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brown-cluster

C++ implementation of the Brown word clustering algorithm.

brown-cluster-1

Java implementation of the brown clustering algorithm that clusters words based on their contexts in a text corpus.

btm

Code for Biterm Topic Model (published in WWW 2013)

burst_detection

Detect bursts in batched data using Kleinberg's (2002) algorithm.

cec-corpus

:books:中文突发事件语料库（Chinese Emergency Corpus）-上海大学-语义智能实验室

collaborative-denoising-autoencoder

Implementation of Deep Learning model for Recommendation System in Tensorflow

community_cores

ergm

An implementation of the exponential random graph model

gem

guidedheteembedding

CPU-based multi-thread implementation of Task-guided and Path-augmented Heterogeneous Network Embedding

kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

line

LINE: Large-scale information network embedding

log-bilinear-language-models

node2vec

openke

An Open-Source Package for Knowledge Embedding (KE)

openne

An Open-Source Package for Network Embedding (NE)

opm

parscit

An open-source CRF Reference String Parsing Package

problem-solution-linking

Identify problems and solutions of research articles and predict new solutions given a problem based on known knowledge.

random-indexing-wordrepresentations

Induce word representations using random indexing (RI)

semanticvectors

SemanticVectors creates semantic WordSpace models from free natural language text.

simbibtool

skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

unarxive

Code for generating a data set for citation based tasks using arXiv.org submissions.

word-embedding

A skip-gram word embedding model

wvlib

word vector library

zh-ner-tf

A simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)