Joo-Kyung Kim
- Role
- Senior Applied Scientist at Amazon
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
Experience
Senior Applied Scientist
Aug 2017 — Present
Designing and building machine learning models and systems for improving Alexa\'s core AI components such as ambiguity clarification, dynamic hypothesis routing, and personalized name-free interaction.\\\\nMajor research topics include:\\\\n* Ambiguity clarification for large-scale spoken language understanding [ASRU21]\\\\n* Hypothesis reranking with multi-label, positive, unknown, and negative data [ICASSP20]\\\\n* Personalized domain classification with supervised attention [EMNLP2018]\\\\n* Out-of-domain detection for large-scale domain classification [Interspeech18]\\\\n* Hypothesis reranking for large-scale natural language understanding [NAACL18]\\\\n \\\\n\\\\n \\\\n \\\\n\\\\n \\\\n
Education
Sogang University
BE, Computer Science
2005
Seoul National University
MS, Computer Science & Engineering
2006 — 2008
The Ohio State University
Doctor of Philosophy (Ph.D.), Computer Science & Engineering
2010 — 2017
Skills
- Computer Science
- C++
- Deep Learning
- Eclipse
- Python
- Machine Learning
- C
- Php
- Natural Language Processing
- Javascript
- Latex
- Linux
- Automatic Speech Recognition
- Pytorch
- Theano
- Mysql
- Objective-C
- Java
- Torch
- Pattern Recognition
- Artificial Intelligence
- Programming
- Software Engineering
- Algorithms
- Matlab
- Lua
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