News2vec: news network embedding with subnode information
The codes of random walks cites https://github.com/aditya-grover/node2vec or you can use https://github.com/snap-stanford/snap/tree/master/examples/node2vec which is compilered by c++ to output random walks.
python main.py --input graph/8500_cut.edgelist --output emb/8500.emb --map map/8500.map
For the related paper please refer to https://www.aclweb.org/anthology/D19-1490/