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kgminer

Knowledge Graph Miner

kg_curation

Studies on "Knowledge Graph Curation with Deep Learning and Semantic Reasoning"

kmeans_pytorch

kmeans using PyTorch

knet

Neural Entity Typing with Knowledge Attention

knowledgestream

Code to reproduce results in "Finding Streams in Knowledge Graphs to Support Fact Checking"

knowledge_graph_attention_network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

pagerank

A Python implementation of Larry's famous PageRank algorithm.

pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

pgpr

Reinforcement Knowledge Graph Reasoning for Explainable Recommendation

pretrained_word_embeddings

It is about how to load and aggregate pretrained word embeddings in pytorch, e.g., ELMo\BERT\XLNET.

pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

quasi-attention-absa

The codebase for a new quasi-attention BERT model for TABSA tasks

r-bert

Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"

relation_extraction

Knowledge Base Embedding

sans

PyTorch implementation of Structure Aware Negative Sampling in Knowledge Graphs

senta

Baidu's open-source Sentiment Analysis System.

seqgan

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

snownlp

Python library for processing Chinese text

stance_detection

textblob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

thumt

An open-source neural machine translation toolkit developed by Tsinghua Natural Language Processing Group

transformer-stance-detection

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

ttmf

TTMF: A Triple Trustworthiness Measurement Frame for Knowledge Graphs

vgcn-bert

video_stitching