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allennlp

An open-source NLP research library, built on PyTorch.

bert_ner

Ner with Bert

biu-rpi-event-extraction-project

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"

eventrelation

fnc-1

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"

introduction-to-artificial-intelligence-machine-learning

jianliu91.github.io

jjrent

jointee-nn

kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

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)

notes-on-dirichlet-processes

:game_die: IPython notebooks explaining Dirichlet Processes, HDPs, and Latent Dirichlet Allocation

nqg

neural question generation for reading comprehension

nvdm

neural variational document model

nvil_example

Reference implementation of the NVIL algorithm for a simple Gaussian Mixture Model

parser-v1

pdtb2

A Python interface to the Penn Discourse Treebank 2

pytorch-bayesiancnn

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

pytorch_rvae

Recurrent Variational Autoencoder that generates sequential data implemented with 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

semisupervised_vae

Replication of Semi-Supervised Learning with Deep Generative Models