Name: Derek Chen
Type: User
Bio: Research scientist working on conversational AI, focused on task-oriented dialogue, interactive learning and data efficiency.
Twitter: derekchen14
Location: San Francisco, CA
Blog: morethanoneturn.com
Derek Chen's Projects
A collection of websites created while learning HTML5, CSS3, and JQuery
Bi-directional LSTM/GRU for Deep Learning and applying Attention Mechanism
Basic neural network implementation using only numpy
Project for startup engineering course from Stanford
Mobile app for the Caltrain Schedule
Web template of an interface that can be hooked up to an NLG model.
Framework for learning dialogue agents in a two-player game setting.
MEAN stack app used for chatting with friends
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning
Code related to various data structures and algorithms
Collection of papers and resources for data augmentation for NLP.
Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning
Personal Blog for Derek Chen
DMN for studying deep learning applied to Visual QA and Memory Networks
End to end pipeline for exploring, cleaning, training and outputting machine learning models
The Few-Shot Bot: Prompt-Based Learning for Dialogue Systems
Angular JS app, running on a MEAN stack, used for tracking prospective candidates
A collection of files created while learning HCI and Design
Opinionated and extensible data tables for Soleda
These are some of my favorite keyboard shorcuts
Simple Music Player with Drag n Drop start
Official repository for "MSP: Mixture of Soft Prompts for Controllable Data Generation"
Web app for discovering insights through organzing your thoughts and ideas.