Kelaxon / TensorEmbeddingNLP

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Semi-supervised Text Classification via Tensor Embedding

Method

  • load_data.py loads raw text as a N by D index matrix

  • doc2vec.py calculates tensor embeddings for each sentence

  • label_progagation.py calculates labels with label propagation

  • fabp.py calculates labels by FaBP

How to use

A complete working pipeline is shown in example.sh

Note

  • tensor_toolbox has its own license

About


Languages

Language:MATLAB 46.4%Language:HTML 33.8%Language:Java 4.9%Language:C++ 4.2%Language:Python 3.7%Language:M4 3.1%Language:C 3.0%Language:XSLT 0.7%Language:CSS 0.2%Language:Makefile 0.2%Language:Shell 0.0%