Sotabase

Career

· Doctor of Philosophy (PhD), University of California, Berkeley2015–2020
· Engineering Coordinator, Pioneers in Engineering2013–2014
· Product Manager, Robotics Simulator, Pioneers in Engineering2012–2013
· Undergraduate Researcher, RAD Lab, University of California, Berkeley2012–2012
· Embedded Software Engineering Intern, Fastor Systems, Inc.2011–2013
· Web Developer, The Daily Californian2011–2011
· Bachelor of Science, Electrical Engineering and Computer Science, University of California, Berkeley2011–2015
· Lead Programmer, FIRST Robotics Competition, Team 9802009–2011
· Developer, Synfig Animation Studio2009–2011

Publications (23)

Reformer: The Efficient Transformer
International Conference on Learning Representations · 2020
2,749
cited
Constituency Parsing with a Self-Attentive Encoder
Annual Meeting of the Association for Computational Linguistics · 2018
572
cited
Multilingual Constituency Parsing with Self-Attention and Pre-Training
Annual Meeting of the Association for Computational Linguistics · 2018
274
cited
Multilingual Alignment of Contextual Word Representations
International Conference on Learning Representations · 2020
205
cited
BOSS: Building Operating System Services
Symposium on Networked Systems Design and Implementation · 2013
123
cited
CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication
Annual Meeting of the Association for Computational Linguistics · 2017
94
cited
Physics-based trajectory optimization for grasping in cluttered environments
IEEE International Conference on Robotics and Automation · 2015
67
cited
KERMIT: Generative Insertion-Based Modeling for Sequences
arXiv.org · 2019
66
cited
Building application stack (BAS)
BuildSys@SenSys · 2012
51
cited
SMYRF: Efficient Attention using Asymmetric Clustering
arXiv.org · 2020
50
cited
Cross-Domain Generalization of Neural Constituency Parsers
Annual Meeting of the Association for Computational Linguistics · 2019
40
cited
Unsupervised Parsing via Constituency Tests
Conference on Empirical Methods in Natural Language Processing · 2020
30
cited
Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference
Annual Meeting of the Association for Computational Linguistics · 2019
25
cited
Learned Incremental Representations for Parsing
Annual Meeting of the Association for Computational Linguistics · 2022
14
cited
Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in Space
Conference on Empirical Methods in Natural Language Processing · 2017
11
cited
Interactive Assignments for Teaching Structured Neural NLP
TEACHINGNLP · 2021
8
cited
An Empirical Study of Document-to-document Neural Machine Translation
2021
A Survey of Cross-Lingual Alignment: Definitions, Methods, Future
LexiCon: Lexically Constrained Review Generation via Robust Insertion
2022
Sotabase
Nikita Kitaev | Researcher Profile | Sotabase | Sotabase