Knowledge-Graph-For-Research-Papers-

This project aims to form knowledge graph embeddings for research papers based on the title, paper ID, referred papers and keywords

Visualization of TransE on tensorboard

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
CS_KG_Degreedist.png		CS_KG_Degreedist.png
Computer_Science_Knowledge_Graph.png		Computer_Science_Knowledge_Graph.png
KG_structure.png		KG_structure.png
Keywords_per_cat.jpg		Keywords_per_cat.jpg
Knowledge graph representation learning for academic papers.ipynb		Knowledge graph representation learning for academic papers.ipynb
Papers_per_cat.jpg		Papers_per_cat.jpg
Papers_per_category.png		Papers_per_category.png
README.md		README.md
TransE.jpg		TransE.jpg
all_keys_list_sorted.csv		all_keys_list_sorted.csv
arxiv_keywords_phrase.csv		arxiv_keywords_phrase.csv
entity2id.txt		entity2id.txt
get_triples.py		get_triples.py
num_papers		num_papers
relation2id.txt		relation2id.txt
test2id.txt		test2id.txt
train2id.txt		train2id.txt
transX.gif		transX.gif
triple.txt		triple.txt
triple2id.txt		triple2id.txt
valid2id.txt		valid2id.txt