JianLiu91's repositories
allennlp
An open-source NLP research library, built on PyTorch.
coling18tutorial
COLING 2018 Tutorial on Multilingual FrameNet: Automatic semantic role labeling for FrameNet
Company-Names-Corpus
公司名语料库。
controlled-text-generation
Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
GetOldTweets-python
A project written in Python to get old tweets, it bypass some limitations of Twitter Official API.
gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
matplotlib_for_papers
Handout for the tutorial "Creating publication-quality figures with matplotlib"
MUSE
A library for Multilingual Unsupervised or Supervised word Embeddings
NCRFpp
NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (ACL 2018 demo paper)
nqg
neural question generation for reading comprehension
nvdm
neural variational document model
PyTorch-BayesianCNN
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
RENet
Recurrent Event Network for Reasoning over Temporal Knowledge Graphs
semi-supervised-pytorch
Implementations of different VAE-based semi-supervised and generative models in PyTorch
twitter-ner
Named Entity Recognition on Twitter data
twitter-scrape
Download streaming tweets that match specific keywords, and dump the results to a file.
VaDE
Python code for paper - Variational Deep Embedding : A Generative Approach to Clustering
VAEText
Pytorch implementations for Auto-Encoding Variational Bayes and Generating Sentences from a Continuous Space
var-attn
Latent Alignment and Variational Attention
vecmap
A framework to learn cross-lingual word embedding mappings
VITutorial
This repository stores slides for a tutorial on variational inference for NLP audiences.
VQ-VAE
Minimalist implementation of VQ-VAE in Pytorch