science · 2019
547
cited
Structured Attention Networks
International Conference on Learning Representations · 2017
481
cited
Parameter-Efficient Transfer Learning with Diff Pruning
Annual Meeting of the Association for Computational Linguistics · 2020
475
cited
Large language models are few-shot clinical information extractors
Conference on Empirical Methods in Natural Language Processing · 2022
436
cited
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks
North American Chapter of the Association for Computational Linguistics · 2023
310
cited
Adversarially Regularized Autoencoders
International Conference on Machine Learning · 2017
296
cited
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
International Conference on Learning Representations · 2023
292
cited
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
North American Chapter of the Association for Computational Linguistics · 2022
257
cited
Semi-Amortized Variational Autoencoders
International Conference on Machine Learning · 2018
254
cited
Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors
Neural Information Processing Systems · 2022
247
cited
Cardiogenic control of affective behavioural state
Nature · 2023
225
cited
Avoiding Latent Variable Collapse With Generative Skip Models
International Conference on Artificial Intelligence and Statistics · 2018
184
cited
Deep brain optogenetics without intracranial surgery
Nature Biotechnology · 2020
176
cited
Compound Probabilistic Context-Free Grammars for Grammar Induction
Annual Meeting of the Association for Computational Linguistics · 2019
162
cited
Genetically targeted chemical assembly of functional materials in living cells, tissues, and animals
Science · 2020
161
cited
Comprehensive Dual- and Triple-Feature Intersectional Single-Vector Delivery of Diverse Functional Payloads to Cells of Behaving Mammals
Neuron · 2020
137
cited
OpenNMT: Neural Machine Translation Toolkit
Conference of the Association for Machine Translation in the Americas · 2018
130
cited
Sotabase
Yoon Kim | Researcher Profile | Sotabase | Sotabase