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alsextension

PMF SoRec for Spark

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-sentence-embedding

A curated list of pretrained sentence(and word) embedding models

berkeley-entity

The Berkeley Entity Resolution System jointly solves the problems of named entity recognition, coreference resolution, and entity linking with a feature-rich discriminative model.

brown-cluster

C++ implementation of the Brown word clustering algorithm.

cleverhans

A library for benchmarking vulnerability to adversarial examples

cogcomp-nlp

CogComp's Natural Language Processing libraries

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeprl-informationextraction

Code for the paper "Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning" http://arxiv.org/abs/1603.07954

deepsequenceclassification

Deep neural network based model for sequence to sequence classification

emnlp2017-bilstm-cnn-crf

evententityextractor

Joint event and entity extractor

fasttext

Library for fast text representation and classification.

functionwords

gensim

Topic Modelling for Humans

glove

GloVe model for distributed word representation

graphgan

A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)

icdm2014

irgan

IRGAN SIGIR paper experimental code

jgibblabeledlda

Labeled LDA in Java (based on JGibbLDA)

kderlm

Kernel Density Estimation based Pseudo relevance feedback

lasagnenlp

NLP tools on Lasagne

line

LINE: Large-scale information network embedding

liushifeng.github.io

llda

Scikit-learn like Labeled-LDA

lm-lstm-crf

Empower Sequence Labeling with Task-Aware Language Model

matrix_factor_python

Matrix Factor Methods using SGD based on Spark and standalone

matrixfactor

MatrixFactor on Spark

mitie

MITIE: library and tools for information extraction

models

Models built with TensorFlow