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annotated-semantic-relationships-datasets

Public and free annotated datasets of relationships between entities/nominals

awesome-deep-learning-papers

The most cited deep learning papers

awesome-knowledge-graph

A collection of knowledge graph papers and reading notes.

chinesener

A neural network model for Chinese named entity recognition

dynamic-kg

Dynamic (Temporal) Knowledge Graph Completion (Reasoning)

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

kg-literatures-repo

Data Intelligence and Systems

kge

Some papers on Knowledge Graph Embedding(KGE)

ner-lstm-crf

An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.

news-recommender-system

a news recommender system, using item-item collaborative filtering and FunkSVD algorithm

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nrlpapers

Must-read papers on network representation learning (NRL)/network embedding (NE)

openke

An Open-source Framework for Knowledge Embedding.

proje

Embedding Projection for Knowledge Graph Completion

ptranse

Knowledge Graph and Text Jointly Embedding

relationprediction

ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs

tagger

Named Entity Recognition Tool

tensorflow-transx

An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlow

textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

textteaser

Official version of TextTeaser.

transe

A TensorFlow implementation of TransE model

word2vec

Python interface to Google word2vec

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