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leejayyoon's Projects

bist-parser icon bist-parser

Graph-based and Transition-based dependency parsers based on BiLSTMs

cnn-dailymail icon cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization

conve icon conve

Convolutional 2D Knowledge Graph Embeddings resources

gdown.pl icon gdown.pl

Google Drive direct download of big files

gumbel-softmax icon gumbel-softmax

categorical variational autoencoder using the Gumbel-Softmax estimator

maml icon maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

maml_rl icon maml_rl

Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

muse icon muse

Cross-lingual word embeddings with or without parallel vocabulary

neuronlp2 icon neuronlp2

Deep neural models for core NLP tasks (Pytorch version)

nlp-gsds icon nlp-gsds

Course website for NLP class at Graduate School of Data Science at Seoul National University.

nmt icon nmt

TensorFlow Neural Machine Translation Tutorial

opennmt-tf icon opennmt-tf

Open Source Neural Machine Translation in TensorFlow

pointer_summarizer icon pointer_summarizer

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

seal_structuredenergyasloss icon seal_structuredenergyasloss

SEAL codebase utilizing AllenNLP. Implements trainable energy network as loss with examples such as MLC, SRL, and binary image segmentation.

seq2seq icon seq2seq

A general-purpose encoder-decoder framework for Tensorflow

sequence_gan icon sequence_gan

Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).

spen icon spen

Structured Prediction Energy Networks in Torch

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