Name: Genta Indra Winata
Type: User
Company: Capital One AI Foundations
Bio: Researcher @ Capital One AI Foundations.
Natural Language Processing, Speech, Multilingual, Code-switching, Dialogue
Twitter: gentaiscool
Location: New York
Blog: https://gentawinata.com
Genta Indra Winata's Projects
Data and software for building the ACL Anthology.
Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow
A beautiful, simple, clean, and responsive Jekyll theme for academics
Implementation of all-neural speech recognition systems using Keras and Tensorflow
Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
Mapping a variable-length sentence to a fixed-length vector using BERT model
Beyond the Imitation Game collaborative benchmark for enormous language models
Permutation in Chicken Scheme
Personal homepage:
CNN and Contrastive Autoencoder (CAE) on EMNIST using Tensorflow
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)
A curated list of research papers and resources on code-switching
A complete computer science study plan to become a software engineer.
Style package for directly including color emojis in latex documents
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).
Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)
End-to-end trained speech recognition system, based on RNNs and the connectionist temporal classification (CTC) cost function.
Cocke–Younger–Kasami Algorithm Parser
The unified platform for data-related resources.
CMU Wilderness Multilingual Speech Dataset
Attempting to make the Deep Learning Book easier to understand.
Deep Learning / Machine Learning reading list - mainly related to NLP